Frequently Asked Questions on Partial Dependency

What is the difference between partial and transitive dependency?

A partial dependence is caused by one non-prime attribute whose functionality comes from the functions of only one part of the composite key of the prime attribute.In turn, a transitive dependency is derived from a non-prime attribute that is dependent on the expression of a function of another non-prime attribute.

How can partial dependency affect database design?

Data is prone to being partially dependent on each other; therefore, it can result in different circumstances of data duplication and anomalies that are a big challenge to database integrity and consistency. Normalization, as one of the ways to remove anomalies, is vitally important. The key to a properly designed database will be to remove partial dependencies through normalization.

Can you provide an example of partial dependency in real-world scenarios?

In the university databases, a table “Student_Course” is to be created with the attributes (Student_ID, Course_ID, Instructor_Name). Here, the course instructor has its functional dependency placed only with course_id and not student_id; this depicts partial dependency.

Is partial dependency always undesirable?

The dependency of a single component is most often undesirable as exposure to inconsistencies and data anomalies increases. But, on the other hand, there will be some circumstances where it is justifiable, but only when some specific conditions or limitations are involved.

How can we eliminate partial dependency?

The normalization process can deal with partial dependency either with the help of a decomposition or description of the Boyce-Codd Normal Form (BCNF). This can be done through summation and restructuring, which are based on functional dependency, in order to get the partial dependency resolved.



Partial Dependency in DBMS

Database Management Systems (DBMS) design and optimize their databases for working, expecting partial dependency. It is something like a functional or strong dependency that makes it possible to show a constrained relationship between two or more attributes in a table. In this essay, we will discuss partial reliances, how to overcome them, and how to eliminate them while creating database models.

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Key Terms

Database: Let’s imagine a compact library with books on various classics. A database is just like a file drawer with files electronically stored with structured data about a certain subject in a computer course, like students, courses, or inventory. It facilitates such filtering, sorting, and analysis processes....

What is Partial Dependency?

Partial dependency in a relational database occurs when a non-prime attribute (i.e., not part of any candidate key) is functionally dependent on only a part of the primary key, rather than the entire primary key....

Example

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How is Partial Dependency Identified?

In this case, we can state that the partial dependency can be observed if we run the test of functional dependencies between attributes of a table. Functional dependencies describe how one or several attributes depend on another attribute, which could be in the same table or in another table. The object is the attribute; the attribute is partially dependent based on only part of the primary key....

How to Minimize Partial Dependency?

Preventing this kind of shallow bias can be accomplished by integrating a non-linear function, a multi-layer perceptron, or regularization techniques....

Example to Minimize Partial Dependency

Original Table (CourseEnrollment):...

Conclusion

The partial dependent value is one of the many problems experienced in the design of a database, of which data inconsistency, data anomalies, and poor performance are common. Frequently, it takes place when the non-key column only partially depends on the primary key. Functions of dependency can be determined by examining the function dependencies between all attributes of a table, and they can be reduced by normalizing the tables to delete excess content and preserve data consistency. Normalization is indeed a key idea that affects database management systems’s structure optimization as well as providing the database with better performance....

Frequently Asked Questions on Partial Dependency – FAQs

What is the difference between partial and transitive dependency?...