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我有我的MongoDB实例,看起来像下面拆分和汇总数从阵列
{
...
regions: ["Region-West", "Region-HC"],
care_levels: ["Memory Care"],
...
}
{
...
regions: ["Region-West", "Region-SC"],
care_levels: ["Physical Rehab"],
...
}
{
...
regions: ["Region-East", "Region-NC"],
care_levels: ["Physical Rehab"],
...
}
的地区和护理水平的文档都是一个字符串数组。我想执行由特定区域集和care_levels映射的文档数。例如 -
Region-East, Physical Rehab => 20
Region-East, Memory Care => 20
Region-West, Memory Care => 30
我运行下面的查询
db.incidents.aggregate([
{$match:
{"care_levels": { $size: 1, $in: ["Memory Care", "Physical Rehab"] }},
},
{ "$group": {
"_id": {
"regions": "$regions",
"care_levels": "$care_levels",
},
"incidentCount": { "$sum": 1 }
}},
])
和我得到的结果作为
{ "_id" : { "regions" : [ "Region-East", "Region-HC" ], "care_levels" : [ "Memory Care" ] }, "incidentCount" : 2409 }
{ "_id" : { "regions" : [ "Region-East", "Region-HC" ], "care_levels" : [ "Physical Rehab" ] }, "incidentCount" : 2459 }
{ "_id" : { "regions" : [ "Region-East", "Region-SC" ], "care_levels" : [ "Memory Care" ] }, "incidentCount" : 2504 }
{ "_id" : { "regions" : [ "Region-West", "Region-HC" ], "care_levels" : [ "Memory Care" ] }, "incidentCount" : 2382 }
{ "_id" : { "regions" : [ "Region-West", "Region-HC" ], "care_levels" : [ "Physical Rehab" ] }, "incidentCount" : 2475 }
{ "_id" : { "regions" : [ "Region-East", "Region-SC" ], "care_levels" : [ "Physical Rehab" ] }, "incidentCount" : 2478 }
{ "_id" : { "regions" : [ "Region-South", "Region-HC" ], "care_levels" : [ "Physical Rehab" ] }, "incidentCount" : 2405 }
{ "_id" : { "regions" : [ "Region-West", "Region-SC" ], "care_levels" : [ "Memory Care" ] }, "incidentCount" : 2490 }
{ "_id" : { "regions" : [ "Region-West", "Region-SC" ], "care_levels" : [ "Physical Rehab" ] }, "incidentCount" : 2433 }
{ "_id" : { "regions" : [ "Region-South", "Region-HC" ], "care_levels" : [ "Memory Care" ] }, "incidentCount" : 2465 }
我要过滤掉,我不关心的地区。在这种情况下,我不希望区域SC和区域HC的分割以及区域西/东/南的计数应该是区域SC和区域HC分割的值的总和。
具体来说,在这种情况下,我想要的值
Region-East, Memory Care => (2409 + 2504)
Region-West, Memory Care => (2382 + 2490)
我如何通过进一步聚集实现这一目标?