multiple dispatch - Page 796

Steganography Experiment - Trouble hiding message bits in DCT coefficients

- by JohnHankinson

I have an application requiring me to be able to embed loss-less data into an image. As such I've been experimenting with steganography, specifically via modification of DCT coefficients as the method I select, apart from being loss-less must also be relatively resilient against format conversion, scaling/DSP etc. From the research I've done thus far this method seems to be the best candidate. I've seen a number of papers on the subject which all seem to neglect specific details (some neglect to mention modification of 0 coefficients, or modification of AC coefficient etc). After combining the findings and making a few modifications of my own which include: 1) Using a more quantized version of the DCT matrix to ensure we only modify coefficients that would still be present should the image be JPEG'ed further or processed (I'm using this in place of simply following a zig-zag pattern). 2) I'm modifying bit 4 instead of the LSB and then based on what the original bit value was adjusting the lower bits to minimize the difference. 3) I'm only modifying the blue channel as it should be the least visible. This process must modify the actual image and not the DCT values stored in file (like jsteg) as there is no guarantee the file will be a JPEG, it may also be opened and re-saved at a later stage in a different format. For added robustness I've included the message multiple times and use the bits that occur most often, I had considered using a QR code as the message data or simply applying the reed-solomon error correction, but for this simple application and given that the "message" in question is usually going to be between 10-32 bytes I have plenty of room to repeat it which should provide sufficient redundancy to recover the true bits. No matter what I do I don't seem to be able to recover the bits at the decode stage. I've tried including / excluding various checks (even if it degrades image quality for the time being). I've tried using fixed point vs. double arithmetic, moving the bit to encode, I suspect that the message bits are being lost during the IDCT back to image. Any thoughts or suggestions on how to get this working would be hugely appreciated. (PS I am aware that the actual DCT/IDCT could be optimized from it's naive On4 operation using row column algorithm, or an FDCT like AAN, but for now it just needs to work :) ) Reference Papers: http://www.lokminglui.com/dct.pdf http://arxiv.org/ftp/arxiv/papers/1006/1006.1186.pdf Code for the Encode/Decode process in C# below: using System; using System.Collections.Generic; using System.Linq; using System.Text; using System.Drawing.Imaging; using System.Drawing; namespace ImageKey { public class Encoder { public const int HIDE_BIT_POS = 3; // use bit position 4 (1 << 3). public const int HIDE_COUNT = 16; // Number of times to repeat the message to avoid error. // JPEG Standard Quantization Matrix. // (to get higher quality multiply by (100-quality)/50 .. // for lower than 50 multiply by 50/quality. Then round to integers and clip to ensure only positive integers. public static double[] Q = {16,11,10,16,24,40,51,61, 12,12,14,19,26,58,60,55, 14,13,16,24,40,57,69,56, 14,17,22,29,51,87,80,62, 18,22,37,56,68,109,103,77, 24,35,55,64,81,104,113,92, 49,64,78,87,103,121,120,101, 72,92,95,98,112,100,103,99}; // Maximum qauality quantization matrix (if all 1's doesn't modify coefficients at all). public static double[] Q2 = {1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1, 1,1,1,1,1,1,1,1}; public static Bitmap Encode(Bitmap b, string key) { Bitmap response = new Bitmap(b.Width, b.Height, PixelFormat.Format32bppArgb); uint imgWidth = ((uint)b.Width) & ~((uint)7); // Maximum usable X resolution (divisible by 8). uint imgHeight = ((uint)b.Height) & ~((uint)7); // Maximum usable Y resolution (divisible by 8). // Start be transferring the unmodified image portions. // As we'll be using slightly less width/height for the encoding process we'll need the edges to be populated. for (int y = 0; y < b.Height; y++) for (int x = 0; x < b.Width; x++) { if( (x >= imgWidth && x < b.Width) || (y>=imgHeight && y < b.Height)) response.SetPixel(x, y, b.GetPixel(x, y)); } // Setup the counters and byte data for the message to encode. StringBuilder sb = new StringBuilder(); for(int i=0;i<HIDE_COUNT;i++) sb.Append(key); byte[] codeBytes = System.Text.Encoding.ASCII.GetBytes(sb.ToString()); int bitofs = 0; // Current bit position we've encoded too. int totalBits = (codeBytes.Length * 8); // Total number of bits to encode. for (int y = 0; y < imgHeight; y += 8) { for (int x = 0; x < imgWidth; x += 8) { int[] redData = GetRedChannelData(b, x, y); int[] greenData = GetGreenChannelData(b, x, y); int[] blueData = GetBlueChannelData(b, x, y); int[] newRedData; int[] newGreenData; int[] newBlueData; if (bitofs < totalBits) { double[] redDCT = DCT(ref redData); double[] greenDCT = DCT(ref greenData); double[] blueDCT = DCT(ref blueData); int[] redDCTI = Quantize(ref redDCT, ref Q2); int[] greenDCTI = Quantize(ref greenDCT, ref Q2); int[] blueDCTI = Quantize(ref blueDCT, ref Q2); int[] blueDCTC = Quantize(ref blueDCT, ref Q); HideBits(ref blueDCTI, ref blueDCTC, ref bitofs, ref totalBits, ref codeBytes); double[] redDCT2 = DeQuantize(ref redDCTI, ref Q2); double[] greenDCT2 = DeQuantize(ref greenDCTI, ref Q2); double[] blueDCT2 = DeQuantize(ref blueDCTI, ref Q2); newRedData = IDCT(ref redDCT2); newGreenData = IDCT(ref greenDCT2); newBlueData = IDCT(ref blueDCT2); } else { newRedData = redData; newGreenData = greenData; newBlueData = blueData; } MapToRGBRange(ref newRedData); MapToRGBRange(ref newGreenData); MapToRGBRange(ref newBlueData); for(int dy=0;dy<8;dy++) { for(int dx=0;dx<8;dx++) { int col = (0xff<<24) + (newRedData[dx+(dy*8)]<<16) + (newGreenData[dx+(dy*8)]<<8) + (newBlueData[dx+(dy*8)]); response.SetPixel(x+dx,y+dy,Color.FromArgb(col)); } } } } if (bitofs < totalBits) throw new Exception("Failed to encode data - insufficient cover image coefficients"); return (response); } public static void HideBits(ref int[] DCTMatrix, ref int[] CMatrix, ref int bitofs, ref int totalBits, ref byte[] codeBytes) { int tempValue = 0; for (int u = 0; u < 8; u++) { for (int v = 0; v < 8; v++) { if ( (u != 0 || v != 0) && CMatrix[v+(u*8)] != 0 && DCTMatrix[v+(u*8)] != 0) { if (bitofs < totalBits) { tempValue = DCTMatrix[v + (u * 8)]; int bytePos = (bitofs) >> 3; int bitPos = (bitofs) % 8; byte mask = (byte)(1 << bitPos); byte value = (byte)((codeBytes[bytePos] & mask) >> bitPos); // 0 or 1. if (value == 0) { int a = DCTMatrix[v + (u * 8)] & (1 << HIDE_BIT_POS); if (a != 0) DCTMatrix[v + (u * 8)] |= (1 << HIDE_BIT_POS) - 1; DCTMatrix[v + (u * 8)] &= ~(1 << HIDE_BIT_POS); } else if (value == 1) { int a = DCTMatrix[v + (u * 8)] & (1 << HIDE_BIT_POS); if (a == 0) DCTMatrix[v + (u * 8)] &= ~((1 << HIDE_BIT_POS) - 1); DCTMatrix[v + (u * 8)] |= (1 << HIDE_BIT_POS); } if (DCTMatrix[v + (u * 8)] != 0) bitofs++; else DCTMatrix[v + (u * 8)] = tempValue; } } } } } public static void MapToRGBRange(ref int[] data) { for(int i=0;i<data.Length;i++) { data[i] += 128; if(data[i] < 0) data[i] = 0; else if(data[i] > 255) data[i] = 255; } } public static int[] GetRedChannelData(Bitmap b, int sx, int sy) { int[] data = new int[8 * 8]; for (int y = sy; y < (sy + 8); y++) { for (int x = sx; x < (sx + 8); x++) { uint col = (uint)b.GetPixel(x,y).ToArgb(); data[(x - sx) + ((y - sy) * 8)] = (int)((col >> 16) & 0xff) - 128; } } return (data); } public static int[] GetGreenChannelData(Bitmap b, int sx, int sy) { int[] data = new int[8 * 8]; for (int y = sy; y < (sy + 8); y++) { for (int x = sx; x < (sx + 8); x++) { uint col = (uint)b.GetPixel(x, y).ToArgb(); data[(x - sx) + ((y - sy) * 8)] = (int)((col >> 8) & 0xff) - 128; } } return (data); } public static int[] GetBlueChannelData(Bitmap b, int sx, int sy) { int[] data = new int[8 * 8]; for (int y = sy; y < (sy + 8); y++) { for (int x = sx; x < (sx + 8); x++) { uint col = (uint)b.GetPixel(x, y).ToArgb(); data[(x - sx) + ((y - sy) * 8)] = (int)((col >> 0) & 0xff) - 128; } } return (data); } public static int[] Quantize(ref double[] DCTMatrix, ref double[] Q) { int[] DCTMatrixOut = new int[8*8]; for (int u = 0; u < 8; u++) { for (int v = 0; v < 8; v++) { DCTMatrixOut[v + (u * 8)] = (int)Math.Round(DCTMatrix[v + (u * 8)] / Q[v + (u * 8)]); } } return(DCTMatrixOut); } public static double[] DeQuantize(ref int[] DCTMatrix, ref double[] Q) { double[] DCTMatrixOut = new double[8*8]; for (int u = 0; u < 8; u++) { for (int v = 0; v < 8; v++) { DCTMatrixOut[v + (u * 8)] = (double)DCTMatrix[v + (u * 8)] * Q[v + (u * 8)]; } } return(DCTMatrixOut); } public static double[] DCT(ref int[] data) { double[] DCTMatrix = new double[8 * 8]; for (int v = 0; v < 8; v++) { for (int u = 0; u < 8; u++) { double cu = 1; if (u == 0) cu = (1.0 / Math.Sqrt(2.0)); double cv = 1; if (v == 0) cv = (1.0 / Math.Sqrt(2.0)); double sum = 0.0; for (int y = 0; y < 8; y++) { for (int x = 0; x < 8; x++) { double s = data[x + (y * 8)]; double dctVal = Math.Cos((2 * y + 1) * v * Math.PI / 16) * Math.Cos((2 * x + 1) * u * Math.PI / 16); sum += s * dctVal; } } DCTMatrix[u + (v * 8)] = (0.25 * cu * cv * sum); } } return (DCTMatrix); } public static int[] IDCT(ref double[] DCTMatrix) { int[] Matrix = new int[8 * 8]; for (int y = 0; y < 8; y++) { for (int x = 0; x < 8; x++) { double sum = 0; for (int v = 0; v < 8; v++) { for (int u = 0; u < 8; u++) { double cu = 1; if (u == 0) cu = (1.0 / Math.Sqrt(2.0)); double cv = 1; if (v == 0) cv = (1.0 / Math.Sqrt(2.0)); double idctVal = (cu * cv) / 4.0 * Math.Cos((2 * y + 1) * v * Math.PI / 16) * Math.Cos((2 * x + 1) * u * Math.PI / 16); sum += (DCTMatrix[u + (v * 8)] * idctVal); } } Matrix[x + (y * 8)] = (int)Math.Round(sum); } } return (Matrix); } } public class Decoder { public static string Decode(Bitmap b, int expectedLength) { expectedLength *= Encoder.HIDE_COUNT; uint imgWidth = ((uint)b.Width) & ~((uint)7); // Maximum usable X resolution (divisible by 8). uint imgHeight = ((uint)b.Height) & ~((uint)7); // Maximum usable Y resolution (divisible by 8). // Setup the counters and byte data for the message to decode. byte[] codeBytes = new byte[expectedLength]; byte[] outBytes = new byte[expectedLength / Encoder.HIDE_COUNT]; int bitofs = 0; // Current bit position we've decoded too. int totalBits = (codeBytes.Length * 8); // Total number of bits to decode. for (int y = 0; y < imgHeight; y += 8) { for (int x = 0; x < imgWidth; x += 8) { int[] blueData = ImageKey.Encoder.GetBlueChannelData(b, x, y); double[] blueDCT = ImageKey.Encoder.DCT(ref blueData); int[] blueDCTI = ImageKey.Encoder.Quantize(ref blueDCT, ref Encoder.Q2); int[] blueDCTC = ImageKey.Encoder.Quantize(ref blueDCT, ref Encoder.Q); if (bitofs < totalBits) GetBits(ref blueDCTI, ref blueDCTC, ref bitofs, ref totalBits, ref codeBytes); } } bitofs = 0; for (int i = 0; i < (expectedLength / Encoder.HIDE_COUNT) * 8; i++) { int bytePos = (bitofs) >> 3; int bitPos = (bitofs) % 8; byte mask = (byte)(1 << bitPos); List<int> values = new List<int>(); int zeroCount = 0; int oneCount = 0; for (int j = 0; j < Encoder.HIDE_COUNT; j++) { int val = (codeBytes[bytePos + ((expectedLength / Encoder.HIDE_COUNT) * j)] & mask) >> bitPos; values.Add(val); if (val == 0) zeroCount++; else oneCount++; } if (oneCount >= zeroCount) outBytes[bytePos] |= mask; bitofs++; values.Clear(); } return (System.Text.Encoding.ASCII.GetString(outBytes)); } public static void GetBits(ref int[] DCTMatrix, ref int[] CMatrix, ref int bitofs, ref int totalBits, ref byte[] codeBytes) { for (int u = 0; u < 8; u++) { for (int v = 0; v < 8; v++) { if ((u != 0 || v != 0) && CMatrix[v + (u * 8)] != 0 && DCTMatrix[v + (u * 8)] != 0) { if (bitofs < totalBits) { int bytePos = (bitofs) >> 3; int bitPos = (bitofs) % 8; byte mask = (byte)(1 << bitPos); int value = DCTMatrix[v + (u * 8)] & (1 << Encoder.HIDE_BIT_POS); if (value != 0) codeBytes[bytePos] |= mask; bitofs++; } } } } } } } UPDATE: By switching to using a QR Code as the source message and swapping a pair of coefficients in each block instead of bit manipulation I've been able to get the message to survive the transform. However to get the message to come through without corruption I have to adjust both coefficients as well as swap them. For example swapping (3,4) and (4,3) in the DCT matrix and then respectively adding 8 and subtracting 8 as an arbitrary constant seems to work. This survives a re-JPEG'ing of 96 but any form of scaling/cropping destroys the message again. I was hoping that by operating on mid to low frequency values that the message would be preserved even under some light image manipulation.

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Twitter Bootstrap styling conflicts with plug-ins like jqGrid and other third part libraries

- by Renso

Issues:The concern is that the Twitter Bootstrap framework is that some of their css selectors are simply too generic and have incompatibility issues and conflicts with most third party plug-ins and css libraries, like jQuery-UI and jqGrid.My most pressing concern is only with the generic selector for the styling of "INPUT" controls.Some concerns:So basically anyone using BS (Bootstrap) will have to override styling 100% of the time on all input controls on all their web pages for all the plug-ins they use that render their own styling for input controls. This seems to chisel away any reason for using Bootstrap. Overriding Bootstrap css in this case seems illogical at best as it implies the BS styling is not correct or as granular as it is supposed to be. It also suggests you realize there is an issue here. Any person who has written a fair amount of css will realize that it is a mammoth task to to take an existing app, converting it to BS and then having to find all non-BS input controls and styling them all. The worst part is that there is no generic styling for this as each input control has a different source/context, some are regular tags and some belong to plug-ins, each with their own flavor of styling. For new web apps the challenge is not that different, each time you add a new plug-in you will have to test all facets of it, and I mean all of it, pop-ups, etc, that contain any kind of input control to make sure it is styled correctly. I am having a hard time seeing the benefits of BS in this context. So until the BS team addresses the issue, or not, you may be wondering what is the easiest solution.Help the community to drive this issue home by creating a new issue on github, see my entry here: https://github.com/twitter/bootstrap/issues/4008. As you can see I got some good and some negative feedback, but we all agree it is an issue. I do believe my solution below should be reverse compatible if the proper class declarations were followed as recommended by Bootstrap.The solution:Add a higher-level qualifier to the input selector, which may not break anything. Add "control-group" and "controls" classes as higher-level selectors, as they have to be declared inside those classes anyway as far as I understand the design approach of BS. So in my example below can modify the css without possible breaking anything, see the css at the bottom. I tested this briefly and seems to render just as expected. May not be complete as I only spent a few minutes on the css. Your feedback will be greatly appreciated. <div class="control-group"> <label title="" for="Contact_FirstName" class="control-label">First Name</label> <div class="controls"> <input type="text" value="" name="Contact.FirstName" id="Contact_FirstName" data-val-required="The Reader Contact&#39;s First Name is required" data-val-length-min="2" data-val-length-max="250" data-val-length="The maximum length allowed for the Reader Contact&#39;s First Name is 250 characters and must be two or more characters long" data-val="true" class="input-medium"> <span data-valmsg-replace="true" data-valmsg-for="Contact.FirstName" class="field-validation-valid"></span> </div></div>Here are the SCSS (SASS) updates. In stead of just including the updates I decided to include the entire bootstrap SCSS file so you can just copy-and-paste it in stead of trying to figure out what selectors have changed./*! * Bootstrap v2.0.4 * Enhacement by Renso Hollhumer * Copyright 2012 Twitter, Inc * Licensed under the Apache License v2.0 * http://www.apache.org/licenses/LICENSE-2.0 * * Designed and built with all the love in the world @twitter by @mdo and @fat. * Enhancement by Renso Hollhumer: To isolate styling of INPUT tags to the Bootstrap context only */.clearfix { *zoom: 1;}.clearfix:before,.clearfix:after { display: table; content: "";}.clearfix:after { clear: both;}.hide-text { font: 0/0 a; color: transparent; text-shadow: none; background-color: transparent; border: 0;}.input-block-level { display: block; width: 100%; min-height: 28px; -webkit-box-sizing: border-box; -moz-box-sizing: border-box; -ms-box-sizing: border-box; box-sizing: border-box;}article,aside,details,figcaption,figure,footer,header,hgroup,nav,section { display: block;}audio,canvas,video { display: inline-block; 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left: 0; margin-top: -5px; border-top: 5px solid transparent; border-bottom: 5px solid transparent; border-right: 5px solid #000000;}.popover.bottom .arrow { top: 0; left: 50%; margin-left: -5px; border-left: 5px solid transparent; border-right: 5px solid transparent; border-bottom: 5px solid #000000;}.popover.left .arrow { top: 50%; right: 0; margin-top: -5px; border-top: 5px solid transparent; border-bottom: 5px solid transparent; border-left: 5px solid #000000;}.popover .arrow { position: absolute; width: 0; height: 0;}.popover-inner { padding: 3px; width: 280px; overflow: hidden; background: #000000; background: rgba(0, 0, 0, 0.8); -webkit-border-radius: 6px; -moz-border-radius: 6px; border-radius: 6px; -webkit-box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); -moz-box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3);}.popover-title { padding: 9px 15px; line-height: 1; background-color: #f5f5f5; border-bottom: 1px solid #eee; -webkit-border-radius: 3px 3px 0 0; -moz-border-radius: 3px 3px 0 0; border-radius: 3px 3px 0 0;}.popover-content { padding: 14px; background-color: #ffffff; -webkit-border-radius: 0 0 3px 3px; -moz-border-radius: 0 0 3px 3px; border-radius: 0 0 3px 3px; -webkit-background-clip: padding-box; -moz-background-clip: padding-box; background-clip: padding-box;}.popover-content p,.popover-content ul,.popover-content ol { margin-bottom: 0;}.modal-open .dropdown-menu { z-index: 2050;}.modal-open .dropdown.open { *z-index: 2050;}.modal-open .popover { z-index: 2060;}.modal-open .tooltip { z-index: 2070;}.modal-backdrop { position: fixed; top: 0; right: 0; bottom: 0; left: 0; z-index: 1040; background-color: #000000;}.modal-backdrop.fade { opacity: 0;}.modal-backdrop,.modal-backdrop.fade.in { opacity: 0.8; filter: alpha(opacity=80);}.modal { position: fixed; top: 50%; left: 50%; z-index: 1050; overflow: auto; width: 560px; margin: -250px 0 0 -280px; background-color: #ffffff; border: 1px solid #999; border: 1px solid rgba(0, 0, 0, 0.3); *border: 1px solid #999; /* IE6-7 */ -webkit-border-radius: 6px; -moz-border-radius: 6px; border-radius: 6px; -webkit-box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); -moz-box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); box-shadow: 0 3px 7px rgba(0, 0, 0, 0.3); -webkit-background-clip: padding-box; -moz-background-clip: padding-box; background-clip: padding-box;}.modal.fade { -webkit-transition: opacity .3s linear, top .3s ease-out; -moz-transition: opacity .3s linear, top .3s ease-out; -ms-transition: opacity .3s linear, top .3s ease-out; -o-transition: opacity .3s linear, top .3s ease-out; transition: opacity .3s linear, top .3s ease-out; top: -25%;}.modal.fade.in { top: 50%;}.modal-header { padding: 9px 15px; border-bottom: 1px solid #eee;}.modal-header .close { margin-top: 2px;}.modal-body { overflow-y: auto; max-height: 400px; padding: 15px;}.modal-form { margin-bottom: 0;}.modal-footer { padding: 14px 15px 15px; margin-bottom: 0; text-align: right; background-color: #f5f5f5; border-top: 1px solid #ddd; -webkit-border-radius: 0 0 6px 6px; -moz-border-radius: 0 0 6px 6px; border-radius: 0 0 6px 6px; -webkit-box-shadow: inset 0 1px 0 #ffffff; -moz-box-shadow: inset 0 1px 0 #ffffff; box-shadow: inset 0 1px 0 #ffffff; *zoom: 1;}.modal-footer:before,.modal-footer:after { display: table; content: "";}.modal-footer:after { clear: both;}.modal-footer .btn + .btn { margin-left: 5px; margin-bottom: 0;}.modal-footer .btn-group .btn + .btn { margin-left: -1px;}.dropup,.dropdown { position: relative;}.dropdown-toggle { *margin-bottom: -3px;}.dropdown-toggle:active,.open .dropdown-toggle { outline: 0;}.caret { display: inline-block; width: 0; height: 0; vertical-align: top; border-top: 4px solid #000000; border-right: 4px solid transparent; border-left: 4px solid transparent; content: ""; opacity: 0.3; filter: alpha(opacity=30);}.dropdown .caret { margin-top: 8px; margin-left: 2px;}.dropdown:hover .caret,.open .caret { opacity: 1; filter: alpha(opacity=100);}.dropdown-menu { position: absolute; top: 100%; left: 0; z-index: 1000; display: none; float: left; min-width: 160px; padding: 4px 0; margin: 1px 0 0; list-style: none; background-color: #ffffff; border: 1px solid #ccc; border: 1px solid rgba(0, 0, 0, 0.2); *border-right-width: 2px; *border-bottom-width: 2px; -webkit-border-radius: 5px; -moz-border-radius: 5px; border-radius: 5px; -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); -moz-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2); -webkit-background-clip: padding-box; -moz-background-clip: padding; background-clip: padding-box;}.dropdown-menu.pull-right { right: 0; left: auto;}.dropdown-menu .divider { *width: 100%; height: 1px; margin: 8px 1px; *margin: -5px 0 5px; overflow: hidden; background-color: #e5e5e5; border-bottom: 1px solid #ffffff;}.dropdown-menu a { display: block; padding: 3px 15px; clear: both; font-weight: normal; line-height: 18px; color: #333333; white-space: nowrap;}.dropdown-menu li > a:hover,.dropdown-menu .active > a,.dropdown-menu .active > a:hover { color: #ffffff; text-decoration: none; background-color: #0088cc;}.open { *z-index: 1000;}.open > .dropdown-menu { display: block;}.pull-right > .dropdown-menu { right: 0; left: auto;}.dropup .caret,.navbar-fixed-bottom .dropdown .caret { border-top: 0; border-bottom: 4px solid #000000; content: "\2191";}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu { top: auto; bottom: 100%; margin-bottom: 1px;}.typeahead { margin-top: 2px; -webkit-border-radius: 4px; -moz-border-radius: 4px; border-radius: 4px;}.accordion { margin-bottom: 18px;}.accordion-group { margin-bottom: 2px; border: 1px solid #e5e5e5; -webkit-border-radius: 4px; -moz-border-radius: 4px; border-radius: 4px;}.accordion-heading { border-bottom: 0;}.accordion-heading .accordion-toggle { display: block; padding: 8px 15px;}.accordion-toggle { cursor: pointer;}.accordion-inner { padding: 9px 15px; border-top: 1px solid #e5e5e5;}.carousel { position: relative; margin-bottom: 18px; line-height: 1;}.carousel-inner { overflow: hidden; width: 100%; position: relative;}.carousel .item { display: none; position: relative; -webkit-transition: 0.6s ease-in-out left; -moz-transition: 0.6s ease-in-out left; -ms-transition: 0.6s ease-in-out left; -o-transition: 0.6s ease-in-out left; transition: 0.6s ease-in-out left;}.carousel .item > img { display: block; line-height: 1;}.carousel .active,.carousel .next,.carousel .prev { display: block;}.carousel .active { left: 0;}.carousel .next,.carousel .prev { position: absolute; top: 0; width: 100%;}.carousel .next { left: 100%;}.carousel .prev { left: -100%;}.carousel .next.left,.carousel .prev.right { left: 0;}.carousel .active.left { left: -100%;}.carousel .active.right { left: 100%;}.carousel-control { position: absolute; top: 40%; left: 15px; width: 40px; height: 40px; margin-top: -20px; font-size: 60px; font-weight: 100; line-height: 30px; color: #ffffff; text-align: center; background: #222222; border: 3px solid #ffffff; -webkit-border-radius: 23px; -moz-border-radius: 23px; border-radius: 23px; opacity: 0.5; filter: alpha(opacity=50);}.carousel-control.right { left: auto; right: 15px;}.carousel-control:hover { color: #ffffff; text-decoration: none; opacity: 0.9; filter: alpha(opacity=90);}.carousel-caption { position: absolute; left: 0; right: 0; bottom: 0; padding: 10px 15px 5px; background: #333333; background: rgba(0, 0, 0, 0.75);}.carousel-caption h4,.carousel-caption p { color: #ffffff;}.well { min-height: 20px; padding: 19px; margin-bottom: 20px; background-color: #f5f5f5; border: 1px solid #eee; border: 1px solid rgba(0, 0, 0, 0.05); -webkit-border-radius: 4px; -moz-border-radius: 4px; border-radius: 4px; -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05); -moz-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05); box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);}.well blockquote { border-color: #ddd; border-color: rgba(0, 0, 0, 0.15);}.well-large { padding: 24px; -webkit-border-radius: 6px; -moz-border-radius: 6px; border-radius: 6px;}.well-small { padding: 9px; -webkit-border-radius: 3px; -moz-border-radius: 3px; border-radius: 3px;}.close { float: right; font-size: 20px; font-weight: bold; line-height: 18px; color: #000000; text-shadow: 0 1px 0 #ffffff; opacity: 0.2; filter: alpha(opacity=20);}.close:hover { color: #000000; text-decoration: none; cursor: pointer; opacity: 0.4; filter: alpha(opacity=40);}button.close { padding: 0; cursor: pointer; background: transparent; border: 0; -webkit-appearance: none;}.pull-right { float: right;}.pull-left { float: left;}.hide { display: none;}.show { display: block;}.invisible { visibility: hidden;}.fade { opacity: 0; -webkit-transition: opacity 0.15s linear; -moz-transition: opacity 0.15s linear; -ms-transition: opacity 0.15s linear; -o-transition: opacity 0.15s linear; transition: opacity 0.15s linear;}.fade.in { opacity: 1;}.collapse { position: relative; height: 0; overflow: hidden; -webkit-transition: height 0.35s ease; -moz-transition: height 0.35s ease; -ms-transition: height 0.35s ease; -o-transition: height 0.35s ease; transition: height 0.35s ease;}.collapse.in { height: auto;}.hidden { display: none; visibility: hidden;}.visible-phone { display: none !important;}.visible-tablet { display: none !important;}.hidden-desktop { display: none !important;}@media (max-width: 767px) { .visible-phone { display: inherit !important; } .hidden-phone { display: none !important; } .hidden-desktop { display: inherit !important; } .visible-desktop { display: none !important; }}@media (min-width: 768px) and (max-width: 979px) { .visible-tablet { display: inherit !important; } .hidden-tablet { display: none !important; } .hidden-desktop { display: inherit !important; } .visible-desktop { display: none !important ; }}@media (max-width: 480px) { .nav-collapse { -webkit-transform: translate3d(0, 0, 0); } .page-header h1 small { display: block; line-height: 18px; } input[type="checkbox"], input[type="radio"] { border: 1px solid #ccc; } .form-horizontal .control-group > label { float: none; width: auto; padding-top: 0; text-align: left; } .form-horizontal .controls { margin-left: 0; } .form-horizontal .control-list { padding-top: 0; } .form-horizontal .form-actions { padding-left: 10px; padding-right: 10px; } .modal { position: absolute; top: 10px; left: 10px; right: 10px; width: auto; margin: 0; } .modal.fade.in { top: auto; } .modal-header .close { padding: 10px; margin: -10px; } .carousel-caption { position: static; }}@media (max-width: 767px) { body { padding-left: 20px; padding-right: 20px; } .navbar-fixed-top, .navbar-fixed-bottom { margin-left: -20px; margin-right: -20px; } .container-fluid { padding: 0; } .dl-horizontal dt { float: none; clear: none; width: auto; text-align: left; } .dl-horizontal dd { margin-left: 0; } .container { width: auto; } .row-fluid { width: 100%; } .row, .thumbnails { margin-left: 0; } [class*="span"], .row-fluid [class*="span"] { float: none; display: block; width: auto; margin-left: 0; } .input-large, .input-xlarge, .input-xxlarge, input[class*="span"], select[class*="span"], textarea[class*="span"], .uneditable-input { display: block; width: 100%; min-height: 28px; -webkit-box-sizing: border-box; -moz-box-sizing: border-box; -ms-box-sizing: border-box; box-sizing: border-box; } .input-prepend input, .input-append input, .input-prepend input[class*="span"], .input-append input[class*="span"] { display: inline-block; width: auto; }}@media (min-width: 768px) and (max-width: 979px) { .row { margin-left: -20px; *zoom: 1; } .row:before, .row:after { display: table; content: ""; } .row:after { clear: both; } [class*="span"] { float: left; margin-left: 20px; } .container, .navbar-fixed-top .container, .navbar-fixed-bottom .container { width: 724px; } .span12 { width: 724px; } .span11 { width: 662px; } .span10 { width: 600px; } .span9 { width: 538px; } .span8 { width: 476px; } .span7 { width: 414px; } .span6 { width: 352px; } .span5 { width: 290px; } .span4 { width: 228px; } .span3 { width: 166px; } .span2 { width: 104px; } .span1 { width: 42px; } .offset12 { margin-left: 764px; } .offset11 { margin-left: 702px; } .offset10 { margin-left: 640px; } .offset9 { margin-left: 578px; } .offset8 { margin-left: 516px; } .offset7 { margin-left: 454px; } .offset6 { margin-left: 392px; } .offset5 { margin-left: 330px; } .offset4 { margin-left: 268px; } .offset3 { margin-left: 206px; } .offset2 { margin-left: 144px; } .offset1 { margin-left: 82px; } .row-fluid { width: 100%; *zoom: 1; } .row-fluid:before, .row-fluid:after { display: table; content: ""; } .row-fluid:after { clear: both; } .row-fluid [class*="span"] { display: block; width: 100%; min-height: 28px; -webkit-box-sizing: border-box; -moz-box-sizing: border-box; -ms-box-sizing: border-box; box-sizing: border-box; float: left; margin-left: 2.762430939%; *margin-left: 2.709239449638298%; } .row-fluid [class*="span"]:first-child { margin-left: 0; } .row-fluid .span12 { width: 99.999999993%; *width: 99.9468085036383%; } .row-fluid .span11 { width: 91.436464082%; *width: 91.38327259263829%; } .row-fluid .span10 { width: 82.87292817100001%; *width: 82.8197366816383%; } .row-fluid .span9 { width: 74.30939226%; 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} input.span7, textarea.span7, .uneditable-input.span7 { width: 404px; } input.span6, textarea.span6, .uneditable-input.span6 { width: 342px; } input.span5, textarea.span5, .uneditable-input.span5 { width: 280px; } input.span4, textarea.span4, .uneditable-input.span4 { width: 218px; } input.span3, textarea.span3, .uneditable-input.span3 { width: 156px; } input.span2, textarea.span2, .uneditable-input.span2 { width: 94px; } input.span1, textarea.span1, .uneditable-input.span1 { width: 32px; }}@media (min-width: 1200px) { .row { margin-left: -30px; *zoom: 1; } .row:before, .row:after { display: table; content: ""; } .row:after { clear: both; } [class*="span"] { float: left; margin-left: 30px; } .container, .navbar-fixed-top .container, .navbar-fixed-bottom .container { width: 1170px; } .span12 { width: 1170px; } .span11 { width: 1070px; } .span10 { width: 970px; } .span9 { width: 870px; } .span8 { width: 770px; } .span7 { width: 670px; } .span6 { width: 570px; } .span5 { width: 470px; } .span4 { width: 370px; 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} input.span10, textarea.span10, .uneditable-input.span10 { width: 960px; } input.span9, textarea.span9, .uneditable-input.span9 { width: 860px; } input.span8, textarea.span8, .uneditable-input.span8 { width: 760px; } input.span7, textarea.span7, .uneditable-input.span7 { width: 660px; } input.span6, textarea.span6, .uneditable-input.span6 { width: 560px; } input.span5, textarea.span5, .uneditable-input.span5 { width: 460px; } input.span4, textarea.span4, .uneditable-input.span4 { width: 360px; } input.span3, textarea.span3, .uneditable-input.span3 { width: 260px; } input.span2, textarea.span2, .uneditable-input.span2 { width: 160px; } input.span1, textarea.span1, .uneditable-input.span1 { width: 60px; } .thumbnails { margin-left: -30px; } .thumbnails > li { margin-left: 30px; } .row-fluid .thumbnails { margin-left: 0; }}@media (max-width: 979px) { body { padding-top: 0; } .navbar-fixed-top, .navbar-fixed-bottom { position: static; } .navbar-fixed-top { margin-bottom: 18px; } .navbar-fixed-bottom { margin-top: 18px; } .navbar-fixed-top .navbar-inner, .navbar-fixed-bottom .navbar-inner { padding: 5px; } .navbar .container { width: auto; padding: 0; } .navbar .brand { padding-left: 10px; padding-right: 10px; margin: 0 0 0 -5px; } .nav-collapse { clear: both; } .nav-collapse .nav { float: none; margin: 0 0 9px; } .nav-collapse .nav > li { float: none; } .nav-collapse .nav > li > a { margin-bottom: 2px; } .nav-collapse .nav > .divider-vertical { display: none; } .nav-collapse .nav .nav-header { color: #999999; text-shadow: none; } .nav-collapse .nav > li > a, .nav-collapse .dropdown-menu a { padding: 6px 15px; font-weight: bold; color: #999999; -webkit-border-radius: 3px; -moz-border-radius: 3px; border-radius: 3px; } .nav-collapse .btn { padding: 4px 10px 4px; font-weight: normal; -webkit-border-radius: 4px; -moz-border-radius: 4px; border-radius: 4px; } .nav-collapse .dropdown-menu li + li a { margin-bottom: 2px; } .nav-collapse .nav > li > a:hover, .nav-collapse .dropdown-menu a:hover { background-color: #222222; } .nav-collapse.in .btn-group { margin-top: 5px; padding: 0; } .nav-collapse .dropdown-menu { position: static; top: auto; left: auto; float: none; display: block; max-width: none; margin: 0 15px; padding: 0; background-color: transparent; border: none; -webkit-border-radius: 0; -moz-border-radius: 0; border-radius: 0; -webkit-box-shadow: none; -moz-box-shadow: none; box-shadow: none; } .nav-collapse .dropdown-menu:before, .nav-collapse .dropdown-menu:after { display: none; } .nav-collapse .dropdown-menu .divider { display: none; } .nav-collapse .navbar-form, .nav-collapse .navbar-search { float: none; padding: 9px 15px; margin: 9px 0; border-top: 1px solid #222222; border-bottom: 1px solid #222222; -webkit-box-shadow: inset 0 1px 0 rgba(255,255,255,.1), 0 1px 0 rgba(255,255,255,.1); -moz-box-shadow: inset 0 1px 0 rgba(255,255,255,.1), 0 1px 0 rgba(255,255,255,.1); box-shadow: inset 0 1px 0 rgba(255,255,255,.1), 0 1px 0 rgba(255,255,255,.1); } .navbar .nav-collapse .nav.pull-right { float: none; margin-left: 0; } .nav-collapse, .nav-collapse.collapse { overflow: hidden; height: 0; } .navbar .btn-navbar { display: block; } .navbar-static .navbar-inner { padding-left: 10px; padding-right: 10px; }}@media (min-width: 980px) { .nav-collapse.collapse { height: auto !important; overflow: visible !important; }}

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loading xml into SQL Server 2008 using sqlbulkload component

- by mohamed

"Error: Schema: relationship expected on 'headerRecord'." I get the above error while load xml file to SQL Server 2008 using SQLXMLBulkLoad4 Component , the xml file contains Call Detail records, I have generated schema file from xml file using both , Dataset and XSD.exe tool, but the error remains same., if there is another way to imports xml file with multiple tables that have relationship in each file into SQL Server 2008? . Here the xml file: <CallEventDataFile> <headerRecord> <productionDateTime>0912021247482B0300</productionDateTime> <recordingEntity>00</recordingEntity> <extensions/> </headerRecord> <callEventRecords> <mtSMSRecord> <recordType>7</recordType> <serviceCentre>91521230</serviceCentre> <servedIMSI>36570000031728F2</servedIMSI> <servedIMEI>53886000707896F0</servedIMEI> <servedMSISDN>915212454503F2</servedMSISDN> <msClassmark>3319A1</msClassmark> <recordingEntity>915212110100</recordingEntity> <location> <locationAreaCode>0006</locationAreaCode> <cellIdentifier>0C6E</cellIdentifier> </location> <deliveryTime>0912021535412B0300</deliveryTime> <systemType> <gERAN/> </systemType> <basicService> <teleservice>21</teleservice> </basicService> <additionalChgInfo> <chargeIndicator>2</chargeIndicator> </additionalChgInfo> <chargedParty> <calledParty/> </chargedParty> <orgRNCorBSCId>8E1A</orgRNCorBSCId> <orgMSCId>921A</orgMSCId> <globalAreaID>36F70500060C6E</globalAreaID> <subscriberCategory>0A</subscriberCategory> <firstmccmnc>36F705</firstmccmnc> <smsUserDataType>FF</smsUserDataType> <origination>8191F2</origination> <callReference>1605EB2FE1</callReference> </mtSMSRecord> <moSMSRecord> <recordType>6</recordType> <servedIMSI>36570000238707F9</servedIMSI> <servedIMEI>53928320195925F0</servedIMEI> <servedMSISDN>915212159430F2</servedMSISDN> <msClassmark>3319A2</msClassmark> <serviceCentre>91521230</serviceCentre> <recordingEntity>915212110100</recordingEntity> <location> <locationAreaCode>001B</locationAreaCode> <cellIdentifier>6983</cellIdentifier> </location> <messageReference>01</messageReference> <originationTime>0912021535412B0300</originationTime> <destinationNumber>8111F1</destinationNumber> <systemType> <gERAN/> </systemType> <basicService> <teleservice>22</teleservice> </basicService> <additionalChgInfo> <chargeIndicator>2</chargeIndicator> </additionalChgInfo> <chargedParty> <callingParty/> </chargedParty> <orgRNCorBSCId>8F1A</orgRNCorBSCId> <orgMSCId>921A</orgMSCId> <globalAreaID>36F705001B6983</globalAreaID> <subscriberCategory>0A</subscriberCategory> <firstmccmnc>36F705</firstmccmnc> <smsUserDataType>FF</smsUserDataType> <callReference>1701BED4FF</callReference> </moSMSRecord> <ssActionRecord> <recordType>10</recordType> <servedIMSI>36570000636448F8</servedIMSI> <servedIMEI>53246030714961F0</servedIMEI> <servedMSISDN>915212056928F8</servedMSISDN> <msClassmark>3018A1</msClassmark> <recordingEntity>915212110100</recordingEntity> <location> <locationAreaCode>000C</locationAreaCode> <cellIdentifier>05A5</cellIdentifier> </location> <supplService>FF</supplService> <ssAction> <ussdInvocation/> </ssAction> <ssActionTime>0912021535412B0300</ssActionTime> <ssParameters> <unstructuredData>AA5C2E3702</unstructuredData> </ssParameters> <callReference>1701BED500</callReference> <systemType> <gERAN/> </systemType> <ussdCodingScheme>0F</ussdCodingScheme> <ussdString> <UssdString>AA5C2E3702</UssdString> </ussdString> <ussdRequestCounter>1</ussdRequestCounter> <additionalChgInfo> <chargeIndicator>1</chargeIndicator> </additionalChgInfo> <orgRNCorBSCId>8E1A</orgRNCorBSCId> <orgMSCId>921A</orgMSCId> <globalAreaID>36F705000C05A5</globalAreaID> <subscriberCategory>0A</subscriberCategory> <firstmccmnc>36F705</firstmccmnc> </ssActionRecord> <moCallRecord> <recordType>0</recordType> <servedIMSI>36570000807501F5</servedIMSI> <servedIMEI>53246030713955F0</servedIMEI> <servedMSISDN>915212157901F0</servedMSISDN> <callingNumber>A151911700</callingNumber> <calledNumber>8151677589</calledNumber> <roamingNumber>A111113850</roamingNumber> <recordingEntity>915212110100</recordingEntity> <mscIncomingROUTE> <rOUTEName>HWBSC2</rOUTEName> </mscIncomingROUTE> <mscOutgoingROUTE> <rOUTEName>HWBSC2</rOUTEName> </mscOutgoingROUTE> <location> <locationAreaCode>0006</locationAreaCode> <cellIdentifier>0C2F</cellIdentifier> </location> <basicService> <teleservice>11</teleservice> </basicService> <msClassmark>3319A1</msClassmark> <answerTime>0912021535382B0300</answerTime> <releaseTime>0912021535422B0300</releaseTime> <callDuration>4</callDuration> <radioChanRequested> <dualFullRatePreferred/> </radioChanRequested> <radioChanUsed> <halfRate/> </radioChanUsed> <causeForTerm>0</causeForTerm> <diagnostics> <gsm0408Cause>144</gsm0408Cause> </diagnostics> <callReference>1701BED501</callReference> <additionalChgInfo> <chargeIndicator>2</chargeIndicator> </additionalChgInfo> <gsm-SCFAddress>915212110130</gsm-SCFAddress> <serviceKey>1</serviceKey> <networkCallReference>171D555132</networkCallReference> <mSCAddress>915212110100</mSCAddress> <speechVersionSupported>25</speechVersionSupported> <speechVersionUsed>21</speechVersionUsed> <numberOfDPEncountered>3</numberOfDPEncountered> <levelOfCAMELService>01</levelOfCAMELService> <freeFormatData>800130</freeFormatData> <systemType> <gERAN/> </systemType> <classmark3>C000</classmark3> <chargedParty> <callingParty/> </chargedParty> <mscOutgoingCircuit>1051</mscOutgoingCircuit> <orgRNCorBSCId>8E1A</orgRNCorBSCId> <orgMSCId>921A</orgMSCId> <calledIMSI>36570000635618F8</calledIMSI> <globalAreaID>36F70500060C2F</globalAreaID> <subscriberCategory>0A</subscriberCategory> <firstmccmnc>36F705</firstmccmnc> <lastmccmnc>36F705</lastmccmnc> </moCallRecord> <mtCallRecord> <recordType>1</recordType> <servedIMSI>36570000635618F8</servedIMSI> <servedIMEI>53464010474309F0</servedIMEI> <servedMSISDN>915212755697F8</servedMSISDN> <callingNumber>A151911700</callingNumber> <recordingEntity>915212110100</recordingEntity> <mscIncomingROUTE> <rOUTEName>HWBSC2</rOUTEName> </mscIncomingROUTE> <mscOutgoingROUTE> <rOUTEName>HWBSC2</rOUTEName> </mscOutgoingROUTE> <location> <locationAreaCode>0006</locationAreaCode> <cellIdentifier>0C2D</cellIdentifier> </location> <basicService> <teleservice>11</teleservice> </basicService> <supplServicesUsed> <SuppServiceUsedid> <ssCode>11</ssCode> <ssTime>0912021535382B0300</ssTime> </SuppServiceUsedid> </supplServicesUsed> <msClassmark>331981</msClassmark> <answerTime>0912021535382B0300</answerTime> <releaseTime>0912021535422B0300</releaseTime> <callDuration>4</callDuration> <radioChanRequested> <dualFullRatePreferred/> </radioChanRequested> <radioChanUsed> <halfRate/> </radioChanUsed> <causeForTerm>0</causeForTerm> <diagnostics> <gsm0408Cause>144</gsm0408Cause> </diagnostics> <callReference>1701BED502</callReference> <additionalChgInfo> <chargeIndicator>2</chargeIndicator> </additionalChgInfo> <networkCallReference>171D555132</networkCallReference> <mSCAddress>915212110100</mSCAddress> <speechVersionSupported>25</speechVersionSupported> <speechVersionUsed>21</speechVersionUsed> <systemType> <gERAN/> </systemType> <classmark3>C000</classmark3> <chargedParty> <calledParty/> </chargedParty> <roamingNumber>A111113850</roamingNumber> <mscIncomingCircuit>9119</mscIncomingCircuit> <orgRNCorBSCId>8E1A</orgRNCorBSCId> <orgMSCId>921A</orgMSCId> <globalAreaID>36F70500060C2D</globalAreaID> <subscriberCategory>0A</subscriberCategory> <firstmccmnc>36F705</firstmccmnc> <lastmccmnc>36F705</lastmccmnc> </mtCallRecord> <incGatewayRecord> <recordType>3</recordType> <callingNumber>A17005991565</callingNumber> <calledNumber>A1853643F7</calledNumber> <recordingEntity>915212110100</recordingEntity> <mscIncomingROUTE> <rOUTEName>ZPSTN</rOUTEName> </mscIncomingROUTE> <mscOutgoingROUTE> <rOUTEName>ZTEBSC3</rOUTEName> </mscOutgoingROUTE> <answerTime>0912021535302B0300</answerTime> <releaseTime>0912021535422B0300</releaseTime> <callDuration>12</callDuration> <causeForTerm>0</causeForTerm> <diagnostics> <gsm0408Cause>144</gsm0408Cause> </diagnostics> <callReference>2203AFBF84</callReference> <basicService> <teleservice>11</teleservice> </basicService> <additionalChgInfo> <chargeIndicator>2</chargeIndicator> </additionalChgInfo> <roamingNumber>A111111980</roamingNumber> <mscIncomingCircuit>934</mscIncomingCircuit> <orgMSCId>921A</orgMSCId> <mscIncomingRouteAttribute> <isup/> </mscIncomingRouteAttribute> <networkCallReference>22432B5132</networkCallReference> </incGatewayRecord> <outGatewayRecord> <recordType>4</recordType> <callingNumber>A151012431</callingNumber> <calledNumber>817026936873</calledNumber> <recordingEntity>915212110100</recordingEntity> <mscIncomingROUTE> <rOUTEName>HWBSC</rOUTEName> </mscIncomingROUTE> <mscOutgoingROUTE> <rOUTEName>ZPSTN</rOUTEName> </mscOutgoingROUTE> <answerTime>0912021535192B0300</answerTime> <releaseTime>0912021535432B0300</releaseTime> <callDuration>24</callDuration> <causeForTerm>0</causeForTerm> <diagnostics> <gsm0408Cause>144</gsm0408Cause> </diagnostics> <callReference>2303B19880</callReference> <basicService> <teleservice>11</teleservice> </basicService> <additionalChgInfo> <chargeIndicator>2</chargeIndicator> </additionalChgInfo> <mscOutgoingCircuit>398</mscOutgoingCircuit> <orgMSCId>921A</orgMSCId> <mscOutgoingRouteAttribute> <isup/> </mscOutgoingRouteAttribute> <networkCallReference>238BE55132</networkCallReference> </outGatewayRecord> </callEventRecords> <trailerRecord> <productionDateTime>0912021247512B0300</productionDateTime> <recordingEntity>00</recordingEntity> <firstCallDateTime>000000000000000000</firstCallDateTime> <lastCallDateTime>000000000000000000</lastCallDateTime> <noOfRecords>521</noOfRecords> <extensions/> </trailerRecord> <extensions/> </CallEventDataFile> Schema File generated by Dataset: <?xml version="1.0" standalone="yes"?> <xs:schema id="NewDataSet" xmlns="" xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:msdata="urn:schemas-microsoft-com:xml-msdata"> <xs:element name="location"> <xs:complexType> <xs:sequence> <xs:element name="locationAreaCode" type="xs:string" minOccurs="0" /> <xs:element name="cellIdentifier" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="systemType"> <xs:complexType> <xs:sequence> <xs:element name="gERAN" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="basicService"> <xs:complexType> <xs:sequence> <xs:element name="teleservice" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="additionalChgInfo"> <xs:complexType> <xs:sequence> <xs:element name="chargeIndicator" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="chargedParty"> <xs:complexType> <xs:sequence> <xs:element name="calledParty" type="xs:string" minOccurs="0" /> <xs:element name="callingParty" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="mscIncomingROUTE"> <xs:complexType> <xs:sequence> <xs:element name="rOUTEName" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="mscOutgoingROUTE"> <xs:complexType> <xs:sequence> <xs:element name="rOUTEName" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="radioChanRequested"> <xs:complexType> <xs:sequence> <xs:element name="dualFullRatePreferred" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="radioChanUsed"> <xs:complexType> <xs:sequence> <xs:element name="halfRate" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="diagnostics"> <xs:complexType> <xs:sequence> <xs:element name="gsm0408Cause" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="CallEventDataFile"> <xs:complexType> <xs:sequence> <xs:element name="extensions" type="xs:string" minOccurs="0" /> <xs:element name="headerRecord" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="productionDateTime" type="xs:string" minOccurs="0" /> <xs:element name="recordingEntity" type="xs:string" minOccurs="0" /> <xs:element name="extensions" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="callEventRecords" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="mtSMSRecord" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="recordType" type="xs:string" minOccurs="0" /> <xs:element name="serviceCentre" type="xs:string" minOccurs="0" /> <xs:element name="servedIMSI" type="xs:string" minOccurs="0" /> <xs:element name="servedIMEI" type="xs:string" minOccurs="0" /> <xs:element name="servedMSISDN" type="xs:string" minOccurs="0" /> <xs:element name="msClassmark" type="xs:string" minOccurs="0" /> <xs:element name="recordingEntity" type="xs:string" minOccurs="0" /> <xs:element name="deliveryTime" type="xs:string" minOccurs="0" /> <xs:element name="orgRNCorBSCId" type="xs:string" minOccurs="0" /> <xs:element name="orgMSCId" type="xs:string" minOccurs="0" /> <xs:element name="globalAreaID" type="xs:string" minOccurs="0" /> <xs:element name="subscriberCategory" type="xs:string" minOccurs="0" /> <xs:element name="firstmccmnc" type="xs:string" minOccurs="0" /> <xs:element name="smsUserDataType" type="xs:string" minOccurs="0" /> <xs:element name="origination" type="xs:string" minOccurs="0" /> <xs:element name="callReference" type="xs:string" minOccurs="0" /> <xs:element ref="location" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="systemType" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="basicService" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="additionalChgInfo" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="chargedParty" minOccurs="0" maxOccurs="unbounded" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="moSMSRecord" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="recordType" type="xs:string" minOccurs="0" /> <xs:element name="servedIMSI" type="xs:string" minOccurs="0" /> <xs:element name="servedIMEI" type="xs:string" minOccurs="0" /> <xs:element name="servedMSISDN" type="xs:string" minOccurs="0" /> <xs:element name="msClassmark" type="xs:string" minOccurs="0" /> <xs:element name="serviceCentre" type="xs:string" minOccurs="0" /> <xs:element name="recordingEntity" type="xs:string" minOccurs="0" /> <xs:element name="messageReference" type="xs:string" minOccurs="0" /> <xs:element name="originationTime" type="xs:string" minOccurs="0" /> <xs:element name="destinationNumber" type="xs:string" minOccurs="0" /> <xs:element name="orgRNCorBSCId" type="xs:string" minOccurs="0" /> <xs:element name="orgMSCId" type="xs:string" minOccurs="0" /> <xs:element name="globalAreaID" type="xs:string" minOccurs="0" /> <xs:element name="subscriberCategory" type="xs:string" minOccurs="0" /> <xs:element name="firstmccmnc" type="xs:string" minOccurs="0" /> <xs:element name="smsUserDataType" type="xs:string" minOccurs="0" /> <xs:element name="callReference" type="xs:string" minOccurs="0" /> <xs:element ref="location" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="systemType" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="basicService" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="additionalChgInfo" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="chargedParty" minOccurs="0" maxOccurs="unbounded" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="ssActionRecord" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="recordType" type="xs:string" minOccurs="0" /> <xs:element name="servedIMSI" type="xs:string" minOccurs="0" /> <xs:element name="servedIMEI" type="xs:string" minOccurs="0" /> <xs:element name="servedMSISDN" type="xs:string" minOccurs="0" /> <xs:element name="msClassmark" type="xs:string" minOccurs="0" /> <xs:element name="recordingEntity" type="xs:string" minOccurs="0" /> <xs:element name="supplService" type="xs:string" minOccurs="0" /> <xs:element name="ssActionTime" type="xs:string" minOccurs="0" /> <xs:element name="callReference" type="xs:string" minOccurs="0" /> <xs:element name="ussdCodingScheme" type="xs:string" minOccurs="0" /> <xs:element name="ussdRequestCounter" type="xs:string" minOccurs="0" /> <xs:element name="orgRNCorBSCId" type="xs:string" minOccurs="0" /> <xs:element name="orgMSCId" type="xs:string" minOccurs="0" /> <xs:element name="globalAreaID" type="xs:string" minOccurs="0" /> <xs:element name="subscriberCategory" type="xs:string" minOccurs="0" /> <xs:element name="firstmccmnc" type="xs:string" minOccurs="0" /> <xs:element ref="location" minOccurs="0" maxOccurs="unbounded" /> <xs:element name="ssAction" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="ussdInvocation" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="ssParameters" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="unstructuredData" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element ref="systemType" minOccurs="0" maxOccurs="unbounded" /> <xs:element name="ussdString" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="UssdString" type="xs:string" minOccurs="0" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element ref="additionalChgInfo" minOccurs="0" maxOccurs="unbounded" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="moCallRecord" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="recordType" type="xs:string" minOccurs="0" /> <xs:element name="servedIMSI" type="xs:string" minOccurs="0" /> <xs:element name="servedIMEI" type="xs:string" minOccurs="0" /> <xs:element name="servedMSISDN" type="xs:string" minOccurs="0" /> <xs:element name="callingNumber" type="xs:string" minOccurs="0" /> <xs:element name="calledNumber" type="xs:string" minOccurs="0" /> <xs:element name="roamingNumber" type="xs:string" minOccurs="0" /> <xs:element name="recordingEntity" type="xs:string" minOccurs="0" /> <xs:element name="msClassmark" type="xs:string" minOccurs="0" /> <xs:element name="answerTime" type="xs:string" minOccurs="0" /> <xs:element name="releaseTime" type="xs:string" minOccurs="0" /> <xs:element name="callDuration" type="xs:string" minOccurs="0" /> <xs:element name="causeForTerm" type="xs:string" minOccurs="0" /> <xs:element name="callReference" type="xs:string" minOccurs="0" /> <xs:element name="gsm-SCFAddress" type="xs:string" minOccurs="0" /> <xs:element name="serviceKey" type="xs:string" minOccurs="0" /> <xs:element name="networkCallReference" type="xs:string" minOccurs="0" /> <xs:element name="mSCAddress" type="xs:string" minOccurs="0" /> <xs:element name="speechVersionSupported" type="xs:string" minOccurs="0" /> <xs:element name="speechVersionUsed" type="xs:string" minOccurs="0" /> <xs:element name="numberOfDPEncountered" type="xs:string" minOccurs="0" /> <xs:element name="levelOfCAMELService" type="xs:string" minOccurs="0" /> <xs:element name="freeFormatData" type="xs:string" minOccurs="0" /> <xs:element name="classmark3" type="xs:string" minOccurs="0" /> <xs:element name="mscOutgoingCircuit" type="xs:string" minOccurs="0" /> <xs:element name="orgRNCorBSCId" type="xs:string" minOccurs="0" /> <xs:element name="orgMSCId" type="xs:string" minOccurs="0" /> <xs:element name="calledIMSI" type="xs:string" minOccurs="0" /> <xs:element name="globalAreaID" type="xs:string" minOccurs="0" /> <xs:element name="subscriberCategory" type="xs:string" minOccurs="0" /> <xs:element name="firstmccmnc" type="xs:string" minOccurs="0" /> <xs:element name="lastmccmnc" type="xs:string" minOccurs="0" /> <xs:element ref="mscIncomingROUTE" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="mscOutgoingROUTE" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="location" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="basicService" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="radioChanRequested" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="radioChanUsed" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="diagnostics" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="additionalChgInfo" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="systemType" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="chargedParty" minOccurs="0" maxOccurs="unbounded" /> </xs:sequence> </xs:complexType> </xs:element> <xs:element name="mtCallRecord" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="recordType" type="xs:string" minOccurs="0" /> <xs:element name="servedIMSI" type="xs:string" minOccurs="0" /> <xs:element name="servedIMEI" type="xs:string" minOccurs="0" /> <xs:element name="servedMSISDN" type="xs:string" minOccurs="0" /> <xs:element name="callingNumber" type="xs:string" minOccurs="0" /> <xs:element name="recordingEntity" type="xs:string" minOccurs="0" /> <xs:element name="msClassmark" type="xs:string" minOccurs="0" /> <xs:element name="answerTime" type="xs:string" minOccurs="0" /> <xs:element name="releaseTime" type="xs:string" minOccurs="0" /> <xs:element name="callDuration" type="xs:string" minOccurs="0" /> <xs:element name="causeForTerm" type="xs:string" minOccurs="0" /> <xs:element name="callReference" type="xs:string" minOccurs="0" /> <xs:element name="networkCallReference" type="xs:string" minOccurs="0" /> <xs:element name="mSCAddress" type="xs:string" minOccurs="0" /> <xs:element name="speechVersionSupported" type="xs:string" minOccurs="0" /> <xs:element name="speechVersionUsed" type="xs:string" minOccurs="0" /> <xs:element name="classmark3" type="xs:string" minOccurs="0" /> <xs:element name="roamingNumber" type="xs:string" minOccurs="0" /> <xs:element name="mscIncomingCircuit" type="xs:string" minOccurs="0" /> <xs:element name="orgRNCorBSCId" type="xs:string" minOccurs="0" /> <xs:element name="orgMSCId" type="xs:string" minOccurs="0" /> <xs:element name="globalAreaID" type="xs:string" minOccurs="0" /> <xs:element name="subscriberCategory" type="xs:string" minOccurs="0" /> <xs:element name="firstmccmnc" type="xs:string" minOccurs="0" /> <xs:element name="lastmccmnc" type="xs:string" minOccurs="0" /> <xs:element ref="mscIncomingROUTE" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="mscOutgoingROUTE" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="location" minOccurs="0" maxOccurs="unbounded" /> <xs:element ref="basicService" minOccurs="0" maxOccurs="unbounded" /> <xs:element name="supplServicesUsed" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="SuppServiceUsedid" minOccurs="0" maxOccurs="unbounded"> <xs:complexType> <xs:sequence> <xs:element name="ssCode" type="xs:string" minOccurs="0" /> <xs:element name="ssTime" type="xs:string" minOccurs="0" /> </xs:sequence>

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