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Difference between Relational Algebra and Relational Calculus

Last Updated : 12 Sep, 2024
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Relational Algebra and Relational Calculus are two preliminarily important topics in the study of DBMS. Both are standardized query languages used for querying databases but the two have different approaches and operations. Relational Algebra is imperative as it deals mainly with how the data is to be obtained whereas Relational Calculus is imperative-free as it is concerned with which data is to be obtained but not how. Knowledge of the differences between these two is critical to database professional as it impacts the way they design databases and optimize their queries.

What is Relational Algebra?

Relational Algebra is a procedural language. In Relational Algebra, The order is specified in which the operations have to be performed. In Relational Algebra, frameworks are created to implement the queries. The basic operations included in relational algebra are: 

1. Select (σ)
2. Project (Π)
3. Union (U)
4. Set Difference (-)
5. Cartesian product (X)
6. Rename (ρ)

Advantages of Relational Algebra

  • Simplicity and Precision: On the same note, Relational Algebra offers a simple and efficient methodology for how questions can be framed especially for a layman who has a crystal-clear understanding of the entire method.
  • Optimization Potential: It makes optimization possible due to the procedural aspect, and shows how one can find the best way to execute the statement.
  • Foundational for SQL: Most of the SQL commands can be traced to the Relational Algebra operations as will be seen from the following sections.

Disadvantages of Relational Algebra

  • Complex for Complex Queries: Relational algebra is more or less effective when the query is highly complex because with increasing complexity, Relational Algebra analysis in full becomes a cumbersome exercise.
  • Less Abstract: It is also procedural and thus it forces users to detail out the procedure of data access, which may not be easily understood by end users who are not very conversant with databases.

What is Relational Calculus?

Relational Calculus is the formal query language. It is also known as Declarative language. In Relational Calculus, the order is not specified in which the operation has to be performed. Relational Calculus means what result we have to obtain. 
Relational Calculus has two variations: 

  1. Tuple Relational Calculus (TRC)
  2. Domain Relational Calculus (DRC)

Relational Calculus is denoted as:  

{ t | P(t) }

Where,
t: the set of tuples
p: is the condition which is true for the given set of tuples.

Advantages of Relational Calculus

  • Higher Abstraction: Relational Calculus enables a user to tell what information is needed but not how it needs to be retrieved which makes it easier to express yourself.
  • User-Friendly for Non-Experts: This form is easier for the users who may not know the steps that have to be taken when formulating queries.

Disadvantages of Relational Calculus

  • Less Optimizable: It can be said that this is a disadvantage of the ALG, as being non-procedural, it does not produce definite recommendations to be followed in optimization of a query, which is likely to result in inferior query processing.
  • Potentially Ambiguous: The abstract nature can at time make it difficult to get the sense of interpretation on the query side and therefore predict results.

Difference Between Relational Algebra and Relational Calculus

Basis of ComparisonRelational AlgebraRelational Calculus
Language TypeIt is a Procedural language.Relational Calculus is a Declarative (non-procedural) language.
ProcedureRelational Algebra means how to obtain the result.Relational Calculus means what result we have to obtain.
OrderIn Relational Algebra, the order is specified in which the operations have to be performed.In Relational Calculus, the order is not specified.
DomainRelational Algebra is independent of the domain.Relation Calculus can be domain-dependent because of domain relational calculus.
Programming language Relational Algebra is nearer to a programming language.Relational Calculus is not nearer to programming language but to natural language.
Inclusion in SQLThe SQL includes only some features from the relational algebra.SQL is based to a greater extent on the tuple relational calculus.
Relationally completenessRelational Algebra is one of the languages in which queries can be expressed but the queries should also be expressed in relational calculus to be relationally complete.For a database language to be relationally complete, the query written in it must be expressible in relational calculus.
Query EvaluationThe evaluation of the query relies on the order specification in which the operations must be performed.The order of operations does not matter in relational calculus for the evaluation of queries.
Database accessFor accessing the database, relational algebra provides a solution in terms of what is required and how to get that information by following a step-by-step description.For accessing the database, relational calculus provides a solution in terms as simple as what is required and lets the system find the solution for that.
Expressiveness The expressiveness of any given language is judged using relational algebra operations as a standard.The completeness of a language is measured in the manner that it is least as powerful as calculus. That implies relation defined using some expression of the calculus is also definable by some other expression, the language is in question.

Conclusion

Relational Algebra and Relational Calculus are two important query languages in Database management and have their perquisites and demerits. What is more, Relational Algebra presents the procedural approach to query processing that can be effectively optimized, whereas Relational Calculus presents the approach more abstracted and the latter makes it easier to form the queries. The use of the acronyms though interchanges depends on the requirements of the database system as well as the capacity of the users.


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