Exemple #1
0
        private static void LoadCacheTableFromDatabaseSingleRowRealtime(MetricGroup metricGroup)
        {
            SqlConnection conn       = null;
            SqlCommand    cmd        = null;
            SqlDataReader dataReader = null;

            // check whether dictionary is loaded
            if (!ContainsKey(GetCacheKey(-1, metricGroup)))
            {
                CreateCacheTableSingleRow(metricGroup, CacheType.Data);
            }

            CacheTable cache = _cache[GetCacheKey(-1, metricGroup)];

            if (cache.loadedFromDatabase)
            {
                return;
            }

            try
            {
                conn = new SqlConnection(Configuration.GetReposConnectionString("Cache"));
                conn.Open();

                int    targetId;
                string query;

                object[] values = new object[metricGroup.NumberOfMetrics];

                // load data for each target with the specified metric group active
                foreach (InstanceSchedule schedule in Configuration.timeTable.Values)
                {
                    targetId = schedule._targetId;

                    if (schedule._metricGroupId == metricGroup.id)
                    {
                        query = QueryToLoadSingleRowRealtime(targetId, metricGroup);

                        cmd        = null;
                        dataReader = null;

                        int  attempt = 1;
                        bool canTry  = true;

                        while (attempt < 3 && canTry)
                        {
                            try
                            {
                                cmd            = new SqlCommand(query);
                                cmd.Connection = conn;

                                dataReader = cmd.ExecuteReader();

                                // should return only one row
                                if (dataReader.Read())
                                {
                                    for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
                                    {
                                        values[i] = dataReader[metricGroup.metrics[i].name.Replace(' ', '_')];
                                    }

                                    cache.Add(-1, new object[] { targetId }, values);
                                }

                                dataReader.Close();
                            }
                            catch (SqlException e)
                            {
                                switch (e.Number)
                                {
                                case 208:     // Invalid object
                                    // Do not create tables if target has been deleted
                                    if (!Configuration.targets.ContainsKey(targetId))
                                    {
                                        return;
                                    }

                                    SqlServerProbe.CreateTablesForMetricGroup(targetId, metricGroup);
                                    break;

                                default:
                                    _logger.Error("SqlException: " + e.Message + " ErrorCode: " + e.Number.ToString());
                                    _logger.Error(e.StackTrace);
                                    canTry = false;
                                    break;
                                }
                            }
                            finally
                            {
                                if (dataReader != null)
                                {
                                    ((IDisposable)dataReader).Dispose();
                                }

                                if (cmd != null)
                                {
                                    ((IDisposable)cmd).Dispose();
                                }
                            }

                            attempt++;
                        }
                    }
                }

                conn.Close();
            }
            catch (SqlException e)
            {
                _logger.Error(e.Message);
                _logger.Error(e.StackTrace);
            }
            finally
            {
                if (conn != null)
                {
                    ((IDisposable)conn).Dispose();
                }
            }

            cache.loadedFromDatabase = true;
        }
Exemple #2
0
        }     // end of LoadDictionaryIntoCache function

        // Loads data from repository into in-memory cache. Creates a new record in dictionaryCache
        public static void LoadDataIntoCache(int targetId, MetricGroup metricGroup, bool allowReload, SqlConnection connection = null, SqlTransaction transaction = null)
        {
            string        cacheKey;
            SqlConnection conn;

            if (metricGroup.changeSpeed != ChangeSpeed.Fast)
            {
                throw new Exception("Only fast changing metric is allowed");
            }

            SqlCommand    cmd        = null;
            SqlDataReader dataReader = null;

            // create new in-memory cache for dictionary
            if (!ContainsKey(GetCacheKey(targetId, metricGroup, CacheType.Data)))
            {
                Dictionary <int, Column> valueColumns = new Dictionary <int, Column>();

                // value/metric columns
                for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
                {
                    valueColumns.Add(i, metricGroup.metrics[i]);
                }

                TryAdd(GetCacheKey(targetId, metricGroup, CacheType.Data), new CacheTable(new Dictionary <int, Column>(), valueColumns, metricGroup.isCumulative));
            }

            cacheKey = GetCacheKey(targetId, metricGroup, CacheType.Data);
            CacheTable tmpCache = _cache[cacheKey].CloneAndClear();

            // don't reload cache unless allowReload is specified
            if (allowReload == false && tmpCache.loadedFromDatabase)
            {
                return;
            }

            try
            {
                string sqlStmt = "SELECT dictId, ";

                for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
                {
                    sqlStmt += metricGroup.metrics[i].name.Replace(' ', '_') + ", ";
                }

                sqlStmt = sqlStmt.Remove(sqlStmt.Length - 2); // remove last comma

                sqlStmt += Environment.NewLine + "FROM " + SqlServerProbe.DataTableName(targetId, metricGroup) +
                           Environment.NewLine + "WHERE dt = (SELECT MAX(dt) FROM " + SqlServerProbe.DataTableName(targetId, metricGroup) + ")";

                _logger.Trace(sqlStmt);

                if (connection == null)
                {
                    conn = new SqlConnection(Configuration.GetReposConnectionString("Cache"));
                    conn.Open();
                }
                else
                {
                    conn = connection;
                }

                int  attempt = 1;
                bool canTry  = true;

                while (attempt < 3 && canTry)
                {
                    cmd             = conn.CreateCommand();
                    cmd.CommandText = sqlStmt;
                    cmd.CommandType = System.Data.CommandType.Text;

                    if (transaction != null)
                    {
                        cmd.Transaction = transaction;
                    }

                    try
                    {
                        dataReader = cmd.ExecuteReader();

                        int      id;
                        object[] values = new object[metricGroup.NumberOfMetrics];

                        while (dataReader.Read())
                        {
                            id = (int)dataReader["dictId"];

                            for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
                            {
                                values[i] = dataReader[metricGroup.metrics[i].name.Replace(' ', '_')];
                            }

                            tmpCache.Add(id, new object[0], values);
                        }

                        dataReader.Close();

                        tmpCache.loadedFromDatabase = true;

                        Replace(cacheKey, tmpCache);
                    }
                    catch (SqlException e)
                    {
                        if (transaction != null)
                        {
                            transaction.Rollback();
                        }

                        switch (e.Number)
                        {
                        case 208:     // Invalid object
                            // Do not create tables if target has been deleted
                            if (!Configuration.targets.ContainsKey(targetId))
                            {
                                return;
                            }

                            SqlServerProbe.CreateTablesForMetricGroup(targetId, metricGroup);
                            break;

                        default:
                            _logger.Error("SqlException: " + e.Message + " ErrorCode: " + e.Number.ToString());
                            canTry = false;
                            break;
                        }
                    }
                    finally
                    {
                        if (dataReader != null)
                        {
                            ((IDisposable)dataReader).Dispose();
                        }

                        if (cmd != null)
                        {
                            ((IDisposable)cmd).Dispose();
                        }
                    }

                    attempt++;
                }

                if (connection == null)
                {
                    conn.Close();
                }
            }
            catch (Exception e)
            {
                _logger.Error("SqlException: " + e.Message);
            }
        } // end of LoadDataIntoCache function
Exemple #3
0
        /// <summary>Returns true if new data matches in-memory copy or no history is found - single row - slow changing</summary>
        private int CompareSlowSingleRowWithInMemoryData(int targetId, MetricGroup metricGroup, ProbeResultingData data, SqlConnection connection)
        {
            bool       noHistory = false;
            CacheTable dataCache;

            // create in-memory cache table if it doesn't exist
            if (!InMemoryCache.ContainsKey(InMemoryCache.GetCacheKey(-1, metricGroup)))
            {
                // Do not create tables if target has been deleted
                if (!Configuration.targets.ContainsKey(targetId))
                {
                    return(-1);
                }

                InMemoryCache.CreateCacheTableSingleRow(metricGroup, CacheType.Data);
            }

            dataCache = Configuration.inMemoryCache[InMemoryCache.GetCacheKey(-1, metricGroup, CacheType.Data)];
            // load latest row from the repository if it is not in-memory yet
            int id = dataCache.GetIdByKey(new object[] { targetId });

            if (id == -1)
            {
                string sqlStmt = "SELECT ";

                for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
                {
                    sqlStmt += metricGroup.metrics[i].name.Replace(' ', '_') + ",";
                }

                sqlStmt  = sqlStmt.Remove(sqlStmt.Length - 1); // remove last comma
                sqlStmt += " FROM " + SqlServerProbe.DataTableName(targetId, metricGroup);
                sqlStmt += " WHERE startDate = (SELECT MAX(startDate) FROM " + SqlServerProbe.DataTableName(targetId, metricGroup) + ")";

                using (SqlCommand cmd = connection.CreateCommand())
                {
                    cmd.CommandType = System.Data.CommandType.Text;
                    cmd.CommandText = sqlStmt;

                    try
                    {
                        SqlDataReader dataReader = cmd.ExecuteReader();

                        if (dataReader.Read())
                        {
                            object[] oldValues = new object[metricGroup.NumberOfMetrics];

                            for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
                            {
                                // check data type before casting
                                switch (metricGroup.metrics[i].type)
                                {
                                case DataType.Ansi:
                                    if (!DataTypeMappingSqlServer.DoesBelong(dataReader.GetDataTypeName(i), DataType.Ansi))
                                    {
                                        throw new Exception("Data type of column #" + (i + 1).ToString() + " of '" + metricGroup.name + "' metric does not match any allowed data type for internal data type Ansi");
                                    }

                                    oldValues[i] = (object)dataReader.GetString(i);

                                    break;

                                case DataType.Unicode:
                                    if (!DataTypeMappingSqlServer.DoesBelong(dataReader.GetDataTypeName(i), DataType.Unicode))
                                    {
                                        throw new Exception("Data type of column #" + (i + 1).ToString() + " of '" + metricGroup.name + "' metric does not match any allowed data type for internal data type Unicode");
                                    }

                                    oldValues[i] = (object)dataReader.GetString(i);

                                    break;

                                case DataType.Double:
                                    if (!DataTypeMappingSqlServer.DoesBelong(dataReader.GetDataTypeName(i), DataType.Double))
                                    {
                                        throw new Exception("Data type of column #" + (i + 1).ToString() + " of '" + metricGroup.name + "' metric does not match any allowed data type for internal data type Double");
                                    }

                                    oldValues[i] = (object)dataReader.GetDouble(i);

                                    break;

                                case DataType.SmallInt:
                                    if (!DataTypeMappingSqlServer.DoesBelong(dataReader.GetDataTypeName(i), DataType.SmallInt))
                                    {
                                        throw new Exception("Data type of column #" + (i + 1).ToString() + " of '" + metricGroup.name + "' metric does not match any allowed data type for internal data type Int16");
                                    }

                                    oldValues[i] = (object)dataReader.GetInt16(i);

                                    break;

                                case DataType.Datetime:
                                    if (!DataTypeMappingSqlServer.DoesBelong(dataReader.GetDataTypeName(i), DataType.Datetime))
                                    {
                                        throw new Exception("Data type of column #" + (i + 1).ToString() + " of '" + metricGroup.name + "' metric does not match any allowed data type for internal data type Datetime");
                                    }

                                    oldValues[i] = (object)dataReader.GetDateTime(i);

                                    break;

                                default:
                                    throw new Exception("Unknown data type");
                                } // end of switch
                                i++;
                            }

                            id = dataCache.Add(-1, new object[] { targetId }, oldValues);
                        }
                        else
                        {
                            noHistory = true;
                        }

                        dataReader.Close();
                        dataReader.Dispose();
                    }
                    catch (SqlException e)
                    {
                        if (e.Number == 208) // Invalid object
                        {
                            // Do not create tables if target has been deleted
                            if (!Configuration.targets.ContainsKey(targetId))
                            {
                                return(-1);
                            }

                            SqlServerProbe.CreateTablesForMetricGroup(targetId, metricGroup);
                            noHistory = true;
                        }
                        else
                        {
                            throw;
                        }
                    }
                }

                if (noHistory)
                {
                    return(-1);
                }
            }

            // compare old and new values
            object[] newValues = new object[metricGroup.NumberOfMetrics];
            for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
            {
                newValues[i] = data.values[0, i];
            }

            if (dataCache.CompareAttributesForKey(id, newValues))
            {
                return(0);
            }
            else
            {
                return(1);
            }
        }
Exemple #4
0
        // Loads dictionary from repository into in-memory cache. Creates a new record in dictionaryCache
        public static void LoadDictionaryIntoCache(int targetId, MetricGroup metricGroup, bool allowReload, SqlConnection connection = null, SqlTransaction transaction = null)
        {
            string        cacheKey;
            SqlConnection conn;

            int  tryCount = 0;
            bool canExit  = false;

            // create new in-memory cache for dictionary
            if (!ContainsKey(GetCacheKey(targetId, metricGroup, CacheType.Dictionary)))
            {
                Dictionary <int, Column> keyColumns  = new Dictionary <int, Column>();
                Dictionary <int, Column> attrColumns = new Dictionary <int, Column>();

                // key columns
                for (int i = 0; i < metricGroup.NumberOfMultiRowKeys; i++)
                {
                    keyColumns.Add(i, metricGroup.multiRowKeys[i]);
                }

                // attribute columns
                for (int i = 0; i < metricGroup.NumberOfMultiRowKeyAttributes; i++)
                {
                    attrColumns.Add(i, metricGroup.multiRowKeyAttributes[i]);
                }

                TryAdd(GetCacheKey(targetId, metricGroup, CacheType.Dictionary), new CacheTable(keyColumns, attrColumns, false));
            }

            cacheKey = GetCacheKey(targetId, metricGroup, CacheType.Dictionary);
            CacheTable tmpCache = _cache[cacheKey].CloneAndClear();

            // don't reload cache unless allowReload is specified
            if (allowReload == false && tmpCache.loadedFromDatabase)
            {
                return;
            }

            string sqlStmt = "SELECT id, ";

            for (int i = 0; i < metricGroup.NumberOfMultiRowKeys; i++)
            {
                sqlStmt += metricGroup.multiRowKeys[i].name.Replace(' ', '_') + ", ";
            }

            for (int i = 0; i < metricGroup.NumberOfMultiRowKeyAttributes; i++)
            {
                sqlStmt += metricGroup.multiRowKeyAttributes[i].name.Replace(' ', '_') + ", ";
            }

            if (metricGroup.multiRowKeyAttributesChangeSpeed == ChangeSpeed.Static)
            {
                sqlStmt = sqlStmt.Remove(sqlStmt.Length - 2); // remove last comma
            }
            else
            {
                sqlStmt += "startDate ";
            }

            sqlStmt += Environment.NewLine + "FROM " + SqlServerProbe.DictTableName(targetId, metricGroup);

            if (metricGroup.multiRowKeyAttributesChangeSpeed == ChangeSpeed.Slow)
            {
                sqlStmt += Environment.NewLine + "WHERE endDate IS NULL";
            }

            _logger.Trace(sqlStmt);

            while (!canExit && tryCount < 2)
            {
                try
                {
                    if (connection == null)
                    {
                        conn = new SqlConnection(Configuration.GetReposConnectionString("Cache"));
                        conn.Open();
                    }
                    else
                    {
                        conn = connection;
                    }

                    using (SqlCommand cmd = conn.CreateCommand())
                    {
                        cmd.CommandText = sqlStmt;
                        cmd.CommandType = System.Data.CommandType.Text;

                        if (transaction != null)
                        {
                            cmd.Transaction = transaction;
                        }

                        using (SqlDataReader dataReader = cmd.ExecuteReader())
                        {
                            int      id;
                            object[] keys   = new object[metricGroup.NumberOfMultiRowKeys];
                            object[] values = new object[metricGroup.NumberOfMultiRowKeyAttributes];

                            while (dataReader.Read())
                            {
                                id = (int)dataReader["id"];

                                for (int i = 0; i < metricGroup.NumberOfMultiRowKeys; i++)
                                {
                                    keys[i] = dataReader[1 + i];
                                }

                                for (int i = 0; i < metricGroup.NumberOfMultiRowKeyAttributes; i++)
                                {
                                    values[i] = dataReader[1 + metricGroup.NumberOfMultiRowKeys + i];
                                }

                                // add record to dictionary
                                switch (metricGroup.multiRowKeyAttributesChangeSpeed)
                                {
                                case ChangeSpeed.Static:
                                    tmpCache.Add(id, keys, values);
                                    break;

                                case ChangeSpeed.Slow:
                                    tmpCache.Add(id, keys, values, (DateTime)dataReader[1 + metricGroup.NumberOfMultiRowKeys + metricGroup.NumberOfMultiRowKeyAttributes]);
                                    break;

                                default:
                                    throw new Exception("Only Static and Slow changing dictionaries are supported");
                                }
                            }

                            tmpCache.loadedFromDatabase = true;
                            Replace(cacheKey, tmpCache);

                            dataReader.Close();
                        }
                    }

                    if (connection == null)
                    {
                        conn.Close();
                    }
                }
                catch (SqlException e)
                {
                    if (e.Number == 208) // Invalid object
                    {
                        // Do not create tables if target has been deleted
                        if (!Configuration.targets.ContainsKey(targetId))
                        {
                            return;
                        }

                        SqlServerProbe.CreateTablesForMetricGroup(targetId, metricGroup);
                    }
                    else
                    {
                        _logger.Error("SqlException: " + e.Message + " ErrorCode: " + e.Number.ToString());
                    }
                } // end of catch

                tryCount++;
            } // end of while
        }     // end of LoadDictionaryIntoCache function
Exemple #5
0
        } // end of WriteFastSingleRowToRepository function

        /// <summary>Saves data into dictionary and data table for multi-value metrics</summary>
        private void WriteMultipleRowsToRepository(int targetId, MetricGroup metricGroup, ProbeResultingData data)
        {
            int        id;
            CacheTable dictCache, dataCache;
            List <int> newDictRows;
            List <Tuple <int, int> > oldDictRows;

            object[] key, attributes;
            string   dataTableName, dictTableName;

            byte           tryCount    = 0;
            bool           canExit     = false;
            SqlTransaction tran        = null;
            string         dictSqlStmt = string.Empty;
            string         dataSqlStmt = string.Empty;

            newDictRows = new List <int>();               // ids of records that should be added to the dictionary (new rows or rows with updated attributes)
            oldDictRows = new List <Tuple <int, int> >(); // ids and dictionary ids of records that changed since last probe and need to be closed

            dataTableName = SqlServerProbe.DataTableName(targetId, metricGroup);
            _logger.Debug("Name of data table: " + dataTableName);

            dictTableName = SqlServerProbe.DictTableName(targetId, metricGroup);
            _logger.Debug("Name of dictionary: " + dictTableName);

            // load the dictionary cache table if it doesn't exist
            if (!InMemoryCache.ContainsKey(dictTableName))
            {
                InMemoryCache.LoadDictionaryIntoCache(targetId, metricGroup, false);
            }

            dictCache = Configuration.inMemoryCache[dictTableName];

            // load the dictionary cache table if it doesn't exist
            if (!InMemoryCache.ContainsKey(dataTableName))
            {
                InMemoryCache.LoadDataIntoCache(targetId, metricGroup, false);
            }

            /*
             * Checks for changed or new records in dictionary and if needed prepares SQL statement to update dictionary table
             */
            switch (metricGroup.multiRowKeyAttributesChangeSpeed)
            {
            case ChangeSpeed.Static:
                // check whether all records are in the dictionary or some need to be added to it
                for (int i = 0; i < data.NumberOfRows; i++)
                {
                    key = new object[metricGroup.NumberOfMultiRowKeys];

                    for (int j = 0; j < metricGroup.NumberOfMultiRowKeys; j++)
                    {
                        key[j] = data.values[i, j];
                    }

                    if (dictCache.GetIdByKey(key) == -1)
                    {
                        newDictRows.Add(i);
                    }
                }

                // generate SQL statements if there are any new dictionary records
                if (newDictRows.Count > 0)
                {
                    dictSqlStmt = GenerateSqlStaticDict(targetId, metricGroup, data, newDictRows);
                }

                break;

            case ChangeSpeed.Slow:
                // check whether all records are in the dictionary or some need to be added to it
                for (int i = 0; i < data.NumberOfRows; i++)
                {
                    key = new object[metricGroup.NumberOfMultiRowKeys];
                    for (int j = 0; j < metricGroup.NumberOfMultiRowKeys; j++)
                    {
                        key[j] = data.values[i, j];
                    }

                    id = dictCache.GetIdByKey(key);
                    if (id == -1)
                    {
                        newDictRows.Add(i);
                    }
                    else     // check that attributes match
                    {
                        attributes = new object[metricGroup.NumberOfMultiRowKeyAttributes];
                        for (int j = 0; j < metricGroup.NumberOfMultiRowKeyAttributes; j++)
                        {
                            attributes[j] = data.values[i, metricGroup.NumberOfMultiRowKeys + j];
                        }

                        if (!dictCache.CompareAttributesForKey(id, attributes))
                        {
                            oldDictRows.Add(new Tuple <int, int>(i, id));    // this is to close the old record - UPDATE
                        }
                    }
                }

                // generate SQL statements if there are any changes or new records in dictionary
                if (oldDictRows.Count > 0 || newDictRows.Count > 0)
                {
                    dictSqlStmt = GenerateSqlSlowDict(targetId, metricGroup, data, oldDictRows, newDictRows);
                }

                break;

            default:
                throw new Exception("Unknown dictionary change speed");
            }

            /*
             * Write new data into dictionary but don't close transaction yet
             */
            if (dictSqlStmt.CompareTo(string.Empty) != 0)
            {
                _logger.Trace(dictSqlStmt);

                // If tables don't exist, will try to create them and rerun SQL statements
                while (!canExit && tryCount < 2)
                {
                    try
                    {
                        // we will write to the dictionary first and then to the data table so we need to begin a transaction
                        tran = this.reposConn.BeginTransaction();

                        if (dictSqlStmt.CompareTo(string.Empty) != 0)
                        {
                            // save dictionary changes
                            using (SqlCommand cmd = this.reposConn.CreateCommand())
                            {
                                cmd.Transaction = tran;
                                cmd.CommandType = System.Data.CommandType.Text;
                                cmd.CommandText = dictSqlStmt;
                                int rowCount = cmd.ExecuteNonQuery();
                                _logger.Debug("Rows affected: " + rowCount.ToString());
                            }
                        }

                        InMemoryCache.LoadDictionaryIntoCache(targetId, metricGroup, true, this.reposConn, tran);
                        canExit = true;
                    }
                    catch (SqlException e)
                    {
                        if (tran != null)
                        {
                            tran.Rollback();
                            tran.Dispose();
                            tran = null;
                        }

                        switch (e.Number)
                        {
                        case 208:     // Invalid object
                            // Do not create tables if target has been deleted
                            if (!Configuration.targets.ContainsKey(targetId))
                            {
                                return;
                            }

                            SqlServerProbe.CreateTablesForMetricGroup(targetId, metricGroup);
                            break;

                        default:
                            _logger.Error("SqlException: " + e.Message + " ErrorCode: " + e.Number.ToString());
                            break;
                        }
                    }

                    tryCount++;
                }
            }

            /*
             * Prepare SQL statement to save data with right references to the dictionary records
             */
            switch (metricGroup.changeSpeed)
            {
            case ChangeSpeed.Fast:
                dataSqlStmt = "INSERT INTO " + dataTableName + " (dt,dictId,";

                for (int i = 0; i < metricGroup.NumberOfMetrics; i++)
                {
                    dataSqlStmt += metricGroup.metrics[i].name.Replace(' ', '_') + ",";
                }

                dataSqlStmt  = dataSqlStmt.Remove(dataSqlStmt.Length - 1);    // remove last comma
                dataSqlStmt += ")" + Environment.NewLine + "VALUES";

                for (int i = 0; i < data.NumberOfRows; i++)
                {
                    dataSqlStmt += Environment.NewLine + "('" + SqlServerProbe.DateTimeToString(data.probeDateTime) + "',";

                    // retrieve corresponding id from dictionary
                    key = new object[metricGroup.NumberOfMultiRowKeys];

                    for (int k = 0; k < metricGroup.NumberOfMultiRowKeys; k++)
                    {
                        key[k] = data.values[i, k];
                    }

                    id           = dictCache.GetIdByKey(key);
                    dataSqlStmt += id.ToString() + ",";

                    // add metric values
                    for (int j = 0; j < metricGroup.NumberOfMetrics; j++)
                    {
                        dataSqlStmt += SqlServerProbe.DataValueToString(metricGroup.metrics[j].type, data.values[i, metricGroup.NumberOfMultiRowKeys + metricGroup.NumberOfMultiRowKeyAttributes + j]) + ",";
                    }

                    dataSqlStmt  = dataSqlStmt.Remove(dataSqlStmt.Length - 1);    // remove last comma
                    dataSqlStmt += "),";
                }

                dataSqlStmt = dataSqlStmt.Remove(dataSqlStmt.Length - 1);     // remove last comma
                _logger.Trace(dataSqlStmt);
                break;

            default:
                throw new Exception("Unsupported data change speed");
            }

            /*
             * Executes SQL statements
             * If tables don't exist, will try to create them and rerun SQL statements
             */
            try
            {
                // save data
                using (SqlCommand cmd = this.reposConn.CreateCommand())
                {
                    if (tran != null) // use same transaction as for the dictionary
                    {
                        cmd.Transaction = tran;
                    }

                    cmd.CommandType = System.Data.CommandType.Text;
                    cmd.CommandText = dataSqlStmt;
                    int rowCount = cmd.ExecuteNonQuery();
                    _logger.Debug("Rows affected: " + rowCount.ToString());
                }

                if (tran != null)
                {
                    tran.Commit();
                }

                InMemoryCache.LoadDictionaryIntoCache(targetId, metricGroup, true);
                dictCache = Configuration.inMemoryCache[dictTableName];

                // Update in-memory data cache
                object[] newValues;

                dataCache = Configuration.inMemoryCache[dataTableName];

                for (int i = 0; i < data.NumberOfRows; i++)
                {
                    key = new object[metricGroup.NumberOfMultiRowKeys];

                    for (int j = 0; j < metricGroup.NumberOfMultiRowKeys; j++)
                    {
                        key[j] = data.values[i, j];
                    }

                    id = dictCache.GetIdByKey(key);

                    newValues = new object[metricGroup.NumberOfMetrics];

                    for (int j = 0; j < metricGroup.NumberOfMetrics; j++)
                    {
                        newValues[j] = data.values[i, metricGroup.NumberOfMultiRowKeys + metricGroup.NumberOfMultiRowKeyAttributes + j];
                    }

                    dataCache.AddOrUpdateRowValues(id, new object[0], newValues);
                }

                canExit = true;
            }
            catch (SqlException e)
            {
                _logger.Error("SqlException: " + e.Message + " ErrorCode: " + e.Number.ToString());
                if (tran != null)
                {
                    tran.Rollback();
                    InMemoryCache.LoadDictionaryIntoCache(targetId, metricGroup, true);
                }
            }
        }