mirror of https://github.com/gchq/CyberChef.git
Added detection patterns for non-standard Base64 alphabets, Base58 and Base32.
This commit is contained in:
n1474335
parent
fc2828fee3
commit
a1624a9215
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@ -264,13 +264,12 @@ const FlowControl = {
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* @returns {Object} The updated state of the recipe.
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*/
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runMagic: function(state) {
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const dish = state.dish;
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const dish = state.dish,
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magic = new Magic(dish.get(Dish.ARRAY_BUFFER));
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const magic = new Magic(dish.get(Dish.ARRAY_BUFFER));
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const output = JSON.stringify(magic.detectLanguage(), null, 2) + "\n\n" +
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const output = JSON.stringify(magic.findMatchingOps(), null, 2) + "\n\n" +
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JSON.stringify(magic.detectFileType(), null, 2) + "\n\n" +
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JSON.stringify(magic.findMatchingOps(), null, 2);
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JSON.stringify(magic.detectLanguage(), null, 2);
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dish.set(output, Dish.STRING);
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return state;
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@ -253,7 +253,67 @@ const OperationConfig = {
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match: "^(?:[A-Z\\d+/]{4})+(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$",
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flags: "i",
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args: ["A-Za-z0-9+/=", false]
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}
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},
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{
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match: "^[A-Z\\d\\-_]{20,}$",
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flags: "i",
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args: ["A-Za-z0-9-_", false]
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},
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{
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match: "^(?:[A-Z\\d+\\-]{4}){5,}(?:[A-Z\\d+\\-]{2}==|[A-Z\\d+\\-]{3}=)?$",
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flags: "i",
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args: ["A-Za-z0-9+\\-=", false]
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},
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{
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match: "^(?:[A-Z\\d./]{4}){5,}(?:[A-Z\\d./]{2}==|[A-Z\\d./]{3}=)?$",
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flags: "i",
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args: ["./0-9A-Za-z=", false]
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},
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{
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match: "^[A-Z\\d_.]{20,}$",
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flags: "i",
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args: ["A-Za-z0-9_.", false]
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},
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{
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match: "^(?:[A-Z\\d._]{4}){5,}(?:[A-Z\\d._]{2}--|[A-Z\\d._]{3}-)?$",
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flags: "i",
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args: ["A-Za-z0-9._-", false]
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},
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{
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match: "^(?:[A-Z\\d+/]{4}){5,}(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$",
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flags: "i",
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args: ["0-9a-zA-Z+/=", false]
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},
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{
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match: "^(?:[A-Z\\d+/]{4}){5,}(?:[A-Z\\d+/]{2}==|[A-Z\\d+/]{3}=)?$",
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flags: "i",
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args: ["0-9A-Za-z+/=", false]
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},
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{
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match: "^[ !\"#$%&'()*+,\\-./\\d:;<=>?@A-Z[\\\\\\]^_]{20,}$",
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flags: "",
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args: [" -_", false]
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},
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{
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match: "^[A-Z\\d+\\-]{20,}$",
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flags: "i",
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args: ["+\\-0-9A-Za-z", false]
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},
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{
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match: "^[!\"#$%&'()*+,\\-0-689@A-NP-VX-Z[`a-fh-mp-r]{20,}$",
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flags: "",
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args: ["!-,-0-689@A-NP-VX-Z[`a-fh-mp-r", false]
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},
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{
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match: "^(?:[N-ZA-M\\d+/]{4}){5,}(?:[N-ZA-M\\d+/]{2}==|[N-ZA-M\\d+/]{3}=)?$",
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flags: "i",
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args: ["N-ZA-Mn-za-m0-9+/=", false]
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},
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{
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match: "^[A-Z\\d./]{20,}$",
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flags: "i",
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args: ["./0-9A-Za-z", false]
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},
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]
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},
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"To Base64": {
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@ -287,6 +347,18 @@ const OperationConfig = {
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type: "boolean",
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value: Base58.REMOVE_NON_ALPH_CHARS
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}
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],
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patterns: [
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{
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match: "^[1-9A-HJ-NP-Za-km-z]{20,}$",
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flags: "",
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args: ["123456789ABCDEFGHJKLMNPQRSTUVWXYZabcdefghijkmnopqrstuvwxyz", false]
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},
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{
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match: "^[1-9A-HJ-NP-Za-km-z]{20,}$",
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flags: "",
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args: ["rpshnaf39wBUDNEGHJKLM4PQRST7VWXYZ2bcdeCg65jkm8oFqi1tuvAxyz", false]
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},
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]
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},
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"To Base58": {
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@ -318,6 +390,13 @@ const OperationConfig = {
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type: "boolean",
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value: Base64.REMOVE_NON_ALPH_CHARS
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}
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],
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patterns: [
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{
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match: "^(?:[A-Z2-7]{8})+(?:[A-Z2-7]{2}={6}|[A-Z2-7]{4}={4}|[A-Z2-7]{5}={3}|[A-Z2-7]{7}={1})?$",
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flags: "",
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args: ["A-Z2-7=", false]
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},
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]
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},
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"To Base32": {
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@ -717,6 +796,13 @@ const OperationConfig = {
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type: "option",
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value: ByteRepr.DELIM_OPTIONS
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To Octal": {
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@ -754,7 +840,6 @@ const OperationConfig = {
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}
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]
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},
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"To Charcode": {
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module: "Default",
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description: "Converts text to its unicode character code equivalent.<br><br>e.g. <code>Γειά σου</code> becomes <code>0393 03b5 03b9 03ac 20 03c3 03bf 03c5</code>",
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@ -788,6 +873,13 @@ const OperationConfig = {
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type: "option",
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value: ByteRepr.BIN_DELIM_OPTIONS
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To Binary": {
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@ -816,6 +908,13 @@ const OperationConfig = {
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type: "option",
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value: ByteRepr.DELIM_OPTIONS
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To Decimal": {
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@ -838,7 +937,14 @@ const OperationConfig = {
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highlightReverse: "func",
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inputType: "string",
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outputType: "byteArray",
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args: []
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args: [],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To Hexdump": {
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module: "Default",
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@ -896,7 +1002,14 @@ const OperationConfig = {
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description: "Converts HTML entities back to characters<br><br>e.g. <code>&<span>amp;</span></code> becomes <code>&</code>", // <span> tags required to stop the browser just printing &
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inputType: "string",
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outputType: "string",
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args: []
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args: [],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To HTML Entity": {
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module: "Default",
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@ -939,7 +1052,14 @@ const OperationConfig = {
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description: "Converts URI/URL percent-encoded characters back to their raw values.<br><br>e.g. <code>%3d</code> becomes <code>=</code>",
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inputType: "string",
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outputType: "string",
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args: []
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args: [],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"URL Encode": {
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module: "URL",
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@ -972,6 +1092,13 @@ const OperationConfig = {
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type: "option",
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value: Unicode.PREFIXES
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"From Quoted Printable": {
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@ -979,7 +1106,14 @@ const OperationConfig = {
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description: "Converts QP-encoded text back to standard text.",
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inputType: "string",
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outputType: "byteArray",
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args: []
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args: [],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To Quoted Printable": {
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module: "Default",
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@ -999,6 +1133,13 @@ const OperationConfig = {
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type: "boolean",
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value: Punycode.IDN
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To Punycode": {
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@ -2483,6 +2624,13 @@ const OperationConfig = {
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type: "option",
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value: DateTime.UNITS
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To UNIX Timestamp": {
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@ -2777,6 +2925,13 @@ const OperationConfig = {
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type: "boolean",
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value: Compress.INFLATE_VERIFY
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"Gzip": {
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@ -2812,7 +2967,14 @@ const OperationConfig = {
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description: "Decompresses data which has been compressed using the deflate algorithm with gzip headers.",
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inputType: "byteArray",
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outputType: "byteArray",
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args: []
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args: [],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"Zip": {
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module: "Compression",
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@ -2868,6 +3030,13 @@ const OperationConfig = {
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type: "boolean",
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value: Compress.PKUNZIP_VERIFY
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"Bzip2 Decompress": {
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@ -2875,7 +3044,14 @@ const OperationConfig = {
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description: "Decompresses data using the Bzip2 algorithm.",
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inputType: "byteArray",
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outputType: "string",
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args: []
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args: [],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"Generic Code Beautify": {
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module: "Code",
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@ -3320,7 +3496,7 @@ const OperationConfig = {
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},
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"Chi Square": {
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module: "Default",
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description: "Calculates the Chi Square distribution of values.",
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description: "Calculates the Chi-Squared distribution of values.",
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inputType: "ArrayBuffer",
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outputType: "number",
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args: []
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@ -3343,6 +3519,13 @@ const OperationConfig = {
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type: "option",
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value: PublicKey.X509_INPUT_FORMAT
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"PEM to Hex": {
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@ -3614,6 +3797,13 @@ const OperationConfig = {
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type: "option",
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value: MorseCode.WORD_DELIM_OPTIONS
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"Tar": {
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@ -3635,6 +3825,13 @@ const OperationConfig = {
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inputType: "byteArray",
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outputType: "html",
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args: [
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"Head": {
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@ -3776,6 +3973,13 @@ const OperationConfig = {
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type: "option",
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value: Image.INPUT_FORMAT
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"Remove EXIF": {
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@ -3857,8 +4061,14 @@ const OperationConfig = {
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type: "option",
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value: BCD.FORMAT
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}
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],
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patterns: [ // TODO
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//{
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// match: "^$",
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// flags: "",
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// args: []
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//},
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]
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},
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"To BCD": {
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module: "Default",
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@ -22,6 +22,7 @@ class Magic {
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constructor(buf) {
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this.inputBuffer = new Uint8Array(buf);
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this.inputStr = Utils.arrayBufferToStr(buf);
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this.opPatterns = Magic._generateOpPatterns();
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// Match against known encodings
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// findMatchingOps
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@ -33,31 +34,6 @@ class Magic {
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// Offer to run various recipes based on findings
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}
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/**
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* Generates a list of all patterns that operations claim to be able to decode.
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*
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* @static
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* @returns {Object[]}
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*/
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static generateOpPatterns() {
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let opPatterns = [];
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for (let op in OperationConfig) {
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if (!OperationConfig[op].hasOwnProperty("patterns")) continue;
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OperationConfig[op].patterns.forEach(pattern => {
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opPatterns.push({
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op: op,
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match: pattern.match,
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flags: pattern.flags,
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args: pattern.args
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});
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});
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}
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return opPatterns;
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}
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/**
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* Finds operations that claim to be able to decode the input based on regular
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* expression matches.
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@ -65,11 +41,10 @@ class Magic {
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* @returns {Object[]}
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*/
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findMatchingOps() {
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const opPatterns = Magic.generateOpPatterns();
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let matches = [];
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for (let i = 0; i < opPatterns.length; i++) {
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let pattern = opPatterns[i];
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for (let i = 0; i < this.opPatterns.length; i++) {
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let pattern = this.opPatterns[i];
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const regex = new RegExp(pattern.match, pattern.flags);
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if (regex.test(this.inputStr)) {
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matches.push(pattern);
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|
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@ -86,33 +61,13 @@ class Magic {
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* @returns {Object[]}
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*/
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detectLanguage() {
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/**
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* Byte frequencies of various languages generated from Wikipedia dumps taken in late 2017.
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* The Chi-Squared test cannot accept expected values of 0, so 0.0001 has been used to account
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* for bytes that do not normally appear in the language.
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*/
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const langFreqs = {
|
||||
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|
||||
"ps": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.579, 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, 11.932, 0.004, 0.044, 0.0001, 0.0001, 0.003, 0.0001, 0.002, 0.118, 0.118, 0.001, 0.001, 0.026, 0.037, 0.443, 0.009, 0.022, 0.03, 0.021, 0.014, 0.011, 0.012, 0.01, 0.009, 0.01, 0.013, 0.062, 0.001, 0.002, 0.005, 0.002, 0.0001, 0.0001, 0.015, 0.007, 0.011, 0.007, 0.006, 0.005, 0.004, 0.007, 0.009, 0.002, 0.003, 0.005, 0.01, 0.006, 0.004, 0.009, 0.001, 0.006, 0.013, 0.009, 0.003, 0.002, 0.003, 0.001, 0.001, 0.001, 0.004, 0.0001, 0.004, 0.0001, 0.003, 0.0001, 0.147, 0.023, 0.055, 0.054, 0.165, 0.027, 0.031, 0.061, 0.131, 0.002, 0.012, 0.073, 0.048, 0.109, 0.113, 0.034, 0.002, 0.103, 0.097, 0.116, 0.047, 0.015, 0.017, 0.005, 0.027, 0.004, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.103, 0.528, 0.202, 0.231, 2.393, 1.822, 2.655, 3.163, 4.608, 0.307, 2.451, 0.006, 1.513, 0.136, 0.015, 0.009, 1.675, 0.004, 0.009, 0.507, 0.005, 0.0001, 0.154, 0.001, 0.093, 0.002, 0.229, 0.007, 0.005, 0.003, 0.0001, 0.006, 0.024, 0.025, 0.048, 0.014, 0.025, 0.008, 0.038, 4.145, 0.839, 1.375, 1.43, 0.077, 0.25, 0.229, 0.647, 2.983, 0.085, 2.528, 0.449, 1.14, 0.525, 0.146, 0.073, 0.106, 0.064, 0.333, 0.407, 0.02, 0.265, 0.005, 1.278, 0.002, 0.0001, 0.0001, 0.016, 0.003, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.002, 0.001, 0.028, 0.011, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 16.081, 19.012, 3.763, 3.368, 0.0001, 0.0001, 0.0001, 0.0001, 0.003, 0.0001, 0.026, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.038, 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],
|
||||
"pt": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.934, 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, 15.319, 0.004, 0.372, 0.001, 0.002, 0.012, 0.004, 0.016, 0.15, 0.15, 0.001, 0.002, 1.16, 0.21, 0.746, 0.022, 0.296, 0.361, 0.226, 0.106, 0.098, 0.105, 0.096, 0.094, 0.114, 0.207, 0.054, 0.022, 0.006, 0.004, 0.006, 0.002, 0.0001, 0.345, 0.166, 0.295, 0.143, 0.233, 0.136, 0.112, 0.077, 0.129, 0.093, 0.039, 0.119, 0.217, 0.135, 0.164, 0.222, 0.016, 0.14, 0.259, 0.142, 0.064, 0.078, 0.041, 0.021, 0.013, 0.012, 0.007, 0.0001, 0.007, 0.0001, 0.007, 0.0001, 9.026, 0.717, 2.572, 4.173, 8.551, 0.751, 0.906, 0.629, 5.107, 0.172, 0.12, 2.357, 3.189, 4.024, 7.683, 1.87, 0.445, 5.017, 5.188, 3.559, 2.852, 0.875, 0.055, 0.186, 0.122, 0.257, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.034, 0.01, 0.003, 0.003, 0.001, 0.001, 0.001, 0.001, 0.001, 0.014, 0.001, 0.001, 0.001, 0.005, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.009, 0.006, 0.0001, 0.0001, 0.001, 0.001, 0.003, 0.001, 0.001, 0.007, 0.007, 0.0001, 0.001, 0.079, 0.267, 0.045, 0.508, 0.002, 0.001, 0.001, 0.424, 0.003, 0.417, 0.113, 0.003, 0.001, 0.255, 0.001, 0.001, 0.005, 0.003, 0.015, 0.161, 0.032, 0.087, 0.003, 0.001, 0.002, 0.001, 0.095, 0.002, 0.005, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.067, 2.471, 0.004, 0.006, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.004, 0.002, 0.007, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.033, 0.002, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 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],
|
||||
"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) {
|
||||
for (let lang in LANG_FREQS) {
|
||||
chiSqrs.push({
|
||||
lang: lang,
|
||||
chiSqr: this._chiSqr(inputFreq, langFreqs[lang])
|
||||
chiSqr: Magic._chiSqr(inputFreq, LANG_FREQS[lang])
|
||||
});
|
||||
}
|
||||
|
||||
|
|
@ -157,16 +112,43 @@ class Magic {
|
|||
});
|
||||
}
|
||||
|
||||
/**
|
||||
* Generates a list of all patterns that operations claim to be able to decode.
|
||||
*
|
||||
* @private
|
||||
* @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;
|
||||
}
|
||||
|
||||
/**
|
||||
* Calculates Pearson's Chi-Squared test for two frequency arrays.
|
||||
* https://en.wikipedia.org/wiki/Pearson%27s_chi-squared_test
|
||||
*
|
||||
* @private
|
||||
* @static
|
||||
* @param {number[]} observed
|
||||
* @param {number[]} expected
|
||||
* @returns {number}
|
||||
*/
|
||||
_chiSqr(observed, expected) {
|
||||
static _chiSqr(observed, expected) {
|
||||
let tmp,
|
||||
res = 0;
|
||||
|
||||
|
|
@ -179,4 +161,26 @@ class Magic {
|
|||
|
||||
}
|
||||
|
||||
/**
|
||||
* 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.
|
||||
*
|
||||
* @constant
|
||||
*/
|
||||
const LANG_FREQS = {
|
||||
"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],
|
||||
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"pt": [0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.934, 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, 15.319, 0.004, 0.372, 0.001, 0.002, 0.012, 0.004, 0.016, 0.15, 0.15, 0.001, 0.002, 1.16, 0.21, 0.746, 0.022, 0.296, 0.361, 0.226, 0.106, 0.098, 0.105, 0.096, 0.094, 0.114, 0.207, 0.054, 0.022, 0.006, 0.004, 0.006, 0.002, 0.0001, 0.345, 0.166, 0.295, 0.143, 0.233, 0.136, 0.112, 0.077, 0.129, 0.093, 0.039, 0.119, 0.217, 0.135, 0.164, 0.222, 0.016, 0.14, 0.259, 0.142, 0.064, 0.078, 0.041, 0.021, 0.013, 0.012, 0.007, 0.0001, 0.007, 0.0001, 0.007, 0.0001, 9.026, 0.717, 2.572, 4.173, 8.551, 0.751, 0.906, 0.629, 5.107, 0.172, 0.12, 2.357, 3.189, 4.024, 7.683, 1.87, 0.445, 5.017, 5.188, 3.559, 2.852, 0.875, 0.055, 0.186, 0.122, 0.257, 0.0001, 0.002, 0.0001, 0.0001, 0.0001, 0.034, 0.01, 0.003, 0.003, 0.001, 0.001, 0.001, 0.001, 0.001, 0.014, 0.001, 0.001, 0.001, 0.005, 0.001, 0.0001, 0.001, 0.001, 0.001, 0.009, 0.006, 0.0001, 0.0001, 0.001, 0.001, 0.003, 0.001, 0.001, 0.007, 0.007, 0.0001, 0.001, 0.079, 0.267, 0.045, 0.508, 0.002, 0.001, 0.001, 0.424, 0.003, 0.417, 0.113, 0.003, 0.001, 0.255, 0.001, 0.001, 0.005, 0.003, 0.015, 0.161, 0.032, 0.087, 0.003, 0.001, 0.002, 0.001, 0.095, 0.002, 0.005, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.067, 2.471, 0.004, 0.006, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.004, 0.002, 0.007, 0.002, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.0001, 0.001, 0.001, 0.033, 0.002, 0.0001, 0.001, 0.001, 0.0001, 0.0001, 0.0001, 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],
|
||||
"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],
|
||||
};
|
||||
|
||||
export default Magic;
|
||||
|
|
|
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Loading…
Reference in New Issue