作者:jzbde | 来源:互联网 | 2023-09-04 19:59
Iamdesigningalaboratoryinformationsystem(LIS)andamconfusedonhowtodesignthetablesfor
I am designing a laboratory information system (LIS) and am confused on how to design the tables for the different laboratory tests. How should I deal with a table that has an attribute with multiple values and each of the multiple values of that attribute can also have multiple values as well?
我正在设计一个实验室信息系统(LIS),对如何为不同的实验室测试设计表格感到困惑。我应该如何处理具有多个值的属性的表,该属性的每个值也可以具有多个值?
Here's some of the data in my LIS design...
以下是我的LIS设计中的一些数据……
HEMATOLOGY <-------- Lab group
**************************************************************
CBC <-------- Sub group 1
RBC <-------- Component
WBC
Hemoglobin
Hematocrit
MCV
MCH
MCHC
Platelet count
Hemoglobin
Hematocrit
WBC differential
Neutrophils
Lymphocytes
Monocytes
Eosinophils
Basophils
Platelet count
Reticulocyte count
ESR
Bleeding time
Clotting time
Pro-time
Peripheral smear
Malarial smear
ABO
RH typing
CLINICAL MICROSCOPY <-------- Lab Group
**************************************************************
Routine urinalysis <-------- Sub group 1
Visual Examination <-------- Sub group 2
Color <-------- Component
Turbidity
Specific Gravity
Chemical Examination
pH
protein
glucose
ketones
RBC
Hbg
bilirubin
specific gravitiy
nitrite for bacteria
urobilinogen
leukocyte esterase
Microscopic Examination
Red Blood Cells (RBCs)
White Blood Cells (WBCs)
Epithelial Cells
Microorganisms (bacteria, trichomonads, yeast)
Trichomonads
Casts
Crystals
Occult Blood
Pregnancy Test
...This hierarchy of data also gets repeated in other lab groupings in my design (e.g. Blood chemistry, Serology, etc)...
…在我的设计中,这种层次数据在其他实验室分组中也会重复出现(例如,血液化学、血清学等)……
Another question is, how am I gonna deal with a component (for example, RBC) which can be a member of one or more lab groups?
另一个问题是,我如何处理一个组件(例如,RBC),它可以是一个或多个实验室组的成员?
I already implemented a solution to my problem by making a separate tables, 1 for lab group, 1 for sub group 1, 1 for sub group 2 and 1 for component. And then created another table to consolidate all of them by placing a foreign key of each in this table...the only trade off is that some of the rows in this table may have null values. Im not satisfied with my design, so I'm hoping someone could give me advise on how to make it right; any help would be greatly appreciated.
我已经为我的问题实现了一个解决方案,分别做了一个单独的表,1个实验组,1个子组1,第2组和第1组。然后创建另一个表,通过在这个表中放置每个表的外键来合并它们……唯一的权衡是该表中的一些行可能具有null值。我对我的设计不满意,所以我希望有人能给我一些如何使它正确的建议;如有任何帮助,我们将不胜感激。
2 个解决方案
2
Here are a couple options:
这里有几个选择:
If it is just the hierarchy above you are modeling, and there is no other data involved, then you can do it in two tables:
如果只是上面的层次结构建模,并且没有其他数据涉及,那么您可以在两个表中完成:
One problem with this is that you do not enforce that, for example, a sub_group
must be a child of a lab_group
, or that a component
must be child of either a sub_group_1
or a sub_group_2
, but you could enforce these requirements in your application tier instead.
这样做的一个问题是,您不能强制执行,例如,sub_group必须是lab_group的子元素,或者组件必须是sub_group_1或sub_group_2的子元素,但是您可以在应用程序层中强制执行这些需求。
The plus side of this approach is that the schema is nice and simple. Even if the entities have more data associated with them, it might still be worth modeling the hierarchy like this and have some separate tables for the entities themselves.
这种方法的优点是模式很好也很简单。即使实体有更多与它们相关联的数据,也有必要像这样对层次结构进行建模,并为实体本身提供一些单独的表。
If you want to enforce the correct relationships at the data level, then you are going to have to split it out into separate tables. Maybe something like this:
如果您希望在数据级别上执行正确的关系,那么您将不得不将其拆分为单独的表。也许是这样的:
This assumes that each sub_group_1
is only related to a single lab_group
. If this is not the case then add a link table between lab_group
and sub_group_1
. Likewise for the sub_group_1
-> sub_group_2
relationship.
这假定每个sub_group_1只与一个lab_group相关。如果不是这样,那么在lab_group和sub_group_1之间添加一个链接表。对于sub_group_1 -> sub_group_2关系也是如此。
There is a single link table between component
and sub_group_1
and sub_group_2
. This allows a single component
to be related to several sub_group_1
and sub_group_2
entities. The fact it is a single table means that a lot of the sub_group_1_id
and sub_group_2_id
records will be null
(like you mentioned in your question). You could prevent the nulls be having two separate link tables:
组件和sub_group_1和sub_group_2之间有一个链接表。这允许单个组件与几个sub_group_1和sub_group_2实体相关联。它是一个单独的表,这意味着许多sub_group_1_id和sub_group_2_id记录将是空的(正如您在问题中提到的)。您可以防止nulls有两个独立的链路表:
sub_group_1_component
with a foreign key to sub_group_1
and a foreign key to component
- sub_group_1_component具有sub_group_1的外键和组件的外键
sub_group_2_component
with a foreign key to sub_group_2
and a foreign key to component
- sub_group_2_组件,带有一个外键到sub_group_2和一个外键到组件。
The reason I didn't put this in the diagram is that for me, having to query two tables rather than one to get all the component
-> sub_group
relationships is too much of a pain. For the sake of a little denormalisation (allowing a few nulls
) it is much easier to query a single table. If you find yourself allowing a lot of null
s (like a single link table for the relationships between all the entities here) then that is probably denormalising too much.
我没有在图中说明的原因是,对于我来说,必须查询两个表而不是一个表来得到所有的组件-> sub_group关系太麻烦了。为了实现一个小的去核化(允许一些空值),查询一个表要容易得多。如果您发现自己允许大量的空值(比如这里所有实体之间的关系的一个链接表),那么这可能会导致太多的去核化。