Have you ever wondered how your favorite social media site stores and retrieves all the comments, likes, and shared posts? Or how your banking application keeps track of all your transactions and balances? Well, the answer lies in the use of Relational Database Management Systems (RDBMS). The magic behind this technology is largely due to its architecture and fundamental concepts.
Relational Database Management System is a program that allows you to create, update, and administer a relational database. Most commercial RDBMS use Structured Query Language (SQL) to access the database, although SQL was invented after the initial development of the relational model.
The data in an RDBMS is stored in database objects which are known as tables. A table is a collection of related data entries and it consists of columns and rows. But we're getting ahead of ourselves, let's take a step back and begin with the basic concepts upon which an RDBMS is built.
In relational database design, an entity is anything about which information is captured. An attribute is a piece of information or a characteristic of an entity. For instance, if we consider a 'Customer' as an entity, then 'Customer Name', 'Customer ID', 'Customer Address' could be considered as attributes of the 'Customer'.
Each entity becomes a table in the database. The attributes become columns in the table. Each row in the table then becomes an instance or an occurrence of that entity with the actual data. For example, each row in the 'Customers' table represents a different customer, with the actual name, ID, and address filled in.
CREATE TABLE Customers (
CustomerID int,
CustomerName varchar(255),
CustomerAddress varchar(255)
);
Keys are an essential part of the relational model. They are used to establish and identify relationships between tables. The main types of keys are the primary key, foreign key, and candidate key. The primary key uniquely identifies a row within a table. The foreign key is used to prevent actions that would destroy relationships between tables. A candidate key is a column, or set of columns, in a table that can identify a unique record in a table.
The architecture of a database system is greatly influenced by the underlying computer system on which it runs. Fundamentally, the architecture of an RDBMS encompasses the 'Database Manager' and the 'Query Processor'.
The database manager is responsible for interacting with the user queries, and compiling and executing the SQL commands. It effectively manages the database's storage to ensure that the database is safe and secure.
The query processor interprets the SQL queries and instructions, transforms them into a series of low-level instructions, and then processes these instructions to fetch the required data.
Like any technology, an RDBMS has its pros and cons. On the positive side, an RDBMS allows for data integrity and security, establishes relationships between tables using keys, and is scalable. On the downside, it can be complex and time-consuming to design and implement, has a steep learning curve, and can be expensive in terms of hardware and software costs.
In conclusion, understanding the fundamental concepts and architecture of a relational database management system empowers you to harness the power of structured data storage and manipulation, a crucial tool in every data scientist's toolkit.