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source: branches/HeuristicLab.Problems.GaussianProcessTuning/ILNumerics.2.14.4735.573/Array/ILBaseArray.cs @ 12587

Last change on this file since 12587 was 9102, checked in by gkronber, 12 years ago

#1967: ILNumerics source for experimentation

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1///
2///    This file is part of ILNumerics Community Edition.
3///
4///    ILNumerics Community Edition - high performance computing for applications.
5///    Copyright (C) 2006 - 2012 Haymo Kutschbach, http://ilnumerics.net
6///
7///    ILNumerics Community Edition is free software: you can redistribute it and/or modify
8///    it under the terms of the GNU General Public License version 3 as published by
9///    the Free Software Foundation.
10///
11///    ILNumerics Community Edition is distributed in the hope that it will be useful,
12///    but WITHOUT ANY WARRANTY; without even the implied warranty of
13///    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14///    GNU General Public License for more details.
15///
16///    You should have received a copy of the GNU General Public License
17///    along with ILNumerics Community Edition. See the file License.txt in the root
18///    of your distribution package. If not, see <http://www.gnu.org/licenses/>.
19///
20///    In addition this software uses the following components and/or licenses:
21///
22///    =================================================================================
23///    The Open Toolkit Library License
24///   
25///    Copyright (c) 2006 - 2009 the Open Toolkit library.
26///   
27///    Permission is hereby granted, free of charge, to any person obtaining a copy
28///    of this software and associated documentation files (the "Software"), to deal
29///    in the Software without restriction, including without limitation the rights to
30///    use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
31///    the Software, and to permit persons to whom the Software is furnished to do
32///    so, subject to the following conditions:
33///
34///    The above copyright notice and this permission notice shall be included in all
35///    copies or substantial portions of the Software.
36///
37///    =================================================================================
38///   
39
40using System;
41using ILNumerics;
42using ILNumerics.Misc;
43using ILNumerics.Storage;
44using ILNumerics.Native;
45using System.Runtime.Serialization;
46using System.Runtime.Serialization.Formatters.Binary;
47using System.IO;
48using System.Text;
49using System.Collections.Generic;
50using System.Collections;
51
52namespace ILNumerics {
53    /// <summary>
54    /// Base type for all arrays in ILNumerics
55    /// </summary>
56    /// <remarks>All numerical arrays derive from ILBaseArray. ILBaseArrays itself
57    /// cannot be instantiated. Currently, only ILArray<![CDATA[<>]]> exist, which describe
58    /// a rectangular array as full (solid) or referencing array. There are plans to
59    /// extend the collection of derived types to encompass triangular, diagonal and sparse arrays.
60    /// </remarks>
61    [Serializable]
62    public abstract class ILBaseArray : IDisposable {
63
64        #region attributes
65        /// <summary>
66        /// Name of this array
67        /// </summary>
68        protected String m_name = "";
69        internal ILStorage m_storage;
70        internal int m_scopeCounter = 0;
71        internal bool m_isTempArray;
72        #endregion
73
74        #region properties
75        internal int ScopeID {
76            get { return m_scopeCounter; }
77
78        }
79        internal bool IsDisposed {
80            get { return m_storage == null || m_storage.IsDisposed; }
81        }
82
83        internal ILStorage Storage {
84            get { return m_storage; }
85        }
86
87        /// <summary>
88        /// Size descriptor specification
89        /// </summary>
90        public virtual ILSize Size {
91            get {
92                return Storage.Size;
93            }
94        }
95        /// <summary>
96        /// [deprecated] Use 'Size' as size descriptor!
97        /// </summary>
98        [Obsolete("Use 'Size' instead!")]
99        public ILSize Dimensions {
100            get {
101                return Size;
102            }
103        }
104        /// <summary>
105        /// Size descriptor shortcut
106        /// </summary>
107        public virtual ILSize S {
108            get {
109                return Storage.Size;
110            }
111        }
112        /// <summary>
113        /// [deprecated] Use 'S' as size descriptor!
114        /// </summary>
115        [Obsolete("Use S instead!")]
116        public virtual ILSize D {
117            get {
118                return S;
119            }
120        }
121        /// <summary>
122        /// Length of the longest dimension of this instance
123        /// </summary>
124        /// <remarks>This property is readonly.</remarks>
125        public virtual int Length {
126            get {
127                return Size.Longest;
128            }
129        }
130        /// <summary>
131        /// Gets the name of this array or sets it
132        /// </summary>
133        public String Name {
134            get {
135                return m_name;
136            }
137            set {
138                m_name = value;
139            }
140        }
141        /// <summary>
142        /// Test if this instance is a scalar
143        /// </summary>
144        /// <remarks>This attribute is readonly. It returns: Size.NumberOfElements == 1.</remarks>
145        public virtual bool IsScalar {
146            get {
147                return Size.NumberOfElements == 1;
148            }
149        }
150        /// <summary>
151        /// Test if this instance is a matrix
152        /// </summary>
153        /// <remarks>In order for an array to be a matrix the number of <b>non singleton</b>
154        /// dimensions must equal 2. This attribute is readonly.</remarks>
155        public virtual bool IsMatrix {
156            get {
157                if (Size.NumberOfDimensions == 2)
158                    return true;
159                return (Size.Squeeze().NumberOfDimensions == 2);
160            }
161        }
162        /// <summary>
163        /// Test if this array is a vector
164        /// </summary>
165        /// <remarks>In order for an array to be a vector the number of <b>non singleton</b>
166        /// dimensions must equal 1. Keep in mind that all ILArrays have at least 2 dimensions. Therefore
167        /// it is not sufficient to test for the number of dimensions, but to take the number of
168        /// <b>non singleton</b> dimensions into account. This attribute is readonly.</remarks>
169        public virtual bool IsVector {
170            get {
171                return (Size[0] == 1 || Size[1] == 1) && Size.NumberOfDimensions == 2;
172            }
173        }
174        /// <summary>
175        /// Test if this array instance is a row vector
176        /// </summary>
177        public virtual bool IsRowVector {
178            get {
179                return Size[0] == 1 && Size.NumberOfDimensions == 2;
180            }
181        }
182        /// <summary>
183        /// Test if this array instance is a column vector
184        /// </summary>
185        public virtual bool IsColumnVector {
186            get {
187                return Size[1] == 1 && Size.NumberOfDimensions == 2;;
188            }
189        }
190        /// <summary>
191        /// Test if this instance is an empty array (number of elements stored = 0)
192        /// </summary>
193        public virtual bool IsEmpty {
194            get {
195                return Size.NumberOfElements == 0;
196            }
197        }
198        #endregion
199
200        #region constructors
201        internal ILBaseArray(ILStorage storage, bool isTempArray) {
202            m_storage = storage;
203            m_isTempArray = isTempArray;
204        }
205        /// <summary>
206        /// Implicit cast from scalar of typeof(a) to <c>ILRetArray&lt;typeof(A)&gt;</c>
207        /// </summary>
208        /// <param name="a">Input scalar</param>
209        /// <returns>A ILRetArray of same type as <paramref name="a"/> and size 1x1</returns>
210        public static implicit operator ILBaseArray(double a) {
211            return new ILRetArray<double>(new double[] { a }, ILSize.Scalar1_1); 
212        }
213        /// <summary>
214        /// Implicit cast from scalar of typeof(A) to ILRetArray&lt;typeof(A)&gt;
215        /// </summary>
216        /// <param name="a">Input scalar</param>
217        /// <returns>A ILRetArray of same type as <paramref name="a"/> ans size 1x1</returns>
218        public static implicit operator ILBaseArray(complex a) {
219            return new ILRetArray<complex>(new complex[] { a, 0 }, ILSize.Scalar1_1); 
220        }
221        /// <summary>
222        /// Implicit cast from scalar of typeof(A) to ILRetArray&lt;typeof(A)&gt;
223        /// </summary>
224        /// <param name="a">Input scalar</param>
225        /// <returns>A ILRetArray of same type as <paramref name="a"/> ans size 1x1</returns>
226        public static implicit operator ILBaseArray(fcomplex a) {
227            return new ILRetArray<fcomplex>(new fcomplex[] { a, 0 }, ILSize.Scalar1_1); 
228        }
229        /// <summary>
230        /// Implicit cast from scalar of typeof(A) to ILRetArray&lt;typeof(A)&gt;
231        /// </summary>
232        /// <param name="s">Input scalar</param>
233        /// <returns>A ILRetArray of same type as <paramref name="s"/> and size 1x1</returns>
234        public static implicit operator ILBaseArray(string s) {
235            return new ILRetArray<string>(new string[] { s }, ILSize.Scalar1_1);
236        }
237        //public static implicit operator ILBaseArray(string[] arr) {
238        //    return new ILRetArray<string>(new string[] { String.Join(";", arr) }, ILSize.Scalar1_1);
239        //}
240        /// <summary>
241        /// Implicit cast from scalar of typeof(A) to ILRetArray&lt;typeof(A)&gt;
242        /// </summary>
243        /// <param name="a">Input scalar</param>
244        /// <returns>A ILRetArray of same type as <paramref name="a"/> ans size 1x1</returns>
245        public static implicit operator ILBaseArray(double[] a) {
246            if (a == null || a.Length == 0) {
247                return new ILRetArray<double>(ILSize.Empty00);
248            }
249            ILCell ret = new ILCell(1,a.Length);
250            for (int i = 0; i < a.Length; i++) {
251                ret.SetValue(new ILRetArray<double>(new double[] { a[i] }, ILSize.Scalar1_1),0,i); 
252            }
253            //ret.SetValue("int[]",1,0);
254            return ret;
255        }
256        //public static implicit operator ILBaseArray(int[] a) {
257        //    if (a == null || a.Length == 0) {
258        //        return new ILRetArray<int>(ILSize.Empty00);
259        //    }
260        //    ILCell ret = new ILCell(1,a.Length);
261        //    for (int i = 0; i < a.Length; i++) {
262        //        ret.SetValue(new ILRetArray<int>(new int[] { a[i] }, ILSize.Scalar1_1),0,i); 
263        //    }
264        //    //ret.SetValue("int[]",1,0);
265        //    return ret;
266        //}
267        #endregion
268
269        #region virtual
270        /// <summary>
271        /// Compare elements and shape of this array with another array
272        /// </summary>
273        /// <param name="A">Other array</param>
274        /// <returns>true if shape and element values of both arrays match, false otherwise</returns>
275        /// <remarks><para>'Equals' accepts two vectors even if the orientations do not match. Therefore, a row vector
276        /// with the same element values than another column vector would be considered equal to each other.</para></remarks>
277        public override bool Equals(object A) {
278            ILBaseArray baseArray = A as ILBaseArray;
279            if (baseArray != null) {
280                return Storage.Equals(baseArray.Storage);
281            }
282            if (IsScalar && A is System.ValueType) {
283                return String.Equals(A.ToString(),Storage.GetValue(0).ToString());
284            }
285            return false;
286        }
287        /// <summary>
288        /// Generate a hash code based on the current arrays values
289        /// </summary>
290        /// <returns>Hash code</returns>
291        /// <remarks>The hashcode is created by taking the values currently stored in the array into account.
292        /// Therefore, the function iterates over all elements in the array - which makes it somehow an expensive
293        /// operation. Take this into account, if you consider using large arrays in collections like dictionaries
294        /// or hashtables, which make great use of hash codes.</remarks>
295        public override int GetHashCode() {
296            return Storage.GetHashCode();
297        }
298
299        internal virtual bool EnterScope() {
300            if (m_scopeCounter < 2) {
301                m_scopeCounter++;
302                return true;
303            }
304            return false;
305        }
306        internal virtual void LeaveScope() {
307            if (--m_scopeCounter <= 0) {
308                Dispose();
309            }
310        }
311
312        #endregion
313
314        #region abstract interface
315        /// <summary>
316        /// Clone this array (shallow)
317        /// </summary>
318        /// <returns>ILBaseArray as new representation of this storages data.</returns>
319        /// <remarks>The object returned will be of the same size than this array.
320        /// This this is a 'shallow' copy only! I.e., if elements are copied only. If they are
321        /// references to any objects, those objects are not replicated.</remarks>
322        internal abstract ILBaseArray Clone();
323
324        /// <summary>
325        /// Determine if this array is of complex inner type.
326        /// </summary>
327        public abstract bool IsComplex {
328            get;
329        }
330        /// <summary>
331        /// Determine if this array is of numeric inner type.
332        /// </summary>
333        public abstract bool IsNumeric {
334            get;
335        }
336        /// <summary>
337        /// Print values of this instance to a stream.
338        /// </summary>
339        /// <param name="outStream">Stream to write the values into.</param>
340        /// <param name="format">Format string to be used for output. See <see cref="System.String.Format(string,object)"/> for a specification
341        /// of valid formating expressions. This flag is only used, when 'method' is set to 'Serial'.</param>
342        /// <param name="method">A constant out of <see cref="ILArrayStreamSerializationFlags"/>. Specifies the way
343        /// the values will be serialized.</param>
344        /// <remarks><para>If method 'Formatted' is used, any occurences of NewLine character(s)
345        /// will be replaced from the format string before applying to the elements. This is done to
346        /// prevent the format from breaking the 'page' style for the output.</para>
347        /// <para>If 'method' is set to 'Matlab', the array will be written as Matfile version 5.0. No compression will be used. The internal 'Name' property will be used as
348        /// the array name for writing. This array instance will be the only array in the mat file. If you want to write several arrays bundled into one mat file, use the MatFile class to
349        /// create a collection of arrays and write the MatFile to stream.</para></remarks>
350        public abstract void ToStream(Stream outStream, string format, ILArrayStreamSerializationFlags method);
351
352        /// <summary>
353        /// Convert to string
354        /// </summary>
355        /// <returns>String representation of content</returns>
356        public override string ToString() {
357            return ToString(0);
358        }
359        /// <summary>
360        /// Convert to string with limited length
361        /// </summary>
362        /// <param name="maxLength">Maximal length of returned string; set to 0 to not limit result</param>
363        /// <returns>String representation of content</returns>
364        public virtual string ToString(int maxLength) {
365            string ret = ShortInfo();
366            if (m_storage.Size.NumberOfElements > 1)
367                ret += Environment.NewLine + Storage.ValuesToString(maxLength);
368            return ret;
369        }
370        /// <summary>
371        /// Short textual summary of this instance, used for debug output
372        /// </summary>
373        /// <returns>String representation of type and size</returns>
374        /// <remarks>The type of elements and the size of the array are displayed. If the array
375        /// is scalar, its value is displayed next to the type.</remarks>
376        public virtual String ShortInfo() {
377            return Storage.ShortInfo();
378        }
379        /// <summary>
380        /// Dispose this array and all its content
381        /// </summary>
382        public void Dispose() {
383            if (IsDisposed) return;     
384            if (Storage != null) {
385                Storage.Dispose();
386            }
387        }
388        #endregion
389
390    }
391
392}
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