// /*************************************************************************** // The Disc Image Chef // ---------------------------------------------------------------------------- // // Filename : Entropy.cs // Author(s) : Natalia Portillo // // Component : Verbs. // // --[ Description ] ---------------------------------------------------------- // // Implements the 'entropy' verb. // // --[ License ] -------------------------------------------------------------- // // This program is free software: you can redistribute it and/or modify // it under the terms of the GNU General Public License as // published by the Free Software Foundation, either version 3 of the // License, or (at your option) any later version. // // This program 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 General Public License for more details. // // You should have received a copy of the GNU General Public License // along with this program. If not, see . // // ---------------------------------------------------------------------------- // Copyright © 2011-2018 Natalia Portillo // ****************************************************************************/ using System; using System.Collections.Generic; using System.Linq; using DiscImageChef.Checksums; using DiscImageChef.Console; using DiscImageChef.Core; using DiscImageChef.DiscImages; using DiscImageChef.Filters; namespace DiscImageChef.Commands { static class Entropy { internal static void DoEntropy(EntropyOptions options) { DicConsole.DebugWriteLine("Entropy command", "--debug={0}", options.Debug); DicConsole.DebugWriteLine("Entropy command", "--verbose={0}", options.Verbose); DicConsole.DebugWriteLine("Entropy command", "--separated-tracks={0}", options.SeparatedTracks); DicConsole.DebugWriteLine("Entropy command", "--whole-disc={0}", options.WholeDisc); DicConsole.DebugWriteLine("Entropy command", "--input={0}", options.InputFile); DicConsole.DebugWriteLine("Entropy command", "--duplicated-sectors={0}", options.DuplicatedSectors); FiltersList filtersList = new FiltersList(); Filter inputFilter = filtersList.GetFilter(options.InputFile); if(inputFilter == null) { DicConsole.ErrorWriteLine("Cannot open specified file."); return; } ImagePlugin inputFormat = ImageFormat.Detect(inputFilter); if(inputFormat == null) { DicConsole.ErrorWriteLine("Unable to recognize image format, not checksumming"); return; } inputFormat.OpenImage(inputFilter); Core.Statistics.AddMediaFormat(inputFormat.GetImageFormat()); Core.Statistics.AddMedia(inputFormat.ImageInfo.MediaType, false); Core.Statistics.AddFilter(inputFilter.Name); double entropy = 0; ulong[] entTable; ulong sectors; if(options.SeparatedTracks) try { List inputTracks = inputFormat.GetTracks(); foreach(Track currentTrack in inputTracks) { Sha1Context sha1CtxTrack = new Sha1Context(); entTable = new ulong[256]; ulong trackSize = 0; List uniqueSectorsPerTrack = new List(); sectors = currentTrack.TrackEndSector - currentTrack.TrackStartSector + 1; DicConsole.WriteLine("Track {0} has {1} sectors", currentTrack.TrackSequence, sectors); for(ulong i = currentTrack.TrackStartSector; i <= currentTrack.TrackEndSector; i++) { DicConsole.Write("\rEntropying sector {0} of track {1}", i + 1, currentTrack.TrackSequence); byte[] sector = inputFormat.ReadSector(i, currentTrack.TrackSequence); if(options.DuplicatedSectors) { string sectorHash = sha1CtxTrack.Data(sector, out _); if(!uniqueSectorsPerTrack.Contains(sectorHash)) uniqueSectorsPerTrack.Add(sectorHash); } foreach(byte b in sector) entTable[b]++; trackSize += (ulong)sector.LongLength; } entropy += entTable.Select(l => (double)l / (double)trackSize) .Select(frequency => -(frequency * Math.Log(frequency, 2))).Sum(); DicConsole.WriteLine("Entropy for track {0} is {1:F4}.", currentTrack.TrackSequence, entropy); if(options.DuplicatedSectors) DicConsole.WriteLine("Track {0} has {1} unique sectors ({1:P3})", currentTrack.TrackSequence, uniqueSectorsPerTrack.Count, (double)uniqueSectorsPerTrack.Count / (double)sectors); DicConsole.WriteLine(); } } catch(Exception ex) { if(options.Debug) DicConsole.DebugWriteLine("Could not get tracks because {0}", ex.Message); else DicConsole.ErrorWriteLine("Unable to get separate tracks, not calculating their entropy"); } if(!options.WholeDisc) return; Sha1Context sha1Ctx = new Sha1Context(); entTable = new ulong[256]; ulong diskSize = 0; List uniqueSectors = new List(); sectors = inputFormat.GetSectors(); DicConsole.WriteLine("Sectors {0}", sectors); sha1Ctx.Init(); for(ulong i = 0; i < sectors; i++) { DicConsole.Write("\rEntropying sector {0}", i + 1); byte[] sector = inputFormat.ReadSector(i); if(options.DuplicatedSectors) { string sectorHash = sha1Ctx.Data(sector, out _); if(!uniqueSectors.Contains(sectorHash)) uniqueSectors.Add(sectorHash); } foreach(byte b in sector) entTable[b]++; diskSize += (ulong)sector.LongLength; } entropy += entTable.Select(l => (double)l / (double)diskSize) .Select(frequency => -(frequency * Math.Log(frequency, 2))).Sum(); DicConsole.WriteLine(); DicConsole.WriteLine("Entropy for disk is {0:F4}.", entropy); if(options.DuplicatedSectors) DicConsole.WriteLine("Disk has {0} unique sectors ({1:P3})", uniqueSectors.Count, (double)uniqueSectors.Count / (double)sectors); Core.Statistics.AddCommand("entropy"); } } }