使用Rails。我有以下代码:
class TypeOfBlock < ActiveRecord::Base
has_and_belongs_to_many :patients
end
class Patient < ActiveRecord::Base
has_and_belongs_to_many :type_of_blocks, dependent: :destroy
end
使用这些表格:
╔══════════════╗
║type_of_blocks║
╠══════╦═══════╣
║ id ║ name ║
╠══════╬═══════╣
║ 1 ║ UP ║
║ 2 ║ LL ║
║ 3 ║ T ║
╚══════╩═══════╝
╔═══════════════════════════════╗
║ patients_type_of_blocks ║
╠══════════════════╦════════════╣
║ type_of_block_id ║ patient_id ║
╠══════════════════╬════════════╣
║ 1 ║ 1 ║
║ 1 ║ 2 ║
║ 2 ║ 2 ║
║ 3 ║ 3 ║
║ 2 ║ 4 ║
║ 1 ║ 5 ║
║ 1 ║ 6 ║
║ 2 ║ 6 ║
║ 3 ║ 6 ║
╚══════════════════╩════════════╝
我想计算独特患者的数量取决于阻滞组合的类型,这是预期的结果:
# Expected results (just like a truth table)
UP (patient with type_of_block_id 1 only) = 2 patient
UP + LL (patient with type_of_block_ids 1 and 2) = 1 patient
UP + T (patient with type_of_block_ids 1 and 3) = 0 patient
LL (patient with type_of_block_id 2 only) = 1 patient
LL + T (patient with type_of_block_ids 2 and 3) = 0 patient
T (patient with type_of_block_id 3 only) = 1 patient
UP + LL + T (patient with type_of_block_ids 1, 2 and 3) = 1 patient
我试图加入以下表格:
up_ll =
TypeOfBlock.
joins("join patients_type_of_blocks on patients_type_of_blocks.type_of_block_id = type_of_blocks.id").
where("patients_type_of_blocks.type_of_block_id = 1 and patients_type_of_blocks.type_of_block_id = 2").
size
但是复杂程度过高,数量错误。我想尝试原始SQL,但Rails 4弃用它并要求我做ModelClass.find_by_sql
。
如何生成上述预期结果?
答案 0 :(得分:5)
我想到的唯一解决方案是使用原始SQL并利用 group_concat
function ,如图here所示。
所需的SQL是:
SELECT
combination,
count(*) as cnt
FROM (
SELECT
ptb.patient_id,
group_concat(tb.name ORDER BY tb.name) AS combination
FROM type_of_blocks tb
INNER JOIN patients_type_of_blocks ptb ON ptb.type_of_block_id = tb.id
GROUP BY ptb.patient_id) patient_combinations
GROUP BY combination;
患者的内部选择组,并选择每个患者具有的块类型的组合。然后外部选择简单地计算每种组合中的患者。
查询返回以下内容(请参阅SQL fiddle):
combination cnt
LL 1
LL,T,UP 1
LL,UP 1
T 1
UP 2
正如您所看到的,查询不返回零计数,这必须在ruby代码中解决(可能使用零的所有组合初始化哈希,然后与查询计数合并)。
要将此查询集成到ruby,只需在任何模型上使用find_by_sql
方法(例如将结果转换为哈希):
sql = <<-EOF
...the query from above...
EOF
TypeOfBlock.find_by_sql(sql).to_a.reduce({}) { |h, u| h[u.combination] = u.cnt; h }
# => { "LL" => 1, "LL,T,UP" => 1, "LL,UP" => 1, "T" => 1, "UP" => 2 }
答案 1 :(得分:5)
BoraMa提供的答案是正确的。我只想谈谈:
正如您所看到的,查询不会返回零计数, 这必须是 解决了ruby代码(也许用所有组合初始化哈希 使用零,然后与查询计数合并)。
可以通过使用纯MySQL来实现:
SELECT sub.combination, COALESCE(cnt, 0) AS cnt
FROM (SELECT GROUP_CONCAT(Name ORDER BY Name SEPARATOR ' + ') AS combination
FROM (SELECT p.Name, p.rn, LPAD(BIN(u.N + t.N * 10), size, '0') bitmap
FROM (SELECT @rownum := @rownum + 1 rn, id, Name
FROM type_of_blocks, (SELECT @rownum := 0) r) p
CROSS JOIN (SELECT 0 N UNION ALL SELECT 1
UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4
UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7
UNION ALL SELECT 8 UNION ALL SELECT 9) u
CROSS JOIN (SELECT 0 N UNION ALL SELECT 1
UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4
UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7
UNION ALL SELECT 8 UNION ALL SELECT 9) t
CROSS JOIN (SELECT COUNT(*) AS size FROM type_of_blocks) o
WHERE u.N + t.N * 10 < POW(2, size)
) b
WHERE SUBSTRING(bitmap, rn, 1) = '1'
GROUP BY bitmap
) AS sub
LEFT JOIN (
SELECT combination, COUNT(*) AS cnt
FROM (SELECT ptb.patient_id,
GROUP_CONCAT(tb.name ORDER BY tb.name SEPARATOR ' + ') AS combination
FROM type_of_blocks tb
JOIN patients_type_of_blocks ptb
ON ptb.type_of_block_id = tb.id
GROUP BY ptb.patient_id) patient_combinations
GROUP BY combination
) AS sub2
ON sub.combination = sub2.combination
ORDER BY LENGTH(sub.combination), sub.combination;
的 SQLFiddleDemo
强>
输出:
╔══════════════╦═════╗
║ combination ║ cnt ║
╠══════════════╬═════╣
║ T ║ 1 ║
║ LL ║ 1 ║
║ UP ║ 2 ║
║ LL + T ║ 0 ║
║ T + UP ║ 0 ║
║ LL + UP ║ 1 ║
║ LL + T + UP ║ 1 ║
╚══════════════╩═════╝
工作原理:
为了更好地理解它如何工作Postgresql
生成所有命令的版本:
WITH all_combinations AS (
SELECT string_agg(b.Name ,' + ' ORDER BY b.Name) AS combination
FROM (SELECT p.Name, p.rn, RIGHT(o.n::bit(16)::text, size) AS bitmap
FROM (SELECT *, ROW_NUMBER() OVER(ORDER BY id)::int AS rn
FROM type_of_blocks )AS p
CROSS JOIN generate_series(1, 100000) AS o(n)
,LATERAL(SELECT COUNT(*)::int AS size FROM type_of_blocks) AS s
WHERE o.n < 2 ^ size
) b
WHERE SUBSTRING(b.bitmap, b.rn, 1) = '1'
GROUP BY b.bitmap
)
SELECT sub.combination, COALESCE(sub2.cnt, 0) AS cnt
FROM all_combinations sub
LEFT JOIN (SELECT combination, COUNT(*) AS cnt
FROM (SELECT ptb.patient_id,
string_agg(tb.name,' + ' ORDER BY tb.name) AS combination
FROM type_of_blocks tb
JOIN patients_type_of_blocks ptb
ON ptb.type_of_block_id = tb.id
GROUP BY ptb.patient_id) patient_combinations
GROUP BY combination) AS sub2
ON sub.combination = sub2.combination
ORDER BY LENGTH(sub.combination), sub.combination;
的 SqlFiddleDemo2
强>
答案 2 :(得分:0)
您也可以使用rails
预期
class PatientsTypeOfBlock < ActiveRecord::Base
belongs_to :patient
belongs_to :type_of_block
end
查询为例
PatientsTypeOfBlock.joins( :type_of_block, :patient ).where( "type_of_blocks.name = ?", "UP" ).count