业务SQL优化

1，个人开户报表统计

优化前语句,执行时间80多秒

SELECT
	a.DA AS f_da,
	a.account_name AS f_account_name,
	a.sex AS f_sex,
	a.nick_name AS f_nickname,
	a.create_time AS f_open_account_time,
	DATE_FORMAT(a.create_time, '%Y%m%d') AS f_open_account_date,
	HOUR (a.create_time) AS f_open_account_hour,
	a.group_ids AS f_group_id,
	a.f_reg_source AS f_reg_source,
	t.f_user_area_id AS f_user_area_id,
	t.f_user_type AS f_user_type,
	t.f_source AS f_user_source,
	device.device_id AS f_device_id,
	CONCAT_WS(
		",",
		device.f_cai_id,
		device.f_mobile_id,
		device.f_pid_id,
		device.f_stb_id
	) AS f_device_series_id,
	t.f_customer_code AS f_customer_code,
	token.f_first_login_time AS f_first_login_time,
	DATE_FORMAT(
		token.f_first_login_time,
		'%Y%m%d'
	) AS f_first_login_date,
	HOUR (token.f_first_login_time) AS f_first_longin_hour,
	token.f_app_version AS f_app_version
FROM
	(
		(
			(
				account_info a
				LEFT JOIN t_da_boss_info t ON a.DA = t.f_da
			)
			LEFT JOIN (
				SELECT
					d.home_id,
					GROUP_CONCAT(d.device_id) AS device_id,
					GROUP_CONCAT(d.cai_id) AS f_cai_id,
					GROUP_CONCAT(d.mobile_id) AS f_mobile_id,
					GROUP_CONCAT(d.pad_id) AS f_pid_id,
					GROUP_CONCAT(d.stb_id) AS f_stb_id
				FROM
					device_info d
				GROUP BY
					d.home_id
			) device ON a.home_id = device.home_id
		)
		LEFT JOIN (
			SELECT
				b.DA,
				b.f_extend,
				b.f_extend AS f_app_version,
				MIN(b.f_create_time) AS f_first_login_time
			FROM
				account_token b
			GROUP BY
				b.DA
		) token ON a.DA = token.DA
	)
WHERE
	a.create_time > '20000101'
AND a.create_time < '20000102'

优化后语句，执行2S

EXPLAIN
SELECT SQL_NO_CACHE
	a.DA AS f_da,
	a.account_name AS f_account_name,
	a.sex AS f_sex,
	a.nick_name AS f_nickname,
	a.create_time AS f_open_account_time,
	a.home_id AS f_home_id,
	DATE_FORMAT(a.create_time, '%Y%m%d') AS f_open_account_date,
	HOUR (a.create_time) AS f_open_account_hour,
	a.group_ids AS f_group_id,
	a.f_reg_source AS f_reg_source,
	t.f_user_area_id AS f_user_area_id,
	t.f_user_type AS f_user_type,
	t.f_customer_code AS f_customer_code,
	d.device_id AS f_device_id,
	CONCAT_WS(
		",",
		d.f_cai_id,
		d.f_mobile_id,
		d.f_pid_id,
		d.f_stb_id
	) AS f_device_series_id,
	min(b.f_first_login_time) as min_f_first_login_time,
	DATE_FORMAT(
		b.f_first_login_time,
		'%Y%m%d'
	) AS f_first_login_date,
	HOUR (b.f_first_login_time) AS f_first_longin_hour,
	b.f_app_version AS f_app_version
FROM
	((account_info a
LEFT JOIN t_da_boss_info t ON a.DA = t.f_da)
LEFT JOIN (
	SELECT
		home_id,
		GROUP_CONCAT(device_id) AS device_id,
		GROUP_CONCAT(cai_id) AS f_cai_id,
		GROUP_CONCAT(mobile_id) AS f_mobile_id,
		GROUP_CONCAT(pad_id) AS f_pid_id,
		GROUP_CONCAT(stb_id) AS f_stb_id
	FROM
		device_info
	GROUP BY
		home_id
)
d ON a.home_id = d.home_id)
LEFT JOIN (
	SELECT
		DA,
		f_extend,
		f_extend AS f_app_version,
		f_create_time AS f_first_login_time
		FROM
		account_token
) b ON a.DA = b.DA
WHERE
	a.create_time BETWEEN '2000-01-01 00:00:00'
AND '2000-01-02 00:00:00'  GROUP BY a.da;

account_token表改为走主键DA，DA字段有主键，join走主键，速度很快