Dictionary <string, Word> InsertWords(WordCount wc)
{
//Get unique words
IEnumerable <string> uniqueWords = wc.GetWords();
if (uniqueWords == null || uniqueWords.Count() == 0)
{
return(new Dictionary <string, Word>());
}
//Insert new words into Word (insert all, skip if exists)
MySqlCommand insertCommand = new MySqlCommand();
StringBuilder insertSql = new StringBuilder();
insertSql.Append("INSERT IGNORE INTO Word (Word) VALUES ");
int i = 0;
foreach (string word in uniqueWords)
{
if (i > 0)
{
insertSql.Append(",");
}
string varName = "@w" + i;
insertSql.Append("(");
insertSql.Append(varName);
insertSql.Append(")");
insertCommand.Parameters.AddWithValue(varName, word);
i++;
}
insertSql.AppendLine(";");
Console.Write("'");
insertCommand.CommandText = insertSql.ToString();
Helpers.RunSqlStatement(Name, insertCommand, false);
Console.Write("'");
//Get WordID for each word
//Track keywords may be counted as stopwords if they have been stemmed before insert into WordTweet
MySqlCommand selectCommand = new MySqlCommand();
StringBuilder selectSql = new StringBuilder();
selectSql.Append(
@"SELECT
Word,
Word.WordID
FROM Word left join WordScore on WordScore.WordID = Word.WordID WHERE Word IN (");
AppendList(selectSql, selectCommand, uniqueWords.Cast <object>().ToArray());
selectSql.Append(");");
selectCommand.CommandText = selectSql.ToString();
Dictionary <string, Word> wordIDs = new Dictionary <string, Word>();
Helpers.RunSelect(Name, selectCommand, wordIDs,
(values, reader) => values.Add(reader.GetString("Word"), new Word()
{
ID = reader.GetInt64("WordID")
}));
Console.Write("'");
if (wordIDs.Count == 0)
{
return(wordIDs); //Empty collection
}
//Do insert-update into WordScore
StringBuilder sbWordScore = new StringBuilder();
sbWordScore.Append("INSERT INTO WordScore (WordID, Score1h, Score4d) VALUES ");
bool first = true;
//Some UTF16 characters don't end up in wordIDs
foreach (var wordCount in wc.GetWordCounts().Where(n => wordIDs.ContainsKey(n.Key)))
{
if (first)
{
first = false;
}
else
{
sbWordScore.Append(',');
}
sbWordScore.Append('(');
sbWordScore.Append(wordIDs[wordCount.Key].ID);
sbWordScore.Append(',');
sbWordScore.Append(wordCount.Value);
sbWordScore.Append(',');
sbWordScore.Append(wordCount.Value);
sbWordScore.Append(')');
}
sbWordScore.Append(" ON DUPLICATE KEY UPDATE Score1h = Score1h + VALUES(Score1h), Score4d = Score4d + VALUES(Score4d);");
Helpers.RunSqlStatement(Name, sbWordScore.ToString(), false);
Console.Write("'");
//Get wordscores and stopword status for words. Stopwords are never inserted into WordTweet.
Dictionary <long, Word> wordIDsByID = new Dictionary <long, Word>();
foreach (Word word in wordIDs.Values)
{
wordIDsByID.Add(word.ID, word);
}
string getScoresSql =
@"SELECT
WordID,
ScoreToIdf(Score4d) as Idf,
coalesce(
if(Word like '#%', 0, null),
(select 0 from TwitterTrackFilter where FilterType = 0 and Word = Word.Word and IsActive limit 1),
Score4d > (select value from Constants where name = 'WordScore4dHigh')
) as IsStopWord
FROM WordScore ws natural join Word WHERE WordID IN (" + string.Join(",", wordIDsByID.Keys.Select(n => n.ToString()).ToArray()) + ");";
Helpers.RunSelect(Name, getScoresSql, wordIDsByID,
(values, reader) =>
{
Word word = values[reader.GetInt64("WordID")];
word.Idf = reader.GetDouble("Idf");
word.IsStopWord = reader.GetBoolean("IsStopword");
});
return(wordIDs);
}
Dictionary <string, long> InsertWords(WordCount wc, HashSet <string> stopwords)
{
//Get unique words
IEnumerable <string> uniqueWords = wc.GetWords();
if (uniqueWords == null || uniqueWords.Count() == 0)
{
return(new Dictionary <string, long>());
}
//Insert new words into Word (insert all, skip if exists)
MySqlCommand insertCommand = new MySqlCommand();
StringBuilder insertSql = new StringBuilder();
insertSql.Append("INSERT IGNORE INTO Word (Word) VALUES ");
int i = 0;
foreach (string word in uniqueWords)
{
if (i > 0)
{
insertSql.Append(",");
}
string varName = "@w" + i;
insertSql.Append("(");
insertSql.Append(varName);
insertSql.Append(")");
insertCommand.Parameters.AddWithValue(varName, word);
i++;
}
insertSql.AppendLine(";");
Console.Write("'");
insertCommand.CommandText = insertSql.ToString();
Helpers.RunSqlStatement(Name, insertCommand, false);
Console.Write("'");
//Get WordID for each word
//Track keywords may be counted as stopwords if they have been stemmed before insert into WordTweet
MySqlCommand getAllWordsCommand = new MySqlCommand();
StringBuilder selectSql = new StringBuilder();
selectSql.Append(
@"SELECT
Word,
WordID
FROM Word WHERE Word IN (");
Helpers.AppendList(selectSql, getAllWordsCommand, uniqueWords.Cast <object>().ToArray());
selectSql.Append(");");
getAllWordsCommand.CommandText = selectSql.ToString();
Dictionary <string, long> wordIDs = new Dictionary <string, long>();
Helpers.RunSelect(Name, getAllWordsCommand, wordIDs,
(values, reader) => values.Add(reader.GetString("Word"), reader.GetInt64("WordID")));
Console.Write("'");
if (wordIDs.Count == 0)
{
return(wordIDs); //Empty collection
}
//Do insert-update into WordScore
StringBuilder sbWordScore = new StringBuilder();
sbWordScore.Append("INSERT INTO WordScore (WordID, Score1h, Score4d) VALUES ");
bool first = true;
//Some UTF16 characters don't end up in wordIDs
foreach (var wordCount in wc.GetWordCounts().Where(n => wordIDs.ContainsKey(n.Key)))
{
if (first)
{
first = false;
}
else
{
sbWordScore.Append(',');
}
sbWordScore.Append('(');
sbWordScore.Append(wordIDs[wordCount.Key]);
sbWordScore.Append(',');
sbWordScore.Append(wordCount.Value);
sbWordScore.Append(',');
sbWordScore.Append(wordCount.Value);
sbWordScore.Append(')');
}
sbWordScore.Append(" ON DUPLICATE KEY UPDATE Score1h = Score1h + VALUES(Score1h), Score4d = Score4d + VALUES(Score4d);");
Helpers.RunSqlStatement(Name, sbWordScore.ToString(), false);
Console.Write("'");
return(wordIDs);
}