// /*************************************************************************** // Aaru Data Preservation Suite // ---------------------------------------------------------------------------- // // Filename : SpamSumContext.cs // Author(s) : Natalia Portillo // // Component : Checksums. // // --[ Description ] ---------------------------------------------------------- // // Implements the SpamSum fuzzy hashing algorithm. // // --[ License ] -------------------------------------------------------------- // // This library is free software; you can redistribute it and/or modify // it under the terms of the GNU Lesser General Public License as // published by the Free Software Foundation; either version 2.1 of the // License, or (at your option) any later version. // // This library is distributed in the hope that it will be useful, but // WITHOUT ANY WARRANTY; without even the implied warranty of // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU // Lesser General Public License for more details. // // You should have received a copy of the GNU Lesser General Public // License along with this library; if not, see . // // ---------------------------------------------------------------------------- // Copyright © 2011-2021 Natalia Portillo // ****************************************************************************/ // Based on ssdeep // Copyright (C) 2002 Andrew Tridgell // Copyright (C) 2006 ManTech International Corporation // Copyright (C) 2013 Helmut Grohne // // Earlier versions of this code were named fuzzy.c and can be found at: // http://www.samba.org/ftp/unpacked/junkcode/spamsum/ // http://ssdeep.sf.net/ using System; using System.Runtime.CompilerServices; using System.Text; using Aaru.CommonTypes.Interfaces; namespace Aaru6.Checksums { /// /// Implements the SpamSum fuzzy hashing algorithm. public sealed class SpamSumContext : IChecksum { const uint ROLLING_WINDOW = 7; const uint MIN_BLOCKSIZE = 3; const uint HASH_INIT = 0x27; const uint NUM_BLOCKHASHES = 31; const uint SPAMSUM_LENGTH = 64; const uint FUZZY_MAX_RESULT = (2 * SPAMSUM_LENGTH) + 20; // Precomputed patrial FNV hash table static readonly byte[][] sum_table = { new byte[] { // 0x00 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f, 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f, 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27, 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f }, new byte[] { // 0x01 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14, 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c, 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04, 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c, 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34, 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c, 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24, 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c }, new byte[] { // 0x02 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21, 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29, 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31, 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39, 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01, 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09, 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11, 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19 }, new byte[] { // 0x03 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e, 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36, 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e, 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26, 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e, 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16, 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e, 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06 }, new byte[] { // 0x04 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b, 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03, 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b, 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13, 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b, 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23, 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b, 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33 }, new byte[] { // 0x05 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08, 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00, 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38, 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30, 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28, 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20 }, new byte[] { // 0x06 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35, 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d, 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25, 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d, 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15, 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d, 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05, 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d }, new byte[] { // 0x07 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02, 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a, 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12, 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a, 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22, 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a, 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32, 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a }, new byte[] { // 0x08 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f, 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f, 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f, 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27 }, new byte[] { // 0x09 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c, 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24, 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c, 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34, 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c, 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04, 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c, 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14 }, new byte[] { // 0x0a 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39, 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31, 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29, 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21, 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19, 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11, 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09, 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01 }, new byte[] { // 0x0b 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16, 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e, 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06, 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e, 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36, 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e, 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26, 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e }, new byte[] { // 0x0c 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23, 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b, 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33, 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b, 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03, 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b, 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13, 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b }, new byte[] { // 0x0d 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30, 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38, 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20, 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28, 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00, 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08 }, new byte[] { // 0x0e 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d, 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05, 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d, 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15, 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d, 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25, 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d, 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35 }, new byte[] { // 0x0f 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a, 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12, 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a, 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02, 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a, 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32, 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a, 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22 }, new byte[] { // 0x10 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f, 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27, 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f, 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f, 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f }, new byte[] { // 0x11 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04, 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c, 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14, 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c, 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24, 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c, 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34, 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c }, new byte[] { // 0x12 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11, 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19, 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01, 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09, 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31, 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39, 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21, 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29 }, new byte[] { // 0x13 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e, 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26, 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e, 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36, 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e, 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06, 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e, 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16 }, new byte[] { // 0x14 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b, 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33, 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b, 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23, 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b, 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13, 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b, 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03 }, new byte[] { // 0x15 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08, 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00, 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28, 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20, 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38, 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30 }, new byte[] { // 0x16 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25, 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d, 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35, 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d, 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05, 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d, 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15, 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d }, new byte[] { // 0x17 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32, 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a, 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22, 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a, 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12, 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a, 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02, 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a }, new byte[] { // 0x18 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f, 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f, 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f, 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27, 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37 }, new byte[] { // 0x19 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c, 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14, 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c, 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04, 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c, 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34, 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c, 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24 }, new byte[] { // 0x1a 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29, 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21, 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39, 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31, 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09, 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01, 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19, 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11 }, new byte[] { // 0x1b 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06, 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e, 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16, 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e, 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26, 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e, 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36, 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e }, new byte[] { // 0x1c 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13, 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b, 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03, 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b, 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33, 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b, 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23, 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b }, new byte[] { // 0x1d 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20, 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28, 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30, 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38, 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00, 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08, 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18 }, new byte[] { // 0x1e 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d, 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35, 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d, 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25, 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d, 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15, 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d, 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05 }, new byte[] { // 0x1f 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a, 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02, 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a, 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12, 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a, 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22, 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a, 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32 }, new byte[] { // 0x20 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27, 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f, 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f, 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f }, new byte[] { // 0x21 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34, 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c, 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24, 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c, 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14, 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c, 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04, 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c }, new byte[] { // 0x22 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01, 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09, 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11, 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19, 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21, 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29, 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31, 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39 }, new byte[] { // 0x23 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e, 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16, 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e, 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06, 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e, 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36, 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e, 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26 }, new byte[] { // 0x24 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b, 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23, 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b, 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33, 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b, 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03, 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b, 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13 }, new byte[] { // 0x25 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38, 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30, 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28, 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20, 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08, 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00 }, new byte[] { // 0x26 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15, 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d, 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05, 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d, 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35, 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d, 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25, 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d }, new byte[] { // 0x27 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22, 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a, 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32, 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a, 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02, 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a, 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12, 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a }, new byte[] { // 0x28 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f, 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27, 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f, 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f, 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07 }, new byte[] { // 0x29 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c, 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04, 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c, 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14, 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c, 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24, 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c, 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34 }, new byte[] { // 0x2a 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19, 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11, 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09, 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01, 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39, 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31, 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29, 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21 }, new byte[] { // 0x2b 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36, 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e, 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26, 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e, 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16, 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e, 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06, 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e }, new byte[] { // 0x2c 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03, 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b, 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13, 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b, 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23, 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b, 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33, 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b }, new byte[] { // 0x2d 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00, 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08, 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30, 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38, 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20, 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28 }, new byte[] { // 0x2e 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d, 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25, 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d, 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35, 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d, 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05, 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d, 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15 }, new byte[] { // 0x2f 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a, 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32, 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a, 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22, 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a, 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12, 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a, 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02 }, new byte[] { // 0x30 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17, 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f, 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f, 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27, 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f }, new byte[] { // 0x31 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24, 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c, 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34, 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c, 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04, 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c, 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14, 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c }, new byte[] { // 0x32 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31, 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39, 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21, 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29, 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11, 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19, 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01, 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09 }, new byte[] { // 0x33 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e, 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06, 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e, 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16, 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e, 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26, 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e, 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36 }, new byte[] { // 0x34 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b, 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13, 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b, 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03, 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b, 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33, 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b, 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23 }, new byte[] { // 0x35 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28, 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20, 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38, 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30, 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08, 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00, 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10 }, new byte[] { // 0x36 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05, 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d, 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15, 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d, 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25, 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d, 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35, 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d }, new byte[] { // 0x37 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12, 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a, 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02, 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a, 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32, 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a, 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22, 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a }, new byte[] { // 0x38 0x28, 0x29, 0x2a, 0x2b, 0x2c, 0x2d, 0x2e, 0x2f, 0x20, 0x21, 0x22, 0x23, 0x24, 0x25, 0x26, 0x27, 0x38, 0x39, 0x3a, 0x3b, 0x3c, 0x3d, 0x3e, 0x3f, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x08, 0x09, 0x0a, 0x0b, 0x0c, 0x0d, 0x0e, 0x0f, 0x00, 0x01, 0x02, 0x03, 0x04, 0x05, 0x06, 0x07, 0x18, 0x19, 0x1a, 0x1b, 0x1c, 0x1d, 0x1e, 0x1f, 0x10, 0x11, 0x12, 0x13, 0x14, 0x15, 0x16, 0x17 }, new byte[] { // 0x39 0x3b, 0x3a, 0x39, 0x38, 0x3f, 0x3e, 0x3d, 0x3c, 0x33, 0x32, 0x31, 0x30, 0x37, 0x36, 0x35, 0x34, 0x2b, 0x2a, 0x29, 0x28, 0x2f, 0x2e, 0x2d, 0x2c, 0x23, 0x22, 0x21, 0x20, 0x27, 0x26, 0x25, 0x24, 0x1b, 0x1a, 0x19, 0x18, 0x1f, 0x1e, 0x1d, 0x1c, 0x13, 0x12, 0x11, 0x10, 0x17, 0x16, 0x15, 0x14, 0x0b, 0x0a, 0x09, 0x08, 0x0f, 0x0e, 0x0d, 0x0c, 0x03, 0x02, 0x01, 0x00, 0x07, 0x06, 0x05, 0x04 }, new byte[] { // 0x3a 0x0e, 0x0f, 0x0c, 0x0d, 0x0a, 0x0b, 0x08, 0x09, 0x06, 0x07, 0x04, 0x05, 0x02, 0x03, 0x00, 0x01, 0x1e, 0x1f, 0x1c, 0x1d, 0x1a, 0x1b, 0x18, 0x19, 0x16, 0x17, 0x14, 0x15, 0x12, 0x13, 0x10, 0x11, 0x2e, 0x2f, 0x2c, 0x2d, 0x2a, 0x2b, 0x28, 0x29, 0x26, 0x27, 0x24, 0x25, 0x22, 0x23, 0x20, 0x21, 0x3e, 0x3f, 0x3c, 0x3d, 0x3a, 0x3b, 0x38, 0x39, 0x36, 0x37, 0x34, 0x35, 0x32, 0x33, 0x30, 0x31 }, new byte[] { // 0x3b 0x21, 0x20, 0x23, 0x22, 0x25, 0x24, 0x27, 0x26, 0x29, 0x28, 0x2b, 0x2a, 0x2d, 0x2c, 0x2f, 0x2e, 0x31, 0x30, 0x33, 0x32, 0x35, 0x34, 0x37, 0x36, 0x39, 0x38, 0x3b, 0x3a, 0x3d, 0x3c, 0x3f, 0x3e, 0x01, 0x00, 0x03, 0x02, 0x05, 0x04, 0x07, 0x06, 0x09, 0x08, 0x0b, 0x0a, 0x0d, 0x0c, 0x0f, 0x0e, 0x11, 0x10, 0x13, 0x12, 0x15, 0x14, 0x17, 0x16, 0x19, 0x18, 0x1b, 0x1a, 0x1d, 0x1c, 0x1f, 0x1e }, new byte[] { // 0x3c 0x34, 0x35, 0x36, 0x37, 0x30, 0x31, 0x32, 0x33, 0x3c, 0x3d, 0x3e, 0x3f, 0x38, 0x39, 0x3a, 0x3b, 0x24, 0x25, 0x26, 0x27, 0x20, 0x21, 0x22, 0x23, 0x2c, 0x2d, 0x2e, 0x2f, 0x28, 0x29, 0x2a, 0x2b, 0x14, 0x15, 0x16, 0x17, 0x10, 0x11, 0x12, 0x13, 0x1c, 0x1d, 0x1e, 0x1f, 0x18, 0x19, 0x1a, 0x1b, 0x04, 0x05, 0x06, 0x07, 0x00, 0x01, 0x02, 0x03, 0x0c, 0x0d, 0x0e, 0x0f, 0x08, 0x09, 0x0a, 0x0b }, new byte[] { // 0x3d 0x07, 0x06, 0x05, 0x04, 0x03, 0x02, 0x01, 0x00, 0x0f, 0x0e, 0x0d, 0x0c, 0x0b, 0x0a, 0x09, 0x08, 0x17, 0x16, 0x15, 0x14, 0x13, 0x12, 0x11, 0x10, 0x1f, 0x1e, 0x1d, 0x1c, 0x1b, 0x1a, 0x19, 0x18, 0x27, 0x26, 0x25, 0x24, 0x23, 0x22, 0x21, 0x20, 0x2f, 0x2e, 0x2d, 0x2c, 0x2b, 0x2a, 0x29, 0x28, 0x37, 0x36, 0x35, 0x34, 0x33, 0x32, 0x31, 0x30, 0x3f, 0x3e, 0x3d, 0x3c, 0x3b, 0x3a, 0x39, 0x38 }, new byte[] { // 0x3e 0x1a, 0x1b, 0x18, 0x19, 0x1e, 0x1f, 0x1c, 0x1d, 0x12, 0x13, 0x10, 0x11, 0x16, 0x17, 0x14, 0x15, 0x0a, 0x0b, 0x08, 0x09, 0x0e, 0x0f, 0x0c, 0x0d, 0x02, 0x03, 0x00, 0x01, 0x06, 0x07, 0x04, 0x05, 0x3a, 0x3b, 0x38, 0x39, 0x3e, 0x3f, 0x3c, 0x3d, 0x32, 0x33, 0x30, 0x31, 0x36, 0x37, 0x34, 0x35, 0x2a, 0x2b, 0x28, 0x29, 0x2e, 0x2f, 0x2c, 0x2d, 0x22, 0x23, 0x20, 0x21, 0x26, 0x27, 0x24, 0x25 }, new byte[] { // 0x3f 0x2d, 0x2c, 0x2f, 0x2e, 0x29, 0x28, 0x2b, 0x2a, 0x25, 0x24, 0x27, 0x26, 0x21, 0x20, 0x23, 0x22, 0x3d, 0x3c, 0x3f, 0x3e, 0x39, 0x38, 0x3b, 0x3a, 0x35, 0x34, 0x37, 0x36, 0x31, 0x30, 0x33, 0x32, 0x0d, 0x0c, 0x0f, 0x0e, 0x09, 0x08, 0x0b, 0x0a, 0x05, 0x04, 0x07, 0x06, 0x01, 0x00, 0x03, 0x02, 0x1d, 0x1c, 0x1f, 0x1e, 0x19, 0x18, 0x1b, 0x1a, 0x15, 0x14, 0x17, 0x16, 0x11, 0x10, 0x13, 0x12 } }; //"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/"; readonly byte[] _b64 = { 0x41, 0x42, 0x43, 0x44, 0x45, 0x46, 0x47, 0x48, 0x49, 0x4A, 0x4B, 0x4C, 0x4D, 0x4E, 0x4F, 0x50, 0x51, 0x52, 0x53, 0x54, 0x55, 0x56, 0x57, 0x58, 0x59, 0x5A, 0x61, 0x62, 0x63, 0x64, 0x65, 0x66, 0x67, 0x68, 0x69, 0x6A, 0x6B, 0x6C, 0x6D, 0x6E, 0x6F, 0x70, 0x71, 0x72, 0x73, 0x74, 0x75, 0x76, 0x77, 0x78, 0x79, 0x7A, 0x30, 0x31, 0x32, 0x33, 0x34, 0x35, 0x36, 0x37, 0x38, 0x39, 0x2B, 0x2F }; FuzzyState _self; /// Initializes the SpamSum structures public SpamSumContext() { _self = new FuzzyState { Bh = new BlockhashContext[NUM_BLOCKHASHES] }; for(int i = 0; i < NUM_BLOCKHASHES; i++) _self.Bh[i].Digest = new byte[SPAMSUM_LENGTH]; _self.Bhstart = 0; _self.Bhend = 1; _self.Bh[0].H = HASH_INIT; _self.Bh[0].Halfh = HASH_INIT; _self.Bh[0].Digest[0] = 0; _self.Bh[0].Halfdigest = 0; _self.Bh[0].Dlen = 0; _self.TotalSize = 0; roll_init(); } /// /// Updates the hash with data. /// Data buffer. /// Length of buffer to hash. public void Update(byte[] data, uint len) { _self.TotalSize += len; for(int i = 0; i < len; i++) fuzzy_engine_step(data[i]); } /// /// Updates the hash with data. /// Data buffer. public void Update(byte[] data) => Update(data, (uint)data.Length); /// /// Returns a byte array of the hash value. public byte[] Final() => throw new NotImplementedException("SpamSum does not have a binary representation."); /// /// Returns a base64 representation of the hash value. public string End() { FuzzyDigest(out byte[] result); return CToString(result); } [MethodImpl(MethodImplOptions.AggressiveInlining)] void roll_init() => _self.Roll = new RollState { Window = new byte[ROLLING_WINDOW] }; /* * a rolling hash, based on the Adler checksum. By using a rolling hash * we can perform auto resynchronisation after inserts/deletes * internally, h1 is the sum of the bytes in the window and h2 * is the sum of the bytes times the index * h3 is a shift/xor based rolling hash, and is mostly needed to ensure that * we can cope with large blocksize values */ [MethodImpl(MethodImplOptions.AggressiveInlining)] void roll_hash(uint c) { _self.Roll.H2 -= _self.Roll.H1; _self.Roll.H2 += ROLLING_WINDOW * c; _self.Roll.H1 += c; _self.Roll.H1 -= _self.Roll.Window[_self.Roll.N % ROLLING_WINDOW]; _self.Roll.Window[_self.Roll.N % ROLLING_WINDOW] = (byte)c; _self.Roll.N++; /* The original spamsum AND'ed this value with 0xFFFFFFFF which * in theory should have no effect. This AND has been removed * for performance (jk) */ _self.Roll.H3 <<= 5; _self.Roll.H3 ^= c; } [MethodImpl(MethodImplOptions.AggressiveInlining)] uint roll_sum() => _self.Roll.H1 + _self.Roll.H2 + _self.Roll.H3; /* A simple non-rolling hash, based on the FNV hash. */ [MethodImpl(MethodImplOptions.AggressiveInlining)] static uint sum_hash(uint c, uint h) => sum_table[h][c & 0x3f]; [MethodImpl(MethodImplOptions.AggressiveInlining)] static uint SSDEEP_BS(uint index) => MIN_BLOCKSIZE << (int)index; [MethodImpl(MethodImplOptions.AggressiveInlining)] void fuzzy_try_fork_blockhash() { if(_self.Bhend >= NUM_BLOCKHASHES) return; /* if(_self.Bhend == 0) // assert throw new Exception("Assertion failed");*/ uint obh = _self.Bhend - 1; uint nbh = _self.Bhend; _self.Bh[nbh].H = _self.Bh[obh].H; _self.Bh[nbh].Halfh = _self.Bh[obh].Halfh; _self.Bh[nbh].Digest[0] = 0; _self.Bh[nbh].Halfdigest = 0; _self.Bh[nbh].Dlen = 0; ++_self.Bhend; } [MethodImpl(MethodImplOptions.AggressiveInlining)] void fuzzy_try_reduce_blockhash() { /* if(_self.Bhstart >= _self.Bhend) throw new Exception("Assertion failed");*/ if(_self.Bhend - _self.Bhstart < 2) /* Need at least two working hashes. */ return; if((ulong)SSDEEP_BS(_self.Bhstart) * SPAMSUM_LENGTH >= _self.TotalSize) /* Initial blocksize estimate would select this or a smaller * blocksize. */ return; if(_self.Bh[_self.Bhstart + 1].Dlen < SPAMSUM_LENGTH / 2) /* Estimate adjustment would select this blocksize. */ return; /* At this point we are clearly no longer interested in the * start_blocksize. Get rid of it. */ ++_self.Bhstart; } [MethodImpl(MethodImplOptions.AggressiveInlining)] void fuzzy_engine_step(uint c) { uint i; /* At each character we update the rolling hash and the normal hashes. * When the rolling hash hits a reset value then we emit a normal hash * as a element of the signature and reset the normal hash. */ roll_hash(c); ulong h = roll_sum(); for(i = _self.Bhstart; i < _self.Bhend; ++i) { _self.Bh[i].H = sum_hash(c, _self.Bh[i].H); _self.Bh[i].Halfh = sum_hash(c, _self.Bh[i].Halfh); } for(i = _self.Bhstart; i < _self.Bhend; ++i) { /* With growing blocksize almost no runs fail the next test. */ if(h % SSDEEP_BS(i) != SSDEEP_BS(i) - 1) /* Once this condition is false for one bs, it is * automatically false for all further bs. I.e. if * h === -1 (mod 2*bs) then h === -1 (mod bs). */ break; /* We have hit a reset point. We now emit hashes which are * based on all characters in the piece of the message between * the last reset point and this one */ if(0 == _self.Bh[i].Dlen) fuzzy_try_fork_blockhash(); _self.Bh[i].Digest[_self.Bh[i].Dlen] = _b64[_self.Bh[i].H % 64]; _self.Bh[i].Halfdigest = _b64[_self.Bh[i].Halfh % 64]; if(_self.Bh[i].Dlen < SPAMSUM_LENGTH - 1) { /* We can have a problem with the tail overflowing. The * easiest way to cope with this is to only reset the * normal hash if we have room for more characters in * our signature. This has the effect of combining the * last few pieces of the message into a single piece * */ _self.Bh[i].Digest[++_self.Bh[i].Dlen] = 0; _self.Bh[i].H = HASH_INIT; if(_self.Bh[i].Dlen >= SPAMSUM_LENGTH / 2) continue; _self.Bh[i].Halfh = HASH_INIT; _self.Bh[i].Halfdigest = 0; } else fuzzy_try_reduce_blockhash(); } } // CLAUNIA: Flags seems to never be used in ssdeep, so I just removed it for code simplicity [MethodImpl(MethodImplOptions.AggressiveInlining)] void FuzzyDigest(out byte[] result) { var sb = new StringBuilder(); uint bi = _self.Bhstart; uint h = roll_sum(); int remain = (int)(FUZZY_MAX_RESULT - 1); /* Exclude terminating '\0'. */ result = new byte[FUZZY_MAX_RESULT]; /* Verify that our elimination was not overeager. */ /* if(!(bi == 0 || (ulong)SSDEEP_BS(bi) / 2 * SPAMSUM_LENGTH < _self.TotalSize)) throw new Exception("Assertion failed");*/ int resultOff; /* Initial blocksize guess. */ while((ulong)SSDEEP_BS(bi) * SPAMSUM_LENGTH < _self.TotalSize) { ++bi; if(bi >= NUM_BLOCKHASHES) throw new OverflowException("The input exceeds data types."); } /* Adapt blocksize guess to actual digest length. */ while(bi >= _self.Bhend) --bi; while(bi > _self.Bhstart && _self.Bh[bi].Dlen < SPAMSUM_LENGTH / 2) --bi; /* if(bi > 0 && _self.Bh[bi].Dlen < SPAMSUM_LENGTH / 2) throw new Exception("Assertion failed");*/ sb.AppendFormat("{0}:", SSDEEP_BS(bi)); int i = Encoding.ASCII.GetBytes(sb.ToString()).Length; if(i <= 0) /* Maybe snprintf has set errno here? */ throw new OverflowException("The input exceeds data types."); /* if(i >= remain) throw new Exception("Assertion failed");*/ remain -= i; Array.Copy(Encoding.ASCII.GetBytes(sb.ToString()), 0, result, 0, i); resultOff = i; i = (int)_self.Bh[bi].Dlen; /* if(i > remain) throw new Exception("Assertion failed");*/ Array.Copy(_self.Bh[bi].Digest, 0, result, resultOff, i); resultOff += i; remain -= i; if(h != 0) { /* if(remain <= 0) throw new Exception("Assertion failed");*/ result[resultOff] = _b64[_self.Bh[bi].H % 64]; if(i < 3 || result[resultOff] != result[resultOff - 1] || result[resultOff] != result[resultOff - 2] || result[resultOff] != result[resultOff - 3]) { ++resultOff; --remain; } } else if(_self.Bh[bi].Digest[i] != 0) { if(remain <= 0) throw new Exception("Assertion failed"); result[resultOff] = _self.Bh[bi].Digest[i]; if(i < 3 || result[resultOff] != result[resultOff - 1] || result[resultOff] != result[resultOff - 2] || result[resultOff] != result[resultOff - 3]) { ++resultOff; --remain; } } /* if(remain <= 0) throw new Exception("Assertion failed");*/ result[resultOff++] = 0x3A; // ':' --remain; if(bi < _self.Bhend - 1) { ++bi; i = (int)_self.Bh[bi].Dlen; /* if(i > remain) throw new Exception("Assertion failed");*/ Array.Copy(_self.Bh[bi].Digest, 0, result, resultOff, i); resultOff += i; remain -= i; if(h != 0) { /* if(remain <= 0) throw new Exception("Assertion failed");*/ h = _self.Bh[bi].Halfh; result[resultOff] = _b64[h % 64]; if(i < 3 || result[resultOff] != result[resultOff - 1] || result[resultOff] != result[resultOff - 2] || result[resultOff] != result[resultOff - 3]) { ++resultOff; --remain; } } else { i = _self.Bh[bi].Halfdigest; if(i != 0) { /* if(remain <= 0) throw new Exception("Assertion failed");*/ result[resultOff] = (byte)i; if(i < 3 || result[resultOff] != result[resultOff - 1] || result[resultOff] != result[resultOff - 2] || result[resultOff] != result[resultOff - 3]) { ++resultOff; --remain; } } } } else if(h != 0) { /* if(_self.Bh[bi].Dlen != 0) throw new Exception("Assertion failed"); if(remain <= 0) throw new Exception("Assertion failed");*/ result[resultOff++] = _b64[_self.Bh[bi].H % 64]; /* No need to bother with FUZZY_FLAG_ELIMSEQ, because this * digest has length 1. */ --remain; } result[resultOff] = 0; } /// Gets the hash of a file /// File path. public static byte[] File(string filename) => throw new NotImplementedException("SpamSum does not have a binary representation."); /// Gets the hash of a file in hexadecimal and as a byte array. /// File path. /// Byte array of the hash value. public static string File(string filename, out byte[] hash) => throw new NotImplementedException("Not yet implemented."); /// Gets the hash of the specified data buffer. /// Data buffer. /// Length of the data buffer to hash. /// null /// Base64 representation of SpamSum $blocksize:$hash:$hash public static string Data(byte[] data, uint len, out byte[] hash) { var fuzzyContext = new SpamSumContext(); fuzzyContext.Update(data, len); hash = null; return fuzzyContext.End(); } /// Gets the hash of the specified data buffer. /// Data buffer. /// null /// Base64 representation of SpamSum $blocksize:$hash:$hash public static string Data(byte[] data, out byte[] hash) => Data(data, (uint)data.Length, out hash); // Converts an ASCII null-terminated string to .NET string [MethodImpl(MethodImplOptions.AggressiveInlining)] static string CToString(byte[] cString) { int count = 0; // ReSharper disable once LoopCanBeConvertedToQuery // LINQ is six times slower foreach(byte c in cString) { if(c == 0) break; count++; } return Encoding.ASCII.GetString(cString, 0, count); } struct RollState { public byte[] Window; // ROLLING_WINDOW public uint H1; public uint H2; public uint H3; public uint N; } /* A blockhash contains a signature state for a specific (implicit) blocksize. * The blocksize is given by SSDEEP_BS(index). The h and halfh members are the * FNV hashes, where halfh stops to be reset after digest is SPAMSUM_LENGTH/2 * long. The halfh hash is needed be able to truncate digest for the second * output hash to stay compatible with ssdeep output. */ struct BlockhashContext { public uint H; public uint Halfh; public byte[] Digest; // SPAMSUM_LENGTH public byte Halfdigest; public uint Dlen; } struct FuzzyState { public uint Bhstart; public uint Bhend; public BlockhashContext[] Bh; //NUM_BLOCKHASHES public ulong TotalSize; public RollState Roll; } } }