填充事实表(数据仓库)和查询

时间:2021-02-01 21:38:48

标签: psql data-warehouse querying fact-table

我不确定如何查询我的事实表(covid 和疫苗接种),我用虚拟数据填充了维度,我应该将事实表留空?据我所知,当我编写查询时,它们会被填充。

我不知道如何查询我尝试过的不同的表,但我得到了一个空的结果。 下面是架构的链接。 我想找出由每个“菌株”引起的去年的“TotalDeathsUK”(事实表 COVID)(我的菌株表共有 3 个菌株。

Snowflake Schema Link

1 个答案:

答案 0 :(得分:0)

您可以使用 MERGE 填充事实表 COVIDFact :

MERGE 
INTO         factcovid 
using        ( 
                    SELECT centerid, 
                           dateid, 
                           patientid, 
                           strainid 
                    FROM   yourstagingfacttable ) AS f 
ON factcovid.centerid = f.centerid AND factcovid.dateid=f.dateid... //the join columns
WHEN matched THEN 
do nothing WHEN NOT matched THEN 
INSERT VALUES 
       ( 
              f.centerid, 
              f.dateid, 
              f.patientid, 
              f.strainid 
       )

对于VaccinationsFact

MERGE 
INTO         vaccinations 
using        ( 
                    SELECT centerid, 
                           dateid, 
                           patientid, 
                           vaccineid 
                    FROM   yourstagingfacttable ) AS f 
ON factcovid.centerid = f.centerid //join condition(s) 
WHEN matched THEN 
do nothing WHEN NOT matched THEN 
INSERT VALUES 
       ( 
              f.centerid, 
              f.dateid, 
              f.patientid, 
              f.vaccineid 
       )

对于 TotalDeathUK 度量:

SELECT S.[Name] AS Strain, COUNT(CF.PatientID) AS [Count of Deaths] FROM CovidFact AS CF
    LEFT JOIN Strain AS S ON S.StrainID=CF.StrainID
    LEFT JOIN Time AS T ON CF.DateID=T.DateID
    LEFT JOIN TreatmentCenter AS TR ON TR.CenterID=CF.CenterID
    LEFT JOIN City AS C ON C.CityID = TR.CityID
    WHERE C.Country LIKE 'UK' AND T.Year=2020
    AND Result LIKE 'Death' // you should add a Result column to check if the Patient survived or died
    GROUP BY S.[Name]