MySQL-使用子查询优化查询

我目前在查询中遇到了一些问题，需要进行一些优化-我正在寻找一种方法，如果可能的话，如何优化以下查询我现在不知道该怎么做：/：

SELECT count(distinct(pj.id)) as qty 
FROM `project_jobs` `pj` 
JOIN `projects` `p` ON pj.project_id = p.id AND p.status NOT IN ("CANCELED","DELETED","ARCHIVED") 

WHERE 
(
    (
        (pj.job_type_service_id IN (SELECT id FROM job_type_services WHERE job_type_id IN (4,2,3)))
        AND 
        (pj.new_status_id IN ("wip","completed","delivered"))
    ) 
    AND (pj.status<>'DELETED' AND pj.status<>'CANCELED')
) 
AND 
(pj.due_date >= '2010-04-01 00:00:00' AND pj.due_date <= '2018-05-09 23:59:59')

and exists 
(SELECT * FROM project_job_parents pjp
    WHERE pjp.project_job_id IN 
        (SELECT id FROM project_jobs WHERE job_type_id IN (1,24,7,8,32,34,33))
    and
    pjp.parent_id = pj.id
)

解释提供以下信息：

这里可以做些什么来优化和加速查询

EXISTS子查询的性能通常比子查询中的性能要好得多，至少在下面的大多数MySQL版本中是这样。 您没有提供表结构，因此很难判断存在哪些索引以及它们包含哪些列。所以，我将指定应该具有哪些索引。 要添加的索引：

ALTER TABLE `job_type_services` ADD INDEX `job_type_services_idx_id_id` (`job_type_id`,`id`);
ALTER TABLE `project_job_parents` ADD INDEX `project_job_parents_idx_id` (`parent_id`);
ALTER TABLE `project_job_parents` ADD INDEX `project_job_parents_idx_id` (`project_job_id`);
ALTER TABLE `project_jobs` ADD INDEX `project_jobs_idx_id_id_status_id` (`new_status_id`,`project_id`,`status`,`id`);
ALTER TABLE `project_jobs` ADD INDEX `project_jobs_idx_id` (`job_type_service_id`);
ALTER TABLE `project_jobs` ADD INDEX `project_jobs_idx_id` (`id`);
ALTER TABLE `project_jobs` ADD INDEX `project_jobs_idx_id_id` (`job_type_id`,`id`);
ALTER TABLE `projects` ADD INDEX `projects_idx_status_id` (`status`,`id`);

转换查询：

SELECT
        count(DISTINCT (`pj`.id)) AS qty 
    FROM
        `project_jobs` `pj` 
    JOIN
        `projects` `p` 
            ON `pj`.project_id = `p`.id 
            AND `p`.status NOT IN (
                'CANCELED',
            'DELETED',
            'ARCHIVED') 
        WHERE
            (
                (
                    (
                        EXISTS (
                            SELECT
                                1 
                            FROM
                                job_type_services 
                            WHERE
                                job_type_services.job_type_id IN (
                                    4, 2, 3
                                ) 
                                AND `pj`.job_type_service_id = job_type_services.id
                        )
                    ) 
                    AND (
                        `pj`.new_status_id IN (
                            'wip', 'completed', 'delivered'
                        )
                    )
                ) 
                AND (
                    `pj`.status <> 'DELETED' 
                    AND `pj`.status <> 'CANCELED'
                )
            ) 
            AND (
                `pj`.due_date >= '2010-04-01 00:00:00' 
                AND `pj`.due_date <= '2018-05-09 23:59:59'
            ) 
            AND EXISTS (
                SELECT
                    * 
                FROM
                    project_job_parents pjp 
                WHERE
                    EXISTS (
                        SELECT
                            1 
                        FROM
                            project_jobs 
                        WHERE
                            project_jobs.job_type_id IN (
                                1, 24, 7, 8, 32, 34, 33
                            ) 
                            AND pjp.project_job_id = project_jobs.id
                    ) 
                    AND pjp.parent_id = `pj`.id
                )

看见