分词帮助类代码,C#代码库,德仔网

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【C#】分词帮助类
作者:静华 / 发布于2018/7/17/ 582
using System;
using System.Collections;
using System.IO;
using System.Text.RegularExpressions;
 
namespace DotNet.Utilities
{
    /// <summary>
    /// 分词辅助类
    /// </summary>
    public class SegList
    {
        public int MaxLength;
        private ArrayList m_seg;
 
        public int Count
        {
            get
            {
                return m_seg.Count;
            }
        }
 
        public SegList()
        {
            m_seg = new ArrayList();
            MaxLength = 0;
        }
 
        public void Add(object obj)
        {
            m_seg.Add(obj);
            if (MaxLength < obj.ToString().Length)
            {
                MaxLength = obj.ToString().Length;
            }
        }
 
        public object GetElem(int i)
        {
            if (i < this.Count)
                return m_seg[i];
            else
                return null;
        }
 
        public void SetElem(int i, object obj)
        {
            m_seg[i] = obj;
        }
 
        public bool Contains(object obj)
        {
            return m_seg.Contains(obj);
        }
 
        /// <summary>
        /// 按长度排序
        /// </summary>
        public void Sort()
        {
            Sort(this);
        }
 
        /// <summary>
        /// 按长度排序
        /// </summary>
        public void Sort(SegList list)
        {
            int max = 0;
            for (int i = 0; i < list.Count - 1; ++i)
            {
                max = i;
                for (int j = i + 1; j < list.Count; ++j)
                {
 
                    string str1 = list.GetElem(j).ToString();
                    string str2 = list.GetElem(max).ToString();
                    int l1;
                    int l2;
                    if (str1 == "null")
                        l1 = 0;
                    else
                        l1 = str1.Length;
 
                    if (str2 == "null")
                        l2 = 0;
                    else
                        l2 = str2.Length;
 
                    if (l1 > l2)
                        max = j;
                }
                object o = list.GetElem(max);
                list.SetElem(max, list.GetElem(i));
                list.SetElem(i, o);
            }
        }
    }
 
    /// <summary>
    /// 分词类
    /// </summary>
    //----------------调用----------------------
    //Segment seg = new Segment();
    //seg.InitWordDics();
    //seg.EnablePrefix = true;
    //seg.Separator =" ";
    //seg.SegmentText("字符串", false).Trim();
    //-------------------------------------------
    public class Segment
    {
        #region 私有字段
        private string m_DicPath = System.Web.HttpContext.Current.Server.MapPath("bin/ShootSeg/sDict.dic");
        private string m_NoisePath = System.Web.HttpContext.Current.Server.MapPath("bin/ShootSeg/sNoise.dic");
        private string m_NumberPath = System.Web.HttpContext.Current.Server.MapPath("bin/ShootSeg/sNumber.dic");
        private string m_WordPath = System.Web.HttpContext.Current.Server.MapPath("bin/ShootSeg/sWord.dic");
        private string m_PrefixPath = System.Web.HttpContext.Current.Server.MapPath("bin/ShootSeg/sPrefix.dic");
        private Hashtable htWords;
        private ArrayList alNoise;
        private ArrayList alNumber;
        private ArrayList alWord;
        private ArrayList alPrefix;
        private double m_EventTime = 0;
 
        /// <summary>
        /// 分隔符
        /// </summary>
        private string m_Separator = " ";
 
        /// <summary>
        /// 用于验证汉字的正则表达式
        /// </summary>
        private string strChinese = "[\u4e00-\u9fa5]";
        #endregion
 
        #region 公有属性
        /// <summary>
        /// 基本词典路径
        /// </summary>
        public string DicPath
        {
            get
            {
                return m_DicPath;
            }
            set
            {
                m_DicPath = value;
            }
        }
 
        /// <summary>
        /// 数据缓存函数
        /// </summary>
        /// <param name="key">索引键</param>
        /// <param name="val">缓存的数据</param>
        private static void SetCache(string key, object val)
        {
            if (val == null) val = " ";
            System.Web.HttpContext.Current.Application.Lock();
            System.Web.HttpContext.Current.Application.Set(key, val);
            System.Web.HttpContext.Current.Application.UnLock();
        }
 
        /// <summary>
        /// 读取缓存
        /// </summary>
        private static object GetCache(string key)
        {
            return System.Web.HttpContext.Current.Application.Get(key);
        }
 
        /// <summary>
        /// 暂时无用
        /// </summary>
        public string NoisePath
        {
            get
            {
                return m_NoisePath;
            }
            set
            {
                m_NoisePath = value;
            }
        }
 
        /// <summary>
        /// 数字词典路径
        /// </summary>
        public string NumberPath
        {
            get
            {
                return m_NumberPath;
            }
            set
            {
                m_NumberPath = value;
            }
        }
 
        /// <summary>
        /// 字母词典路径
        /// </summary>
        public string WordPath
        {
            get
            {
                return m_WordPath;
            }
            set
            {
                m_WordPath = value;
            }
        }
 
        /// <summary>
        /// 姓名前缀字典 用于纠错姓名
        /// </summary>
        public string PrefixPath
        {
            get
            {
                return m_PrefixPath;
            }
            set
            {
                m_PrefixPath = value;
            }
        }
 
        /// <summary>
        /// 是否开启姓名纠错功能
        /// </summary>
        public bool EnablePrefix
        {
            get
            {
                if (alPrefix.Count == 0)
                    return false;
                else
                    return true;
            }
            set
            {
                if (value)
                    alPrefix = LoadWords(PrefixPath, alPrefix);
                else
                    alPrefix = new ArrayList();
            }
        }
 
        /// <summary>
        /// 用时每次进行加载或分词动作后改属性表示为上一次动作所用时间
        /// 已精确到毫秒但分词操作在字符串较短时可能为0
        /// </summary>
        public double EventTime
        {
            get
            {
                return m_EventTime;
            }
        }
 
        /// <summary>
        /// 分隔符,默认为空格
        /// </summary>
        public string Separator
        {
            get
            {
                return m_Separator;
            }
            set
            {
                if (value != "" && value != null) m_Separator = value;
            }
        }
        #endregion
 
        #region 构造方法
        /// <summary>
        /// 构造方法
        /// </summary>
        public Segment()
        { }
 
        /// <summary>
        /// 构造方法
        /// </summary>
        public Segment(string p_DicPath, string p_NoisePath, string p_NumberPath, string p_WordPath)
        {
            m_WordPath = p_DicPath;
            m_WordPath = p_NoisePath;
            m_WordPath = p_NumberPath;
            m_WordPath = p_WordPath;
            this.InitWordDics();
        }
        #endregion
 
        #region 公有方法
        /// <summary>
        /// 加载词列表
        /// </summary>
        public void InitWordDics()
        {
            DateTime start = DateTime.Now;
            if (GetCache("jcms_dict") == null)
            {
                htWords = new Hashtable();
                Hashtable father = htWords;
                Hashtable forfather = htWords;
 
                string strChar1;
                string strChar2;
 
                StreamReader reader = new StreamReader(DicPath, System.Text.Encoding.UTF8);
                string strline = reader.ReadLine();
 
                SegList list;
                Hashtable child = new Hashtable();
 
                long i = 0;
                while (strline != null && strline.Trim() != "")
                {
                    i++;
                    strChar1 = strline.Substring(0, 1);
                    strChar2 = strline.Substring(1, 1);
                    if (!htWords.ContainsKey(strChar1))
                    {
                        father = new Hashtable();
                        htWords.Add(strChar1, father);
                    }
                    else
                    {
                        father = (Hashtable)htWords[strChar1];
                    }
 
                    if (!father.ContainsKey(strChar2))
                    {
                        list = new SegList();
                        if (strline.Length > 2)
                            list.Add(strline.Substring(2));
                        else
                            list.Add("null");
                        father.Add(strChar2, list);
                    }
                    else
                    {
                        list = (SegList)father[strChar2];
                        if (strline.Length > 2)
                        {
                            list.Add(strline.Substring(2));
                        }
                        else
                        {
                            list.Add("null");
                        }
                        father[strChar2] = list;
                    }
                    htWords[strChar1] = father;
                    strline = reader.ReadLine();
                }
                try
                {
                    reader.Close();
                }
                catch
                { }
                SetCache("jcms_dict", htWords);
            }
            htWords = (Hashtable)GetCache("jcms_dict");
 
            alNoise = LoadWords(NoisePath, alNoise);
            alNumber = LoadWords(NumberPath, alNumber);
            alWord = LoadWords(WordPath, alWord);
            alPrefix = LoadWords(PrefixPath, alPrefix);
 
            TimeSpan duration = DateTime.Now - start;
            m_EventTime = duration.TotalMilliseconds;
        }
 
        /// <summary>
        /// 加载文本词组到ArrayList
        /// </summary>
        public ArrayList LoadWords(string strPath, ArrayList list)
        {
            StreamReader reader = new StreamReader(strPath, System.Text.Encoding.UTF8);
            list = new ArrayList();
            string strline = reader.ReadLine();
            while (strline != null)
            {
                list.Add(strline);
                strline = reader.ReadLine();
            }
            try
            {
                reader.Close();
            }
            catch
            { }
            return list;
        }
 
        /// <summary>
        /// 输出词列表
        /// </summary>
        public void OutWords()
        {
            IDictionaryEnumerator idEnumerator1 = htWords.GetEnumerator();
            while (idEnumerator1.MoveNext())
            {
                IDictionaryEnumerator idEnumerator2 = ((Hashtable)idEnumerator1.Value).GetEnumerator();
                while (idEnumerator2.MoveNext())
                {
                    SegList aa = (SegList)idEnumerator2.Value;
                    for (int i = 0; i < aa.Count; i++)
                    {
                        Console.WriteLine(idEnumerator1.Key.ToString() + idEnumerator2.Key.ToString() + aa.GetElem(i).ToString());
                    }
                }
            }
        }
 
        /// <summary>
        /// 输出ArrayList
        /// </summary>
        public void OutArrayList(ArrayList list)
        {
            if (list == null) return;
            for (int i = 0; i < list.Count; i++)
            {
                Console.WriteLine(list[i].ToString());
            }
        }
 
        /// <summary>
        /// 分词过程,不支持回车 
        /// </summary>
        /// <param name="strText">要分词的文本</param>
        /// <returns>分词后的文本</returns>
        public string SegmentText(string strText)
        {
            strText = (strText + "$").Trim();
            if (htWords == null) return strText;
            if (strText.Length < 3) return strText;
            DateTime start = DateTime.Now;
            int length = 0;
            int preFix = 0;
            bool word = false;
            bool number = false;
            string reText = "";
            string strPrefix = "";
            string strLastChar = "";
            string strLastWords = Separator;
 
            for (int i = 0; i < strText.Length - 1; i++)
            {
                #region 对于每一个字的处理过程
                string strChar1 = strText.Substring(i, 1);
                string strChar2 = strText.Substring(i + 1, 1).Trim();
                bool yes;
                SegList l;
                Hashtable h;
 
                if (reText.Length > 0) strLastChar = reText.Substring(reText.Length - 1);
 
                if (strChar1 == " ")
                {
                    if ((number || word) && strLastChar != Separator) reText += this.Separator;
                    yes = true;
                }
                else
                    yes = false;
 
                int CharType = GetCharType(strChar1);
                switch (CharType)
                {
                    case 1:
                        #region  如果是数字，如果数字的上一位是字母要和后面的数字分开
                        if (word)
                        {
                            reText += Separator;
                        }
                        word = false;
                        number = true;
                        strLastWords = "";
                        break;
                        #endregion
                    case 2:
                    case 5:
                        #region 如果是字母
                        if (number)
                            strLastWords = Separator;
                        else
                            strLastWords = "";
 
                        word = true;
                        number = false;
                        break;
                        #endregion
                    case 3:
                    case 4:
                        #region 第一级哈希表是否包含关键字，假如包含处理第二级哈希表
                        //上一个字是否为字母
                        if (word) reText += Separator;
 
                        #region 检测上一个是否是数字，这个过程是用于修正数字后的量词的
                        if (number && CharType != 4)
                        {
                            h = (Hashtable)htWords["n"];
                            if (h.ContainsKey(strChar1))
                            {
                                l = (SegList)h[strChar1];
                                if (l.Contains(strChar2))
                                {
                                    reText += strChar1 + strChar2 + Separator;
                                    yes = true;
                                    i++;
                                }
                                else if (l.Contains("null"))
                                {
                                    reText += strChar1 + Separator;
                                    yes = true;
                                }
                            }
                            else
                                reText += Separator;
                        }
                        #endregion
 
                        //非汉字数字的汉字
                        if (CharType == 3)
                        {
                            word = false;
                            number = false;
                            strLastWords = Separator;
                        }
                        else
                        {
                            word = false;
                            number = true;
                            strLastWords = "";
                        }
 
                        //第二级哈希表取出
                        h = (Hashtable)htWords[strChar1];
 
                        //第二级哈希表是否包含关键字
                        if (h.ContainsKey(strChar2))
                        {
                            #region  第二级包含关键字
                            //取出ArrayList对象
                            l = (SegList)h[strChar2];
 
                            //遍历每一个对象 看是否能组合成词
                            for (int j = 0; j < l.Count; j++)
                            {
                                bool have = false;
                                string strChar3 = l.GetElem(j).ToString();
 
                                //对于每一个取出的词进行检测,看是否匹配，长度保护
                                if ((strChar3.Length + i + 2) < strText.Length)
                                {
                                    //向i+2后取出m长度的字
                                    string strChar = strText.Substring(i + 2, strChar3.Length).Trim();
                                    if (strChar3 == strChar && !yes)
                                    {
                                        if (strPrefix != "")
                                        {
                                            reText += strPrefix + Separator;
                                            strPrefix = "";
                                            preFix = 0;
                                        }
                                        reText += strChar1 + strChar2 + strChar;
                                        i += strChar3.Length + 1;
                                        have = true;
                                        yes = true;
                                        break;
                                    }
                                }
                                else if ((strChar3.Length + i + 2) == strText.Length)
                                {
                                    string strChar = strText.Substring(i + 2).Trim();
                                    if (strChar3 == strChar && !yes)
                                    {
                                        if (strPrefix != "")
                                        {
                                            reText += strPrefix + Separator;
                                            strPrefix = "";
                                            preFix = 0;
                                        }
                                        reText += strChar1 + strChar2 + strChar;
                                        i += strChar3.Length + 1;
                                        have = true;
                                        yes = true;
                                        break;
                                    }
                                }
 
                                if (!have && j == l.Count - 1 && l.Contains("null") && !yes)
                                {
                                    if (preFix == 1)
                                    {
                                        reText += strPrefix + strChar1 + strChar2;
                                        strPrefix = "";
                                        preFix = 0;
                                    }
                                    else if (preFix > 1)
                                    {
                                        reText += strPrefix + strLastWords + strChar1 + strChar2;
                                        strPrefix = "";
                                        preFix = 0;
                                    }
                                    else
                                    {
                                        if (CharType == 4) reText += strChar1 + strChar2;
                                        else reText += strChar1 + strChar2;
                                        strLastWords = this.Separator;
                                        number = false;
                                    }
                                    i++;
                                    yes = true;
                                    break;
                                }
                                else if (have)
                                {
                                    break;
                                }
                            }
                            #endregion
 
                            //如果没有匹配还可能有一种情况，这个词语只有两个字，以这两个字开头的词语不存在
                            if (!yes && l.Contains("null"))
                            {
                                if (preFix == 1)
                                {
                                    reText += strPrefix + strChar1 + strChar2;
                                    strPrefix = "";
                                    preFix = 0;
                                }
                                else if (preFix > 1)
                                {
                                    reText += strPrefix + strLastWords + strChar1 + strChar2;
                                    strPrefix = "";
                                    preFix = 0;
                                }
                                else
                                {
                                    if (CharType == 4) reText += strChar1 + strChar2;
                                    else reText += strChar1 + strChar2;
                                    strLastWords = this.Separator;
                                    number = false;
                                }
                                i++;
                                yes = true;
                            }
                            if (reText.Length > 0) strLastChar = reText.Substring(reText.Length - 1);
                            if (CharType == 4 && GetCharType(strLastChar) == 4)
                            {
                                number = true;
                            }
                            else if (strLastChar != this.Separator) reText += this.Separator;
                        }
                        #endregion
                        break;
                    default:
                        #region 未知字符,可能是生僻字,也可能是标点符合之类
                        if (word && !yes)
                        {
                            reText += Separator;
                        }
                        else if (number && !yes)
                        {
                            reText += Separator;
                        }
                        number = false;
                        word = false;
                        strLastWords = this.Separator;
                        break;
                        #endregion
                }
                if (!yes && number || !yes && word)
                {
                    reText += strChar1;
                    yes = true;
                }
                if (!yes)
                {
                    #region 处理姓名问题
                    if (preFix == 0)
                    {
                        if (alPrefix.Contains(strChar1 + strChar2))
                        {
                            i++;
                            strPrefix = strChar1 + strChar2;
                            preFix++;
                        }
                        else if (alPrefix.Contains(strChar1))
                        {
                            if (!number)
                            {
                                strPrefix = strChar1;
                                preFix++;
                            }
                            else
                            {
                                reText += strChar1 + strLastWords;
                                number = false;
                                word = false;
                            }
                        }
                        else
                        {
                            if (preFix == 3)
                            {
                                reText += strPrefix + Separator + strChar1 + Separator;
                                strPrefix = "";
                                preFix = 0;
                            }
                            else if (preFix > 0)
                            {
                                if (Regex.IsMatch(strChar1, strChinese))
                                {
                                    strPrefix += strChar1;
                                    preFix++;
                                }
                                else
                                {
                                    reText += strPrefix + Separator + strChar1 + Separator;
                                    strPrefix = "";
                                    preFix = 0;
                                }
                            }
                            else
                            {
                                reText += strChar1 + strLastWords;
                                number = false;
                                word = false;
                            }
                        }
                    }
                    else
                    {
                        if (preFix == 3)
                        {
                            reText += strPrefix + Separator + strChar1 + Separator;
                            strPrefix = "";
                            preFix = 0;
                        }
                        else if (preFix > 0)
                        {
                            if (Regex.IsMatch(strChar1, strChinese))
                            {
                                strPrefix += strChar1;
                                preFix++;
                            }
                            else
                            {
                                reText += strPrefix + Separator + strChar1 + Separator;
                                strPrefix = "";
                                preFix = 0;
                            }
                        }
                        else
                        {
                            reText += strChar1 + strLastWords;
                            number = false;
                        }
                    }
                    #endregion
                }
                length = i;
                #endregion
            }
 
            #region 最后防止最后一个字的丢失
            if (length < strText.Length - 1)
            {
                string strLastChar1 = strText.Substring(strText.Length - 1).Trim();
                string strLastChar2 = strText.Substring(strText.Length - 2).Trim();
 
                if (reText.Length > 0) strLastChar = reText.Substring(reText.Length - 1);
                if (preFix != 0)
                {
                    reText += strPrefix + strLastChar1;
                }
                else
                {
                    switch (GetCharType(strLastChar1))
                    {
                        case 1:
                            if (strLastChar1 != "." && strLastChar1 != "．")
                                reText += strLastChar1;
                            else
                                reText += Separator + strLastChar1;
                            break;
                        case 2:
                        case 5:
                            if (alWord.Contains(strLastChar2))
                                reText += strLastChar1;
                            break;
                        case 3:
                        case 4:
                            if ((number || word) && strLastChar != Separator)
                                reText += Separator + strLastChar1;
                            else
                                reText += strLastChar1;
                            break;
                        default:
                            if (strLastChar != Separator)
                                reText += Separator + strLastChar1;
                            else
                                reText += strLastChar1;
                            break;
                    }
                }
                if (reText.Length > 0) strLastChar = (reText.Substring(reText.Length - 1));
                if (strLastChar != this.Separator) reText += this.Separator;
            }
            #endregion
 
            TimeSpan duration = DateTime.Now - start;
            m_EventTime = duration.TotalMilliseconds;
            return reText.Replace(" $", ""); //这里包含一个字的，则去掉
        }
 
        /// <summary>
        /// 重载分词过程,支持回车
        /// </summary>
        public string SegmentText(string strText, bool Enter)
        {
            if (Enter)
            {
                DateTime start = DateTime.Now;
                string[] strArr = strText.Split('\n');
 
                string reText = "";
                for (int i = 0; i < strArr.Length; i++)
                {
                    reText += SegmentText(strArr[i]) + "\r\n";
                }
 
                TimeSpan duration = DateTime.Now - start;
                m_EventTime = duration.TotalMilliseconds;
                return reText;
            }
            else
            {
                return SegmentText(strText);
            }
        }
 
        #region 判断字符类型
        /// <summary>
        /// 判断字符类型,0为未知,1为数字,2为字母,3为汉字,4为汉字数字
        /// </summary>
        private int GetCharType(string p_Char)
        {
            int CharType = 0;
            if (alNumber.Contains(p_Char)) CharType = 1;
            if (alWord.Contains(p_Char)) CharType = 2;
            if (htWords.ContainsKey(p_Char)) CharType += 3;
            return CharType;
        }
        #endregion
 
        #region 对加载的词典排序并重新写入
        /// <summary>
        /// 对加载的词典排序并重新写入
        /// </summary>
        public void SortDic()
        {
            SortDic(false);
        }
 
        /// <summary>
        /// 对加载的词典排序并重新写入
        /// </summary>
        /// <param name="Reload">是否重新加载</param>
        public void SortDic(bool Reload)
        {
            DateTime start = DateTime.Now;
            StreamWriter sw = new StreamWriter(DicPath, false, System.Text.Encoding.UTF8);
 
            IDictionaryEnumerator idEnumerator1 = htWords.GetEnumerator();
            while (idEnumerator1.MoveNext())
            {
                IDictionaryEnumerator idEnumerator2 = ((Hashtable)idEnumerator1.Value).GetEnumerator();
                while (idEnumerator2.MoveNext())
                {
                    SegList aa = (SegList)idEnumerator2.Value;
                    aa.Sort();
                    for (int i = 0; i < aa.Count; i++)
                    {
                        if (aa.GetElem(i).ToString() == "null")
                            sw.WriteLine(idEnumerator1.Key.ToString() + idEnumerator2.Key.ToString());
                        else
                            sw.WriteLine(idEnumerator1.Key.ToString() + idEnumerator2.Key.ToString() + aa.GetElem(i).ToString());
                    }
                }
            }
            sw.Close();
 
            if (Reload) InitWordDics();
 
            TimeSpan duration = DateTime.Now - start;
            m_EventTime = duration.TotalMilliseconds;
        }
        #endregion
 
        /// <summary>
        /// 删除两行完全相同的词,暂时无用!
        /// </summary>
        /// <returns>相同词条个数</returns>
        public int Optimize()
        {
            int l = 0;
            DateTime start = DateTime.Now;
 
            Hashtable htOptimize = new Hashtable();
            StreamReader reader = new StreamReader(DicPath, System.Text.Encoding.UTF8);
            string strline = reader.ReadLine();
            while (strline != null && strline.Trim() != "")
            {
                if (!htOptimize.ContainsKey(strline))
                    htOptimize.Add(strline, null);
                else
                    l++;
            }
            Console.WriteLine("ready");
            try
            {
                reader.Close();
            }
            catch { }
            StreamWriter sw = new StreamWriter(DicPath, false, System.Text.Encoding.UTF8);
            IDictionaryEnumerator ide = htOptimize.GetEnumerator();
            while (ide.MoveNext())
                sw.WriteLine(ide.Key.ToString());
            try
            {
                sw.Close();
            }
            catch { }
            TimeSpan duration = DateTime.Now - start;
            m_EventTime = duration.TotalMilliseconds;
            return l;
        }
        #endregion
    }
}
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