From fc2828fee3d5896d7023ea6705889d679c836091 Mon Sep 17 00:00:00 2001
From: n1474335 <n1474335@gmail.com>
Date: Sun, 14 Jan 2018 16:07:39 +0000
Subject: [PATCH] Added Magic operation with the ability to detect language,
 file type and some encoding types.

---
 .eslintignore                      |   1 +
 src/core/FlowControl.js            |  24 ++++
 src/core/config/Categories.js      |   1 +
 src/core/config/OperationConfig.js |  62 ++++++++++
 src/core/config/modules/Default.js |   1 +
 src/core/lib/Magic.js              | 182 +++++++++++++++++++++++++++++
 src/web/index.js                   |   3 +-
 7 files changed, 273 insertions(+), 1 deletion(-)
 create mode 100644 src/core/lib/Magic.js

diff --git a/.eslintignore b/.eslintignore
index 1034aa8a..36c33a59 100644
--- a/.eslintignore
+++ b/.eslintignore
@@ -1,2 +1,3 @@
 src/core/lib/**
+!src/core/lib/Magic.js
 src/core/config/MetaConfig.js
\ No newline at end of file
diff --git a/src/core/FlowControl.js b/src/core/FlowControl.js
index f847ab25..ca1a13f3 100755
--- a/src/core/FlowControl.js
+++ b/src/core/FlowControl.js
@@ -1,5 +1,6 @@
 import Recipe from "./Recipe.js";
 import Dish from "./Dish.js";
+import Magic from "./lib/Magic.js";
 
 
 /**
@@ -253,6 +254,29 @@ const FlowControl = {
     },
 
 
+    /**
+     * Magic operation.
+     *
+     * @param {Object} state - The current state of the recipe.
+     * @param {number} state.progress - The current position in the recipe.
+     * @param {Dish} state.dish - The Dish being operated on.
+     * @param {Operation[]} state.opList - The list of operations in the recipe.
+     * @returns {Object} The updated state of the recipe.
+     */
+    runMagic: function(state) {
+        const dish = state.dish;
+
+        const magic = new Magic(dish.get(Dish.ARRAY_BUFFER));
+
+        const output = JSON.stringify(magic.detectLanguage(), null, 2) + "\n\n" +
+            JSON.stringify(magic.detectFileType(), null, 2) + "\n\n" +
+            JSON.stringify(magic.findMatchingOps(), null, 2);
+
+        dish.set(output, Dish.STRING);
+        return state;
+    },
+
+
     /**
      * Returns the index of a label.
      *
diff --git a/src/core/config/Categories.js b/src/core/config/Categories.js
index 187cb405..fef9588f 100755
--- a/src/core/config/Categories.js
+++ b/src/core/config/Categories.js
@@ -329,6 +329,7 @@ const Categories = [
     {
         name: "Flow control",
         ops: [
+            "Magic",
             "Fork",
             "Merge",
             "Register",
diff --git a/src/core/config/OperationConfig.js b/src/core/config/OperationConfig.js
index e1454d0a..7b98f6e5 100755
--- a/src/core/config/OperationConfig.js
+++ b/src/core/config/OperationConfig.js
@@ -81,6 +81,14 @@ import URL_ from "../operations/URL.js";
  * @type {Object.<string, OpConf>}
  */
 const OperationConfig = {
+    "Magic": {
+        module: "Default",
+        description: "Attempts to detect what the input data is and which operations could help to make more sense of it.",
+        inputType: "ArrayBuffer",
+        outputType: "string",
+        flowControl: true,
+        args: []
+    },
     "Fork": {
         module: "Default",
         description: "Split the input data up based on the specified delimiter and run all subsequent operations on each branch separately.<br><br>For example, to decode multiple Base64 strings, enter them all on separate lines then add the 'Fork' and 'From Base64' operations to the recipe. Each string will be decoded separately.",
@@ -239,6 +247,13 @@ const OperationConfig = {
                 type: "boolean",
                 value: Base64.REMOVE_NON_ALPH_CHARS
             }
+        ],
+        patterns: [
+            {
+                match: "^(?:[A-Z\\d+/]{4})+(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$",
+                flags: "i",
+                args: ["A-Za-z0-9+/=", false]
+            }
         ]
     },
     "To Base64": {
@@ -625,6 +640,53 @@ const OperationConfig = {
                 type: "option",
                 value: ByteRepr.HEX_DELIM_OPTIONS
             }
+        ],
+        patterns: [
+            {
+                match: "^(?:[\\dA-F]{2})+$",
+                flags: "i",
+                args: ["None"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?: [\\dA-F]{2})*$",
+                flags: "i",
+                args: ["Space"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?:,[\\dA-F]{2})*$",
+                flags: "i",
+                args: ["Comma"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?:;[\\dA-F]{2})*$",
+                flags: "i",
+                args: ["Semi-colon"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?::[\\dA-F]{2})*$",
+                flags: "i",
+                args: ["Colon"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?:\\n[\\dA-F]{2})*$",
+                flags: "i",
+                args: ["Line feed"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?:\\r\\n[\\dA-F]{2})*$",
+                flags: "i",
+                args: ["CRLF"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?:0x[\\dA-F]{2})*$",
+                flags: "i",
+                args: ["0x"]
+            },
+            {
+                match: "^[\\dA-F]{2}(?:\\\\x[\\dA-F]{2})*$",
+                flags: "i",
+                args: ["\\x"]
+            }
         ]
     },
     "To Hex": {
diff --git a/src/core/config/modules/Default.js b/src/core/config/modules/Default.js
index 1afb8bcc..33cc9df9 100644
--- a/src/core/config/modules/Default.js
+++ b/src/core/config/modules/Default.js
@@ -140,6 +140,7 @@ OpModules.Default = {
     "Numberwang":           Numberwang.run,
     "Generate TOTP":        OTP.runTOTP,
     "Generate HOTP":        OTP.runHOTP,
+    "Magic":                FlowControl.runMagic,
     "Fork":                 FlowControl.runFork,
     "Merge":                FlowControl.runMerge,
     "Register":             FlowControl.runRegister,
diff --git a/src/core/lib/Magic.js b/src/core/lib/Magic.js
new file mode 100644
index 00000000..babab6c6
--- /dev/null
+++ b/src/core/lib/Magic.js
@@ -0,0 +1,182 @@
+import OperationConfig from "../config/MetaConfig.js";
+import Utils from "../Utils.js";
+import FileType from "../operations/FileType.js";
+
+
+/**
+ * A class for detecting encodings, file types and byte frequencies.
+ *
+ * @author n1474335 [n1474335@gmail.com]
+ * @copyright Crown Copyright 2018
+ * @license Apache-2.0
+ *
+ * @class
+ */
+class Magic {
+
+    /**
+     * Magic constructor.
+     *
+     * @param {ArrayBuffer} buf
+     */
+    constructor(buf) {
+        this.inputBuffer = new Uint8Array(buf);
+        this.inputStr = Utils.arrayBufferToStr(buf);
+
+        // Match against known encodings
+        //  findMatchingOps
+        // Match against known file types
+        //  detectFileType
+        // Match against byte frequencies
+        //  detectLanguage
+        // Report info to user
+        // Offer to run various recipes based on findings
+    }
+
+    /**
+     * Generates a list of all patterns that operations claim to be able to decode.
+     *
+     * @static
+     * @returns {Object[]}
+     */
+    static generateOpPatterns() {
+        let opPatterns = [];
+
+        for (let op in OperationConfig) {
+            if (!OperationConfig[op].hasOwnProperty("patterns")) continue;
+
+            OperationConfig[op].patterns.forEach(pattern => {
+                opPatterns.push({
+                    op: op,
+                    match: pattern.match,
+                    flags: pattern.flags,
+                    args: pattern.args
+                });
+            });
+        }
+
+        return opPatterns;
+    }
+
+    /**
+     * Finds operations that claim to be able to decode the input based on regular
+     * expression matches.
+     *
+     * @returns {Object[]}
+     */
+    findMatchingOps() {
+        const opPatterns = Magic.generateOpPatterns();
+        let matches = [];
+
+        for (let i = 0; i < opPatterns.length; i++) {
+            let pattern = opPatterns[i];
+            const regex = new RegExp(pattern.match, pattern.flags);
+            if (regex.test(this.inputStr)) {
+                matches.push(pattern);
+            }
+        }
+
+        return matches;
+    }
+
+    /**
+     * Attempts to detect the language of the input by comparing its byte frequency
+     * to that of several known languages.
+     *
+     * @returns {Object[]}
+     */
+    detectLanguage() {
+        /**
+         * Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017.
+         * The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account
+         * for bytes that do not normally appear in the language.
+         */
+        const langFreqs = {
+            "ar": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.65, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 9.194, 0.002, 0.102, 0.0001, 0.0001, 0.007, 0.001, 0.002, 0.109, 0.108, 0.002, 0.001, 0.03, 0.046, 0.42, 0.018, 0.182, 0.202, 0.135, 0.063, 0.065, 0.061, 0.055, 0.053, 0.062, 0.113, 0.054, 0.001, 0.002, 0.003, 0.002, 0.0001, 0.0001, 0.01, 0.006, 0.009, 0.007, 0.005, 0.004, 0.004, 0.004, 0.005, 0.002, 0.002, 0.005, 0.007, 0.005, 0.004, 0.007, 0.001, 0.005, 0.009, 0.006, 0.002, 0.002, 0.002, 0.001, 0.001, 0.001, 0.007, 0.001, 0.007, 0.0001, 0.004, 0.0001, 0.052, 0.008, 0.019, 0.018, 0.055, 0.008, 0.011, 0.016, 0.045, 0.001, 0.006, 0.028, 0.016, 0.037, 0.04, 0.012, 0.001, 0.038, 0.03, 0.035, 0.02, 0.006, 0.006, 0.002, 0.009, 0.002, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.055, 1.131, 0.874, 0.939, 4.804, 2.787, 2.235, 1.018, 2.407, 0.349, 3.542, 0.092, 0.4, 0.007, 0.051, 0.053, 0.022, 0.061, 0.01, 0.008, 0.001, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.008, 0.001, 0.001, 0.0001, 0.002, 0.013, 0.133, 0.049, 0.782, 0.037, 0.335, 0.157, 6.208, 1.599, 1.486, 1.889, 0.276, 0.607, 0.762, 0.341, 1.38, 0.239, 2.041, 0.293, 1.149, 0.411, 0.383, 0.246, 0.406, 0.094, 1.401, 0.223, 0.006, 0.001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.027, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.003, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 23.298, 20.414, 0.003, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.0001, 0.019, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
+            "de": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.726, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 13.303, 0.002, 0.278, 0.0001, 0.0001, 0.007, 0.003, 0.005, 0.149, 0.149, 0.015, 0.001, 0.636, 0.237, 0.922, 0.023, 0.305, 0.472, 0.225, 0.115, 0.11, 0.121, 0.108, 0.11, 0.145, 0.271, 0.049, 0.022, 0.002, 0.002, 0.002, 0.001, 0.0001, 0.413, 0.383, 0.144, 0.412, 0.275, 0.258, 0.273, 0.218, 0.18, 0.167, 0.277, 0.201, 0.328, 0.179, 0.111, 0.254, 0.012, 0.219, 0.602, 0.209, 0.1, 0.185, 0.206, 0.005, 0.01, 0.112, 0.002, 0.0001, 0.002, 0.0001, 0.006, 0.0001, 4.417, 1.306, 1.99, 3.615, 12.382, 1.106, 2.0, 2.958, 6.179, 0.082, 0.866, 2.842, 1.869, 7.338, 2.27, 0.606, 0.016, 6.056, 4.424, 4.731, 3.002, 0.609, 0.918, 0.053, 0.169, 0.824, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.147, 0.002, 0.003, 0.001, 0.006, 0.001, 0.001, 0.002, 0.001, 0.001, 0.0001, 0.0001, 0.001, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.03, 0.0001, 0.0001, 0.009, 0.001, 0.002, 0.009, 0.002, 0.001, 0.061, 0.0001, 0.048, 0.122, 0.057, 0.009, 0.001, 0.001, 0.4, 0.001, 0.002, 0.003, 0.003, 0.017, 0.001, 0.003, 0.001, 0.005, 0.0001, 0.001, 0.003, 0.002, 0.003, 0.005, 0.001, 0.001, 0.203, 0.0001, 0.002, 0.001, 0.002, 0.002, 0.438, 0.002, 0.002, 0.001, 0.0001, 0.0001, 0.056, 1.237, 0.01, 0.013, 0.0001, 0.0001, 0.001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.148, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
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+            "ru": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.512, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 7.274, 0.002, 0.063, 0.0001, 0.001, 0.009, 0.001, 0.001, 0.118, 0.118, 0.0001, 0.001, 0.595, 0.135, 0.534, 0.009, 0.18, 0.281, 0.15, 0.078, 0.076, 0.077, 0.068, 0.066, 0.083, 0.16, 0.036, 0.016, 0.002, 0.001, 0.002, 0.001, 0.0001, 0.013, 0.009, 0.014, 0.009, 0.007, 0.006, 0.007, 0.006, 0.031, 0.002, 0.003, 0.007, 0.012, 0.007, 0.005, 0.01, 0.001, 0.008, 0.017, 0.011, 0.003, 0.009, 0.005, 0.012, 0.001, 0.001, 0.001, 0.0001, 0.001, 0.0001, 0.003, 0.0001, 0.065, 0.009, 0.022, 0.021, 0.074, 0.01, 0.013, 0.019, 0.054, 0.001, 0.008, 0.036, 0.02, 0.047, 0.055, 0.013, 0.001, 0.052, 0.037, 0.041, 0.026, 0.007, 0.006, 0.003, 0.011, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 2.469, 2.363, 2.342, 0.986, 0.156, 0.422, 0.252, 0.495, 0.217, 0.136, 0.014, 0.778, 0.56, 0.097, 0.251, 0.811, 0.09, 0.184, 0.165, 0.06, 0.179, 0.021, 0.013, 0.029, 0.05, 0.005, 0.116, 0.045, 0.087, 0.073, 0.067, 0.124, 0.211, 0.16, 0.055, 0.033, 0.036, 0.024, 0.013, 0.02, 0.022, 0.002, 0.0001, 0.1, 0.0001, 0.025, 0.009, 0.011, 3.536, 0.619, 1.963, 0.833, 1.275, 3.452, 0.323, 0.635, 3.408, 0.642, 1.486, 1.967, 1.26, 2.857, 4.587, 1.082, 0.0001, 0.0001, 0.339, 0.003, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.013, 0.0001, 0.002, 0.001, 31.356, 12.318, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.131, 0.0001, 0.0001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
+            "ur": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.979, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 11.161, 0.002, 0.04, 0.0001, 0.0001, 0.001, 0.0001, 0.006, 0.157, 0.157, 0.0001, 0.001, 0.081, 0.085, 0.055, 0.007, 0.121, 0.179, 0.119, 0.082, 0.072, 0.073, 0.068, 0.065, 0.07, 0.096, 0.098, 0.002, 0.004, 0.003, 0.004, 0.0001, 0.0001, 0.02, 0.016, 0.035, 0.016, 0.006, 0.007, 0.013, 0.009, 0.011, 0.009, 0.012, 0.015, 0.025, 0.011, 0.007, 0.016, 0.003, 0.012, 0.029, 0.016, 0.005, 0.006, 0.007, 0.001, 0.005, 0.003, 0.004, 0.0001, 0.004, 0.0001, 0.004, 0.0001, 0.265, 0.03, 0.059, 0.059, 0.181, 0.032, 0.039, 0.075, 0.194, 0.006, 0.027, 0.102, 0.048, 0.197, 0.175, 0.037, 0.004, 0.142, 0.109, 0.147, 0.083, 0.021, 0.026, 0.005, 0.049, 0.011, 0.0001, 0.014, 0.0001, 0.0001, 0.0001, 0.055, 2.387, 0.534, 0.013, 1.581, 2.193, 2.297, 0.009, 2.712, 0.004, 0.024, 0.012, 4.725, 0.004, 0.025, 0.025, 0.036, 0.091, 1.735, 0.008, 0.507, 0.001, 0.001, 0.002, 0.02, 0.012, 0.0001, 0.005, 0.005, 0.004, 0.001, 0.005, 0.009, 0.069, 0.224, 0.005, 0.08, 0.002, 0.401, 5.353, 1.186, 2.395, 1.412, 0.054, 0.699, 0.376, 0.232, 1.576, 0.068, 2.734, 0.325, 1.531, 0.466, 0.218, 0.1, 0.222, 0.073, 1.112, 0.88, 0.012, 0.002, 0.002, 1.074, 0.003, 0.0001, 0.0001, 0.008, 0.011, 0.003, 0.003, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.002, 18.028, 10.547, 4.494, 8.618, 0.0001, 0.0001, 0.0001, 0.0001, 0.005, 0.001, 0.049, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.043, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
+            "zh": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 1.074, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.273, 0.003, 0.045, 0.0001, 0.001, 0.012, 0.001, 0.004, 0.032, 0.032, 0.001, 0.003, 0.032, 0.068, 0.063, 0.017, 0.386, 0.478, 0.308, 0.149, 0.134, 0.146, 0.127, 0.121, 0.136, 0.231, 0.018, 0.009, 0.007, 0.006, 0.007, 0.0001, 0.0001, 0.045, 0.029, 0.041, 0.028, 0.022, 0.017, 0.02, 0.019, 0.025, 0.01, 0.013, 0.02, 0.033, 0.021, 0.018, 0.028, 0.002, 0.022, 0.045, 0.031, 0.01, 0.013, 0.012, 0.007, 0.005, 0.003, 0.004, 0.0001, 0.004, 0.0001, 0.009, 0.0001, 0.159, 0.026, 0.051, 0.047, 0.17, 0.025, 0.032, 0.057, 0.124, 0.003, 0.021, 0.089, 0.049, 0.12, 0.129, 0.028, 0.002, 0.124, 0.083, 0.1, 0.058, 0.016, 0.016, 0.008, 0.03, 0.012, 0.006, 0.004, 0.006, 0.001, 0.0001, 2.707, 1.09, 1.398, 0.705, 1.23, 1.04, 0.715, 0.952, 1.455, 1.297, 0.845, 1.19, 2.403, 1.193, 0.813, 1.077, 0.889, 0.565, 0.387, 0.47, 0.931, 0.663, 1.035, 0.837, 0.77, 0.772, 1.434, 1.023, 1.668, 0.609, 0.437, 0.793, 0.535, 0.706, 0.48, 0.538, 0.785, 0.909, 0.7, 0.697, 1.017, 0.519, 0.441, 0.567, 0.626, 1.082, 0.814, 1.054, 1.074, 0.811, 0.556, 0.684, 0.903, 0.43, 0.642, 0.78, 2.083, 1.147, 2.006, 1.331, 2.547, 1.015, 0.911, 0.807, 0.0001, 0.0001, 0.069, 0.007, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.001, 0.005, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.126, 1.369, 3.539, 8.968, 5.44, 4.358, 3.141, 2.48, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 1.821, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001],
+        };
+
+        const inputFreq = this._freqDist();
+        let chiSqrs = [];
+
+        for (let lang in langFreqs) {
+            chiSqrs.push({
+                lang: lang,
+                chiSqr: this._chiSqr(inputFreq, langFreqs[lang])
+            });
+        }
+
+        chiSqrs.sort((a, b) => {
+            return a.chiSqr - b.chiSqr;
+        });
+
+        return chiSqrs;
+    }
+
+    /**
+     * Detects any matching file types for the input.
+     * 
+     * @returns {Object} type
+     * @returns {string} type.ext - File extension
+     * @returns {string} type.mime - Mime type
+     * @returns {string} [type.desc] - Description
+     */
+    detectFileType() {
+        return FileType.magicType(this.inputBuffer);
+    }
+
+    /**
+     * Calculates the number of times each byte appears in the input
+     *
+     * @private
+     * @returns {number[]}
+     */
+    _freqDist() {
+        const len = this.inputBuffer.length;
+        let i = len,
+            counts = new Array(256).fill(0);
+
+        if (!len) return counts;
+
+        while (i--) {
+            counts[this.inputBuffer[i]]++;
+        }
+
+        return counts.map(c => {
+            return c / len * 100;
+        });
+    }
+
+    /**
+     * Calculates Pearson's Chi-Squared test for two frequency arrays.
+     * https://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test
+     *
+     * @private
+     * @param {number[]} observed 
+     * @param {number[]} expected 
+     * @returns {number}
+     */
+    _chiSqr(observed, expected) {
+        let tmp,
+            res = 0;
+
+        for (let i = 0; i < observed.length; i++) {
+            tmp = observed[i] - expected[i];
+            res += tmp * tmp / expected[i];
+        }
+        return res;
+    }
+
+}
+
+export default Magic;
diff --git a/src/web/index.js b/src/web/index.js
index 965f2efc..5cd5b9e4 100755
--- a/src/web/index.js
+++ b/src/web/index.js
@@ -34,7 +34,8 @@ function main() {
         "URL Decode",
         "Regular expression",
         "Entropy",
-        "Fork"
+        "Fork",
+        "Magic"
     ];
 
     const defaultOptions = {