Implement SafeBatchInsert for Headlines Insert in the HeadlinesDA
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@@ -301,39 +301,106 @@ namespace MarketData.DataAccess
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}
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}
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/// <summary>
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/// InsertHeadlines - Inserts headlines by batching them up into groups.
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/// </summary>
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/// <param name="headlines"></param>
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/// <returns></returns>
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public static bool InsertHeadlines(Headlines headlines)
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{
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MySqlCommand sqlCommand=null;
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const int batchSize = 1000;
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MySqlConnection sqlConnection=null;
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MySqlTransaction sqlTransaction=null;
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try
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{
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if (null == headlines || 0 == headlines.Count) return false;
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StringBuilder sb = new StringBuilder();
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sqlConnection = SqlUtils.CreateMySqlConnection(MainDataSource.Instance.LocateDataSource("market_data"));
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sqlTransaction = sqlConnection.BeginTransaction(System.Data.IsolationLevel.ReadCommitted);
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headlines=new Headlines(headlines.Distinct(new HeadlinesEqualityComparer()).ToList());
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foreach(Headline headline in headlines)
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foreach (IEnumerable<Headline> batch in headlines.Chunk(batchSize))
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{
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if(!HeadlineExists(headline,sqlConnection,sqlTransaction))InsertHeadline(headline,sqlConnection,sqlTransaction);
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SafeInsertBatch(batch.ToList(), sqlConnection, sqlTransaction);
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}
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sqlTransaction.Commit();
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return true;
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}
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catch (Exception exception)
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{
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sqlTransaction?.Rollback(); // This will rollback without explicityl calling Rollback but we'll do this anyway.
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MDTrace.WriteLine(LogLevel.DEBUG,exception);
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return false;
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}
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finally
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{
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if(null!=sqlCommand)sqlCommand.Dispose();
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if(null!=sqlTransaction)sqlTransaction.Dispose();
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if(null!=sqlConnection) sqlConnection.Close();
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}
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}
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/// <summary>
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/// SafeInsertBatch - This recursive approach allows us to catch exceptions and recursively call SafeInsertBatch continually dividing the
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/// batch until we find the offensive row.
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/// </summary>
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/// <param name="batch"></param>
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/// <param name="sqlConnection"></param>
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/// <param name="sqlTransaction"></param>
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private static void SafeInsertBatch(List<Headline> batch, MySqlConnection sqlConnection, MySqlTransaction sqlTransaction)
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{
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try
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{
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InsertBatch(batch, sqlConnection, sqlTransaction);
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}
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catch (Exception ex)
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{
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// If only one row, it's the offender
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if (batch.Count == 1)
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{
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MDTrace.WriteLine(LogLevel.DEBUG, ex);
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MDTrace.WriteLine(LogLevel.DEBUG, $"Bad row: Symbol={batch[0].Symbol}, Headline={batch[0].Entry}");
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return;
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}
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// Split batch and retry
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int mid = batch.Count / 2;
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List<Headline> firstHalf = batch.Take(mid).ToList();
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List<Headline> secondHalf = batch.Skip(mid).ToList();
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SafeInsertBatch(firstHalf, sqlConnection, sqlTransaction);
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SafeInsertBatch(secondHalf, sqlConnection, sqlTransaction);
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}
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}
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/// <summary>
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/// Inserts a batch of headlines
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/// </summary>
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/// <param name="batch"></param>
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/// <param name="sqlConnection"></param>
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/// <param name="sqlTransaction"></param>
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private static void InsertBatch(IEnumerable<Headline> batch, MySqlConnection sqlConnection, MySqlTransaction sqlTransaction)
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{
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StringBuilder sb = new StringBuilder();
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using MySqlCommand sqlCommand = new MySqlCommand();
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sqlCommand.Connection = sqlConnection;
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sqlCommand.Transaction = sqlTransaction;
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DateTime now = DateTime.Now;
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sb.Append("INSERT IGNORE INTO Headlines (symbol, asof, headline, source, modified) VALUES ");
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int index = 0;
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foreach (Headline headline in batch)
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{
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if (index > 0) sb.Append(",");
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sb.Append($"(@symbol{index}, @asof{index}, @headline{index}, @source{index}, @modified{index})");
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sqlCommand.Parameters.AddWithValue($"@symbol{index}", headline.Symbol);
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sqlCommand.Parameters.AddWithValue($"@asof{index}", headline.Date);
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sqlCommand.Parameters.AddWithValue($"@headline{index}", headline.Entry);
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sqlCommand.Parameters.AddWithValue($"@source{index}", headline.Source);
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DateTime modified = Utility.IsEpoch(headline.Modified) ? now : headline.Modified;
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sqlCommand.Parameters.AddWithValue($"@modified{index}", modified);
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index++;
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}
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sqlCommand.CommandText = sb.ToString();
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sqlCommand.ExecuteNonQuery();
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}
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/// <summary>
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/// InsertHeadline - This is now parameterized. The MySql driver should handle all escaping etc.,
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/// </summary>
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