Using batch inserts

You use batch inserts to insert chunks of data into the database.

1: Tracking load status (ODBC)
2: Error handling during batch loads

You use batch inserts to insert chunks of data into the database. By breaking the data into batches, you can monitor the progress of the load by receiving information about any rejected rows after each batch is loaded. To perform a batch load through ODBC, you typically use a prepared statement with the parameters bound to arrays that contain the data to be loaded. For each batch, you load a new set of data into the arrays then execute the prepared statement.

When you perform a batch load, Vertica uses a COPY statement to load the data. Each additional batch you load uses the same COPY statement. The statement remains open until you end the transaction, close the cursor for the statement, or execute a non-INSERT statement.

Using a single COPY statement for multiple batches improves batch loading efficiency by:

reducing the overhead of inserting individual batches
combining individual batches into larger ROS containers

Note

If the database connection has AUTOCOMMIT enabled, then the transaction is automatically committed after each batch insert statement which closes the COPY statement. Leaving AUTOCOMMIT enabled makes your batch load much less efficient, and can cause added overhead in your database as all of the smaller loads are consolidated.

Even though Vertica uses a single COPY statement to insert multiple batches within a transaction, you can locate which (if any) rows were rejected due to invalid row formats or data type issues after each batch is loaded. See Tracking load status (ODBC) for details.

Note

While you can find rejected rows during the batch load transaction, other types of errors (such as running out of disk space or a node shutdown that makes the database unsafe) are only reported when the COPY statement ends.

Since the batch loads share a COPY statement, errors in one batch can cause earlier batches in the same transaction to be rolled back.

Batch insert steps

The steps your application needs to take in order to perform an ODBC Batch Insert are:

Connect to the database.
Disable autocommit for the connection.
Create a prepared statement that inserts the data you want to load.
Bind the parameters of the prepared statement to arrays that will contain the data you want to load.
Populate the arrays with the data for your batches.
Execute the prepared statement.
Optionally, check the results of the batch load to find rejected rows.
Repeat the previous three steps until all of the data you want to load is loaded.
Commit the transaction.
Optionally, check the results of the entire batch transaction.

The following example code demonstrates a simplified version of the above steps.

// Some standard headers
#include <stdio.h>
#include <stdlib.h>
// Only needed for Windows clients
// #include <windows.h>
// Standard ODBC headers
#include <sql.h>
#include <sqltypes.h>
#include <sqlext.h>
int main()
{
    // Number of data rows to insert
    const int NUM_ENTRIES = 4;

    // Set up the ODBC environment
    SQLRETURN ret;
    SQLHENV hdlEnv;
    ret = SQLAllocHandle(SQL_HANDLE_ENV, SQL_NULL_HANDLE, &hdlEnv);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not allocate a handle.\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Allocated an environment handle.\n");
    }
    // Tell ODBC that the application uses ODBC 3.
    ret = SQLSetEnvAttr(hdlEnv, SQL_ATTR_ODBC_VERSION,
        (SQLPOINTER) SQL_OV_ODBC3, SQL_IS_UINTEGER);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not set application version to ODBC3.\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Set application to ODBC 3.\n");
    }
    // Allocate a database handle.
    SQLHDBC hdlDbc;
    ret = SQLAllocHandle(SQL_HANDLE_DBC, hdlEnv, &hdlDbc);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not allocate database handle.\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Allocated Database handle.\n");
    }
    // Connect to the database
    printf("Connecting to database.\n");
    const char *dsnName = "ExampleDB";
    const char* userID = "dbadmin";
    const char* passwd = "password123";
    ret = SQLConnect(hdlDbc, (SQLCHAR*)dsnName,
        SQL_NTS,(SQLCHAR*)userID,SQL_NTS,
        (SQLCHAR*)passwd, SQL_NTS);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not connect to database.\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Connected to database.\n");
    }


    // Disable AUTOCOMMIT
    printf("Disabling autocommit.\n");
    ret = SQLSetConnectAttr(hdlDbc, SQL_ATTR_AUTOCOMMIT, SQL_AUTOCOMMIT_OFF,
                            SQL_NTS);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not disable autocommit.\n");
        exit(EXIT_FAILURE);
    }

    // Set up a statement handle
    SQLHSTMT hdlStmt;
    SQLAllocHandle(SQL_HANDLE_STMT, hdlDbc, &hdlStmt);

    // Create a table to hold the data
    SQLExecDirect(hdlStmt, (SQLCHAR*)"DROP TABLE IF EXISTS customers",
        SQL_NTS);
    SQLExecDirect(hdlStmt, (SQLCHAR*)"CREATE TABLE customers "
        "(CustID int, CustName varchar(100), Phone_Number char(15));",
        SQL_NTS);

    // Create the prepared statement. This will insert data into the
    // table we created above.
    printf("Creating prepared statement\n");
    ret = SQLPrepare (hdlStmt, (SQLTCHAR*)"INSERT INTO customers (CustID, "
        "CustName,  Phone_Number) VALUES(?,?,?)", SQL_NTS) ;
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not create prepared statement\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Created prepared statement.\n");
    }
    // This is the data to be inserted into the database.
    SQLCHAR custNames[][50] = { "Allen, Anna", "Brown, Bill", "Chu, Cindy",
        "Dodd, Don" };
    SQLINTEGER custIDs[] = { 100, 101, 102, 103};
    // year, month, day, hour, minute, second, fraction
    // struct accepts fraction in billionths of a second, but Vertica supports millionths
    SQL_TIMESTAMP_STRUCT accountCreationDates[] = { 
        {1997, 4, 1, 12, 35, 29, 0},          // 1997-04-01 12:35:29
        {2002, 6, 13, 1,  0, 12, 1000},       // 2002-06-13 01:00:12.000001
        {2000, 9, 2, 2,  59, 37, 999000000},  // 2000-09-02 02:59:37.999
        {2009, 1, 25, 3,  7, 59, 999999000},  // 2009-01-25 03:07:59.999999
    };
    SQLCHAR phoneNums[][15] = {"1-617-555-1234", "1-781-555-1212",
        "1-508-555-4321", "1-617-555-4444"};
    // Bind the data arrays to the parameters in the prepared SQL
    // statement. First is the custID.
    ret = SQLBindParameter(hdlStmt, 1, SQL_PARAM_INPUT, SQL_C_LONG, SQL_INTEGER,
        0, 0, (SQLPOINTER)custIDs, sizeof(SQLINTEGER) , NULL);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not bind custID array\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Bound CustIDs array to prepared statement\n");
    }
    // Bind the customer account creation date
    // timestamp column size is safe at 23 + length of longest fractional component precision
    // Max precision that vertica supports for timestamp second precision is 6 digits
    ret = SQLBindParameter(stmt.hstmt, 2, SQL_PARAM_INPUT, SQL_C_TYPE_TIMESTAMP, SQL_TIMESTAMP, 29, 6,
                          (SQLPOINTER)accountCreationDates, sizeof(SQL_TIMESTAMP_STRUCT), NULL);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not bind account creation dates\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Bound account creation date array to prepared statement\n");
    }
    // Bind CustNames
    ret = SQLBindParameter(hdlStmt, 3, SQL_PARAM_INPUT, SQL_C_CHAR, SQL_VARCHAR,
        50, 0, (SQLPOINTER)custNames, 50, NULL);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not bind custNames\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Bound CustNames array to prepared statement\n");
    }
    // Bind phoneNums
    ret = SQLBindParameter(hdlStmt, 4, SQL_PARAM_INPUT, SQL_C_CHAR, SQL_CHAR,
        15, 0, (SQLPOINTER)phoneNums, 15, NULL);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not bind phoneNums\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Bound phoneNums array to prepared statement\n");
    }
    // Tell the ODBC driver how many rows we have in the
    // array.
    ret = SQLSetStmtAttr( hdlStmt, SQL_ATTR_PARAMSET_SIZE,
        (SQLPOINTER)NUM_ENTRIES, 0 );
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not bind set parameter size\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Bound phoneNums array to prepared statement\n");
    }

    // Add multiple batches to the database. This just adds the same
    // batch of data four times for simplicity's sake. Each call adds
    // the 4 rows into the database.
    for (int batchLoop=1; batchLoop<=5; batchLoop++) {
        // Execute the prepared statement, loading all of the data
        // in the arrays.
        printf("Adding Batch #%d...", batchLoop);
        ret = SQLExecute(hdlStmt);
        if(!SQL_SUCCEEDED(ret)) {
           printf("not successful!\n");
        }  else {
            printf("successful.\n");
        }
    }
    // Done with batches, commit the transaction
    printf("Committing transaction\n");
    ret = SQLEndTran(SQL_HANDLE_DBC, hdlDbc, SQL_COMMIT);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not commit transaction\n");
    }  else {
        printf("Committed transaction\n");
    }

    // Clean up
    printf("Free handles.\n");
    ret = SQLDisconnect( hdlDbc );
    if(!SQL_SUCCEEDED(ret)) {
        printf("Error disconnecting. Transaction still open?\n");
        exit(EXIT_FAILURE);
    }
    SQLFreeHandle(SQL_HANDLE_STMT, hdlStmt);
    SQLFreeHandle(SQL_HANDLE_DBC, hdlDbc);
    SQLFreeHandle(SQL_HANDLE_ENV, hdlEnv);
    exit(EXIT_SUCCESS);
}

The result of running the above code is shown below.

Allocated an environment handle.
Set application to ODBC 3.
Allocated Database handle.
Connecting to database.
Connected to database.
Creating prepared statement
Created prepared statement.
Bound CustIDs array to prepared statement
Bound CustNames array to prepared statement
Bound phoneNums array to prepared statement
Adding Batch #1...successful.
Adding Batch #2...successful.
Adding Batch #3...successful.
Adding Batch #4...successful.
Adding Batch #5...successful.
Committing transaction
Committed transaction
Free handles.

The resulting table looks like this:

=> SELECT * FROM customers;
 CustID |  CustName   |  Phone_Number
--------+-------------+-----------------
    100 | Allen, Anna | 1-617-555-1234
    101 | Brown, Bill | 1-781-555-1212
    102 | Chu, Cindy  | 1-508-555-4321
    103 | Dodd, Don   | 1-617-555-4444
    100 | Allen, Anna | 1-617-555-1234
    101 | Brown, Bill | 1-781-555-1212
    102 | Chu, Cindy  | 1-508-555-4321
    103 | Dodd, Don   | 1-617-555-4444
    100 | Allen, Anna | 1-617-555-1234
    101 | Brown, Bill | 1-781-555-1212
    102 | Chu, Cindy  | 1-508-555-4321
    103 | Dodd, Don   | 1-617-555-4444
    100 | Allen, Anna | 1-617-555-1234
    101 | Brown, Bill | 1-781-555-1212
    102 | Chu, Cindy  | 1-508-555-4321
    103 | Dodd, Don   | 1-617-555-4444
    100 | Allen, Anna | 1-617-555-1234
    101 | Brown, Bill | 1-781-555-1212
    102 | Chu, Cindy  | 1-508-555-4321
    103 | Dodd, Don   | 1-617-555-4444
(20 rows)

Note

An input parameter bound with the SQL_C_NUMERIC data type uses the default numeric precision (37) and the default scale (0) instead of the precision and scale set by the SQL_NUMERIC_STRUCT input value. This behavior adheres to the ODBC standard. If you do not want to use the default precision and scale, use SQLSetDescField() or SQLSetDescRec() to change them in the statement's attributes.

1 - Tracking load status (ODBC)

After loading a batch of data, your client application can get the number of rows that were processed and find out whether each row was accepted or rejected.

Finding the number of accepted rows

To get the number of rows processed by a batch, you add an attribute named SQL_ATTR_PARAMS_PROCESSED_PTR to the statement object that points to a variable to receive the number rows:

    SQLULEN rowsProcessed;
    SQLSetStmtAttr(hdlStmt, SQL_ATTR_PARAMS_PROCESSED_PTR, &rowsProcessed, 0);

When your application calls SQLExecute() to insert the batch, the Vertica ODBC driver saves the number of rows that it processed (which is not necessarily the number of rows that were successfully inserted) in the variable you specified in the SQL_ATTR_PARAMS_PROCESSED_PTR statement attribute.

Finding the accepted and rejected rows

Your application can also set a statement attribute named SQL_ATTR_PARAM_STATUS_PTR that points to an array where the ODBC driver can store the result of inserting each row:

    SQLUSMALLINT   rowResults[ NUM_ENTRIES ];
    SQLSetStmtAttr(hdlStmt, SQL_ATTR_PARAM_STATUS_PTR, rowResults, 0);

This array must be at least as large as the number of rows being inserted in each batch.

When your application calls SQLExecute to insert a batch, the ODBC driver populates the array with values indicating whether each row was successfully inserted (SQL_PARAM_SUCCESS or SQL_PARAM_SUCCESS_WITH_INFO) or encountered an error (SQL_PARAM_ERROR).

The following example expands on the example shown in Using batch inserts to include reporting the number of rows processed and the status of each row inserted.

// Some standard headers
#include <stdio.h>
#include <stdlib.h>
// Only needed for Windows clients
// #include <windows.h>
// Standard ODBC headers
#include <sql.h>
#include <sqltypes.h>
#include <sqlext.h>
// Helper function to print SQL error messages.
template <typename HandleT>
void reportError(int handleTypeEnum, HandleT hdl)
{
    // Get the status records.
    SQLSMALLINT   i, MsgLen;
    SQLRETURN ret2;
    SQLCHAR       SqlState[6], Msg[SQL_MAX_MESSAGE_LENGTH];
    SQLINTEGER    NativeError;
    i = 1;
    printf("\n");
    while ((ret2 = SQLGetDiagRec(handleTypeEnum, hdl, i, SqlState, &NativeError,
        Msg, sizeof(Msg), &MsgLen)) != SQL_NO_DATA) {
            printf("error record %d\n", i);
            printf("sqlstate: %s\n", SqlState);
            printf("detailed msg: %s\n", Msg);
            printf("native error code: %d\n\n", NativeError);
            i++;
    }
}
int main()
{
    // Number of data rows to insert
    const int NUM_ENTRIES = 4;


    SQLRETURN ret;
    SQLHENV hdlEnv;
    ret = SQLAllocHandle(SQL_HANDLE_ENV, SQL_NULL_HANDLE, &hdlEnv);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not allocate a handle.\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Allocated an environment handle.\n");
    }
    ret = SQLSetEnvAttr(hdlEnv, SQL_ATTR_ODBC_VERSION,
        (SQLPOINTER) SQL_OV_ODBC3, SQL_IS_UINTEGER);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not set application version to ODBC3.\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Set application to ODBC 3.\n");
    }
    SQLHDBC hdlDbc;
    ret = SQLAllocHandle(SQL_HANDLE_DBC, hdlEnv, &hdlDbc);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not allocate database handle.\n");
        exit(EXIT_FAILURE);
    } else {
        printf("Allocated Database handle.\n");
    }
    // Connect to the database
    printf("Connecting to database.\n");
    const char *dsnName = "ExampleDB";
    const char* userID = "dbadmin";
    const char* passwd = "password123";
    ret = SQLConnect(hdlDbc, (SQLCHAR*)dsnName,
        SQL_NTS,(SQLCHAR*)userID,SQL_NTS,
        (SQLCHAR*)passwd, SQL_NTS);
    if(!SQL_SUCCEEDED(ret)) {
        printf("Could not connect to database.\n");
        reportError<SQLHDBC>(SQL_HANDLE_DBC, hdlDbc);
        exit(EXIT_FAILURE);
    } else {
        printf("Connected to database.\n");
    }
    // Set up a statement handle
    SQLHSTMT hdlStmt;
    SQLAllocHandle(SQL_HANDLE_STMT, hdlDbc, &hdlStmt);
    SQLExecDirect(hdlStmt, (SQLCHAR*)"DROP TABLE IF EXISTS customers",
        SQL_NTS);
    // Create a table into which we can store data
    printf("Creating table.\n");
    ret = SQLExecDirect(hdlStmt, (SQLCHAR*)"CREATE TABLE customers "
        "(CustID int, CustName varchar(50), Phone_Number char(15));",
        SQL_NTS);
    if(!SQL_SUCCEEDED(ret)) {
        reportError<SQLHDBC>( SQL_HANDLE_STMT, hdlStmt );
        exit(EXIT_FAILURE);
    } else {
        printf("Created table.\n");
    }
    // Create the prepared statement. This will insert data into the
    // table we created above.
    printf("Creating prepared statement\n");
    ret = SQLPrepare (hdlStmt, (SQLTCHAR*)"INSERT INTO customers (CustID, "
        "CustName,  Phone_Number) VALUES(?,?,?)", SQL_NTS) ;
    if(!SQL_SUCCEEDED(ret)) {
        reportError<SQLHDBC>( SQL_HANDLE_STMT, hdlStmt );
        exit(EXIT_FAILURE);
    } else {
        printf("Created prepared statement.\n");
    }
    // This is the data to be inserted into the database.
    char custNames[][50] = { "Allen, Anna", "Brown, Bill", "Chu, Cindy",
        "Dodd, Don" };
    SQLINTEGER custIDs[] = { 100, 101, 102, 103};
    char phoneNums[][15] = {"1-617-555-1234", "1-781-555-1212",
        "1-508-555-4321", "1-617-555-4444"};
    // Bind the data arrays to the parameters in the prepared SQL
    // statement
    ret = SQLBindParameter(hdlStmt, 1, SQL_PARAM_INPUT, SQL_C_LONG, SQL_INTEGER,
        0, 0, (SQLPOINTER)custIDs, sizeof(SQLINTEGER) , NULL);
    if(!SQL_SUCCEEDED(ret)) {
        reportError<SQLHDBC>( SQL_HANDLE_STMT, hdlStmt );
        exit(EXIT_FAILURE);
    } else {
        printf("Bound CustIDs array to prepared statement\n");
    }
    // Bind CustNames
    SQLBindParameter(hdlStmt, 2, SQL_PARAM_INPUT, SQL_C_CHAR, SQL_VARCHAR,
        50, 0, (SQLPOINTER)custNames, 50, NULL);
    if(!SQL_SUCCEEDED(ret)) {
        reportError<SQLHDBC>( SQL_HANDLE_STMT, hdlStmt );
        exit(EXIT_FAILURE);
    } else {
        printf("Bound CustNames array to prepared statement\n");
    }
    // Bind phoneNums
    SQLBindParameter(hdlStmt, 3, SQL_PARAM_INPUT, SQL_C_CHAR, SQL_CHAR,
        15, 0, (SQLPOINTER)phoneNums, 15, NULL);
    if(!SQL_SUCCEEDED(ret)) {
        reportError<SQLHDBC>( SQL_HANDLE_STMT, hdlStmt );
        exit(EXIT_FAILURE);
    } else {
        printf("Bound phoneNums array to prepared statement\n");
    }
    // Set up a variable to recieve number of parameters processed.
    SQLULEN rowsProcessed;
    // Set a statement attribute to point to the variable
    SQLSetStmtAttr(hdlStmt, SQL_ATTR_PARAMS_PROCESSED_PTR, &rowsProcessed, 0);
    // Set up an array to hold the result of each row insert
    SQLUSMALLINT   rowResults[ NUM_ENTRIES ];
    // Set a statement attribute to point to the array
    SQLSetStmtAttr(hdlStmt, SQL_ATTR_PARAM_STATUS_PTR, rowResults, 0);
    // Tell the ODBC driver how many rows we have in the
    // array.
    SQLSetStmtAttr(hdlStmt, SQL_ATTR_PARAMSET_SIZE, (SQLPOINTER)NUM_ENTRIES, 0);
    // Add multiple batches to the database. This just adds the same
    // batch of data over and over again for simplicity's sake.
    for (int batchLoop=1; batchLoop<=5; batchLoop++) {
        // Execute the prepared statement, loading all of the data
        // in the arrays.
        printf("Adding Batch #%d...", batchLoop);
        ret = SQLExecute(hdlStmt);
        if(!SQL_SUCCEEDED(ret)) {
            reportError<SQLHDBC>( SQL_HANDLE_STMT, hdlStmt );
            exit(EXIT_FAILURE);
        }
        // Number of rows processed is in rowsProcessed
        printf("Params processed: %d\n", rowsProcessed);
        printf("Results of inserting each row:\n");
        int i;
        for (i = 0; i<NUM_ENTRIES; i++) {
            SQLUSMALLINT result = rowResults[i];
            switch(rowResults[i]) {
                case SQL_PARAM_SUCCESS:
                case SQL_PARAM_SUCCESS_WITH_INFO:
                    printf("  Row %d inserted successsfully\n", i+1);
                    break;
                case SQL_PARAM_ERROR:
                    printf("  Row %d was not inserted due to an error.", i+1);
                    break;
                default:
                    printf("  Row %d had some issue with it: %d\n", i+1, result);
            }
        }
    }
    // Done with batches, commit the transaction
    printf("Commit Transaction\n");
    ret = SQLEndTran(SQL_HANDLE_DBC, hdlDbc, SQL_COMMIT);
    if(!SQL_SUCCEEDED(ret)) {
        reportError<SQLHDBC>( SQL_HANDLE_STMT, hdlStmt );
    }


    // Clean up
    printf("Free handles.\n");
    ret = SQLDisconnect( hdlDbc );
    if(!SQL_SUCCEEDED(ret)) {
        printf("Error disconnecting. Transaction still open?\n");
        exit(EXIT_FAILURE);
    }
    SQLFreeHandle(SQL_HANDLE_STMT, hdlStmt);
    SQLFreeHandle(SQL_HANDLE_DBC, hdlDbc);
    SQLFreeHandle(SQL_HANDLE_ENV, hdlEnv);
    exit(EXIT_SUCCESS);
}

Running the example code produces the following output:

Allocated an environment handle.Set application to ODBC 3.
Allocated Database handle.
Connecting to database.
Connected to database.
Creating table.
Created table.
Creating prepared statement
Created prepared statement.
Bound CustIDs array to prepared statement
Bound CustNames array to prepared statement
Bound phoneNums array to prepared statement
Adding Batch #1...Params processed: 4
Results of inserting each row:
  Row 1 inserted successfully
  Row 2 inserted successfully
  Row 3 inserted successfully
  Row 4 inserted successfully
Adding Batch #2...Params processed: 4
Results of inserting each row:
  Row 1 inserted successfully
  Row 2 inserted successfully
  Row 3 inserted successfully
  Row 4 inserted successfully
Adding Batch #3...Params processed: 4
Results of inserting each row:
  Row 1 inserted successfully
  Row 2 inserted successfully
  Row 3 inserted successfully
  Row 4 inserted successfully
Adding Batch #4...Params processed: 4
Results of inserting each row:
  Row 1 inserted successfully
  Row 2 inserted successfully
  Row 3 inserted successfully
  Row 4 inserted successfully
Adding Batch #5...Params processed: 4
Results of inserting each row:
  Row 1 inserted successfully
  Row 2 inserted successfully
  Row 3 inserted successfully
  Row 4 inserted successfully
Commit Transaction
Free handles.

2 - Error handling during batch loads

When loading individual batches, you can find information on how many rows were accepted and what rows were rejected (see Tracking Load Status for details).

When loading individual batches, you can find information on how many rows were accepted and what rows were rejected (see Tracking load status (ODBC) for details). Other errors, such as disk space errors, do not occur while inserting individual batches. This behavior is caused by having a single COPY statement perform the loading of multiple consecutive batches. Using the single COPY statement makes the batch load process perform much faster. It is only when the COPY statement closes that the batched data is committed and Vertica reports other types of errors.

Your bulk loading application should check for errors when the COPY statement closes. Normally, you force the COPY statement to close by calling the SQLEndTran() function to end the transaction. You can also force the COPY statement to close by closing the cursor using the SQLCloseCursor() function, or by setting the database connection's AutoCommit property to true before inserting the last batch in the load.

Note

The COPY statement also closes if you execute any non-insert statement. However having to deal with errors from the COPY statement in what might be an otherwise-unrelated query is not intuitive, and can lead to confusion and a harder to maintain application. You should explicitly end the COPY statement at the end of your batch load and handle any errors at that time.