从数据库表中删除大量数据是指一次性删除表中大量记录的操作。这与删除少量数据不同,因为大量删除会带来性能、事务日志、锁和系统资源等方面的挑战。
DELETE FROM large_table WHERE condition;
特点:
-- MySQL示例
DELETE FROM large_table WHERE condition LIMIT 1000;
-- SQL Server示例
WHILE 1=1
BEGIN
DELETE TOP (1000) FROM large_table WHERE condition;
IF @@ROWCOUNT = 0 BREAK;
END
特点:
-- 1. 创建临时表存储要保留的数据
CREATE TABLE temp_table AS SELECT * FROM large_table WHERE keep_condition;
-- 2. 截断原表
TRUNCATE TABLE large_table;
-- 3. 将保留数据插回原表
INSERT INTO large_table SELECT * FROM temp_table;
-- 4. 删除临时表
DROP TABLE temp_table;
特点:
-- 如果是按日期分区的表
ALTER TABLE large_table DROP PARTITION old_data_partition;
特点:
原因:
解决方案:
原因:
解决方案:
原因:
解决方案:
DO $$
DECLARE
batch_size INTEGER := 1000;
rows_affected INTEGER := batch_size;
BEGIN
WHILE rows_affected > 0 LOOP
DELETE FROM large_table
WHERE id IN (
SELECT id
FROM large_table
WHERE condition
LIMIT batch_size
);
GET DIAGNOSTICS rows_affected = ROW_COUNT;
COMMIT;
RAISE NOTICE 'Deleted % rows', rows_affected;
-- 添加延迟以减少系统负载
PERFORM pg_sleep(0.1);
END LOOP;
END $$;
DECLARE
CURSOR c IS SELECT rowid FROM large_table WHERE condition;
TYPE rowid_array IS TABLE OF ROWID;
l_rowids rowid_array;
l_batch_size NUMBER := 1000;
BEGIN
OPEN c;
LOOP
FETCH c BULK COLLECT INTO l_rowids LIMIT l_batch_size;
EXIT WHEN l_rowids.COUNT = 0;
FORALL i IN 1..l_rowids.COUNT
DELETE FROM large_table WHERE rowid = l_rowids(i);
COMMIT;
DBMS_OUTPUT.PUT_LINE('Deleted ' || l_rowids.COUNT || ' rows');
END LOOP;
CLOSE c;
END;
通过以上方法和注意事项,可以安全高效地从数据库表中删除大量数据。
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