Need to Check if a Table Exists Before Deleting a Record
You should probably use a stored procedure to to do this:

DELIMITER $$ 

DROP PROCEDURE IF EXISTS `test`.`DeleteByID` $$ 
CREATE PROCEDURE `test`.`DeleteByID` (db VARCHAR(64),tb VARCHAR(64),id_to_delete INT) 
BEGIN 
    DECLARE FoundCount INT;

    SELECT COUNT(1) INTO FoundCount
    FROM information_schema.tables
    WHERE table_schema = db
    AND table_name = tb;

    IF FoundCount = 1 THEN
        SET @sql = CONCAT('DELETE FROM ',db,'.',tb,' WHERE id=',id_to_delete); 
        PREPARE stmt FROM @sql; 
        EXECUTE stmt; 
        DEALLOCATE PREPARE stmt;
    END IF;

END $$ 

DELIMITER ; 


All you do in your code is call the stored procedure. For example, to delete ID 128 from drupaldb.comments:

CALL test.DeleteByID('drupaldb','comments',128);


Give it a Try !!!

Another variation on this would be to sculpt the query directly:

set @given_db = 'drupaldb';
set @given_tb = 'comments';
set @given_id = 128;
set @good_sql = CONCAT('DELETE FROM ',@given_db,'.',@given_tb,' WHERE id=',@given_id);
set @evil_sql = 'SELECT 1';
SELECT IF(table_exists=1,@good_sql,@evil_sql) INTO @DeleteSQL
FROM
(
    SELECT COUNT(1) table_exists
    FROM information_schema.tables 
    WHERE table_schema=@given_db
    AND table_name=@given_tb
) A;
PREPARE stmt FROM @DeleteSQL; EXECUTE stmt; DEALLOCATE PREPARE stmt;


NOTE: If the table does not exist, the query executed is SELECT 1.

Here is a sample that shows if the table does not exist:

mysql&gt;     set @given_db = 'drupaldb';
Query OK, 0 rows affected (0.00 sec)

mysql&gt;     set @given_tb = 'comments';
Query OK, 0 rows affected (0.00 sec)

mysql&gt;     set @given_id = 128;
Query OK, 0 rows affected (0.00 sec)

mysql&gt;     set @good_sql = CONCAT('DELETE FROM ',@given_db,'.',@given_tb,' WHERE id=',@given_id);
Query OK, 0 rows affected (0.00 sec)

mysql&gt;     set @evil_sql = 'SELECT 1';
Query OK, 0 rows affected (0.00 sec)

mysql&gt;     SELECT IF(table_exists=1,@good_sql,@evil_sql) INTO @DeleteSQL
    -&gt;     FROM
    -&gt;     (
    -&gt;         SELECT COUNT(1) table_exists
    -&gt;         FROM information_schema.tables
    -&gt;         WHERE table_schema=@given_db
    -&gt;         AND table_name=@given_tb
    -&gt;     ) A;
Query OK, 1 row affected (0.00 sec)

mysql&gt;     PREPARE stmt FROM @DeleteSQL; EXECUTE stmt; DEALLOCATE PREPARE stmt;
Query OK, 0 rows affected (0.00 sec)
Statement prepared

+---+
| 1 |
+---+
| 1 |
+---+
1 row in set (0.00 sec)

Query OK, 0 rows affected (0.00 sec)

mysql&gt;


Now, here is a sample where the table exists:

mysql&gt; select count(1) from mysql.user where user='rolando';
+----------+
| count(1) |
+----------+
|        0 |
+----------+
1 row in set (0.00 sec)

mysql&gt; grant all on *.* to 'rolando'@'127.0.0.1';
Query OK, 0 rows affected (0.00 sec)

mysql&gt; select count(1) from mysql.user where user='rolando';
+----------+
| count(1) |
+----------+
|        1 |
+----------+
1 row in set (0.00 sec)

mysql&gt; set @given_db = 'mysql';
Query OK, 0 rows affected (0.00 sec)

mysql&gt; set @given_tb = 'user';
Query OK, 0 rows affected (0.00 sec)

mysql&gt; set @given_id = 'rolando';
Query OK, 0 rows affected (0.00 sec)

mysql&gt; set @good_sql = CONCAT('DELETE FROM ',@given_db,'.',@given_tb,' WHERE user=''',@given_id,'''');
Query OK, 0 rows affected (0.00 sec)

mysql&gt; set @evil_sql = 'SELECT 1';
Query OK, 0 rows affected (0.00 sec)

mysql&gt; SELECT IF(table_exists=1,@good_sql,@evil_sql) INTO @DeleteSQL
    -&gt; FROM
    -&gt; (
    -&gt;     SELECT COUNT(1) table_exists
    -&gt;     FROM information_schema.tables
    -&gt;     WHERE table_schema=@given_db
    -&gt;     AND table_name=@given_tb
    -&gt; ) A;
Query OK, 1 row affected (0.00 sec)

mysql&gt; PREPARE stmt FROM @DeleteSQL; EXECUTE stmt; DEALLOCATE PREPARE stmt;
Query OK, 0 rows affected (0.02 sec)
Statement prepared

Query OK, 1 row affected (0.00 sec)

Query OK, 0 rows affected (0.00 sec)

mysql&gt; select count(1) from mysql.user where user='rolando';
+----------+
| count(1) |
+----------+
|        0 |
+----------+
1 row in set (0.00 sec)

mysql&gt;