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Database tables/indexes are typically stored in memory or on hard disk in one of many forms, ordered/unordered Flat files, ISAM, Heaps, Hash buckets or B+ Trees. These have various advantages and disadvantages discussed in this topic. The most commonly used are B+trees and ISAM. A simple diagram depicting conversion of a CSV-format flat file database table into a relational database table. ...
ISAM stands for Indexed Sequential Access Method, a method for storing data for fast retrieval. ...
Example of a complete binary max heap In computer science, a heap is a specialized tree-based data structure that satisfies the heap property: if B is a child node of A, then key(A) ⥠key(B). ...
In computer science, a hash table is a data structure that speeds up searching for information by a particular aspect of that information, called a key. ...
A simple B+ tree example linking the keys 1-7 to data values d1-d7. ...
Methods
Flat Files -
A flat file database describes any of various means to encode a data model (most commonly a table) as a plain text file. A simple diagram depicting conversion of a CSV-format flat file database table into a relational database table. ...
A data model is a model that describes how data are represented and used in an abstract way. ...
In relational databases, SQL databases, and flat file databases, a table is a set of data elements (values) that is organized using a model of horizontal rows and vertical columns. ...
Computer files can be divided into two broad categories: binary and text. ...
Unordered Unordered storage typically stores the records in the order they are inserted, this may have good insertion efficiency but is very inefficient for retrieval.
Ordered Ordered or Linked list storage typically stores the records in order and may have to rearrange or increase the file size in the case a record is inserted, this is very inefficient. However is better for retrieval as the records are pre-sorted (Complexity O(n)). In computer science, a linked list is one of the fundamental data structures used in computer programming. ...
Structured Files Heaps - simplest and most basic method
- insert efficient, records added at end of file – ‘chronological’ order
- retrieval inefficient as searching has to be linear
- deletion – deleted records marked
requires periodic reorganization if file is very volatile - advantages
- good for bulk loading data
- good for relatively small relations as indexing overheads are avoided
- good when retrievals involve large proportion of records
- disadvantages
- not efficient for selective retrieval using key values, especially if large
- sorting may be time-consuming
- not suitable for ‘volatile’ tables
Hash Buckets - Hash functions calculate the address of the page in which the record is to be stored based on one or more fields in the record
- Hashing functions chosen to ensure that addresses are spread evenly across the address space
- ‘occupancy’ is generally 40% – 60% of total file size
- unique address not guaranteed so collision detection and collision resolution mechanisms are required
- open addressing
- chained/unchained overflow
- pros and cons
- efficient for exact matches on key field
- not suitable for:
- range retrieval; requires sequential storage
Calculate where the record is stored based on fields in the record. The hash functions ensure even spread of data. Collisions are possible so detection and restoration is required.
B+ Trees These are the most used in practice. - the time taken to access any tuple is the same because same number of nodes searched
- index is a full index so data file does not have to be ordered
- Pros and cons
- versatile data structure – sequential as well as random access
- access is fast
- supports exact, range, part key and pattern matches efficiently
- ‘volatile’ files are handled efficiently because index is dynamic – expands and contracts as table grows and shrinks
- less well suited to relatively stable files – in this case, ISAM is more efficient
ISAM See Also | Topics in database management systems (DBMS) ( view • talk • edit ) | | Concepts Database • Database models • Database storage • Relational model • Distributed DBMS • ACID • Null Relational database • Relational algebra • Relational calculus • Database normalization • Referential integrity • Relational DBMS Primary key, Foreign key, Surrogate key, Superkey, Candidate key ISAM stands for Indexed Sequential Access Method, a method for storing data for fast retrieval. ...
A simple diagram depicting conversion of a CSV-format flat file database table into a relational database table. ...
In computer science, a hash table is a data structure that speeds up searching for information by a particular aspect of that information, called a key. ...
Example of a complete binary max heap In computer science, a heap is a specialized tree-based data structure that satisfies the heap property: if B is a child node of A, then key(A) ⥠key(B). ...
A database management system (DBMS) is computer software designed for the purpose of managing databases. ...
In computing , a database can be defined as a structured collection of records or data that is stored in a computer so that a program can consult it to answer queries. ...
A data model is not just a way of structuring data: it also defines a set of operations that can be performed on the data. ...
The relational model for database management is a database model based on predicate logic and set theory. ...
According to Elmasri and Navathe (2004, p. ...
Acidity redirects here. ...
Columns in Relational database management systems (RDBMS) can optionally store NULL values. ...
A relational database is a database that conforms to the relational model, and refers to a databases data and schema (the databases structure of how that data is arranged). ...
Relational algebra, an offshoot of first-order logic, is a set of relations closed under operators. ...
The relational calculus refers to the two calculi, the tuple calculus and the domain calculus, that are part of the relational model for databases and that provide a declarative way to specify database queries. ...
Database normalization is a table design technique and industry best practice. ...
An example of a database that has not enforced referential integrity. ...
A relational database management system (RDBMS) is a database management system (DBMS) that is based on the relational model as introduced by Edgar F. Codd. ...
In database design, a primary key is a value that can be used to identify a unique row in a table. ...
In the context of a relational database, a foreign key (FK) is a field or group of fields in a database record that points to a key field or group of fields forming a key of another database record in some (usually different) table. ...
A surrogate key is a unique primary key generated by the relational database management system that is not derived from any data in the database and whose only significance is to act as the primary key. ...
A superkey is defined in the relational model as a set of attributes of a relation variable (relvar) for which it holds that in all relations assigned to that variable there are no two distinct tuples (rows) that have the same values for the attributes in this set. ...
In the relational model a candidate key of a relation variable (relvar) is a set of attributes of that relvar such that (1) at all times it holds in the relation assigned to that variable that there are no two distinct tuples with the same values for these attributes and...
| | Objects Trigger • View • Table • Cursor • Log • Transaction • Index Stored procedure • Partition A database trigger is procedural code that is automatically executed in response to certain events on a particular table in a database. ...
In database theory, a view is a virtual or logical table composed of the result set of a query. ...
In relational databases, SQL databases, and flat file databases, a table is a set of data elements (values) that is organized using a model of horizontal rows and vertical columns. ...
In database packages, the term cursor refers to a control structure for the successive traversal (and potential processing) of records in a result set as returned by a query. ...
In in the field of databases in computer science, a transaction log (also database log or binary log) is a history of actions executed by a database management system to guarantee ACID properties over crashes or hardware failures. ...
A database transaction is a unit of interaction with a database management system or similar system that is treated in a coherent and reliable way independent of other transactions that must be either entirely completed or aborted. ...
It has been suggested that Bitmap index be merged into this article or section. ...
A stored procedure is a subroutine available to applications accessing a relational database system. ...
A partition is a division of a logical database or its constituting elements into distinct independent parts. ...
| Topics in SQL Select • Insert • Update • Merge • Delete • Join • Union • Create • Drop Begin work • Commit • Rollback • Truncate • Alter The related Category:SQL statements has been nominated for deletion, merging, or renaming. ...
A SELECT statement in SQL returns a result set of records from one or more tables. ...
An SQL INSERT statement adds one or more records to a table in a relational database. ...
An UPDATE statement in SQL changes data in one or more records in a relational database management system. ...
Wikipedia does not have an article with this exact name. ...
A DELETE statement in SQL removes records in a relational database management system. ...
A join combines records from two tables in a relational database and results in a new (temporary) table, also called joined table. ...
In SQL the UNION operator combines the results of two SQL queries into a single table of all matching rows. ...
A CREATE statement in SQL creates an object inside of a relational database management system (RDBMS). ...
A DROP statement in SQL removes an object from a relational database management system (RDBMS). ...
A BEGIN WORK statement in SQL starts a transaction within a relational database management system (RDBMS). ...
A COMMIT statement in SQL ends a transaction within a relational database management system (RDBMS) and makes all changes visible to other users. ...
In database technologies, a rollback is an operation which returns the database to some previous state. ...
The Truncate statement removes all the data from a table. ...
An ALTER statement in SQL changes the properties of an object inside of a relational database management system (RDBMS). ...
| | Implementations of database management systems | | Types of implementations Relational • Flat file • Deductive • Dimensional • Hierarchical • Object oriented • Object relational • Temporal • XML data stores A relational database is a database that conforms to the relational model, and refers to a databases data and schema (the databases structure of how that data is arranged). ...
A simple diagram depicting conversion of a CSV-format flat file database table into a relational database table. ...
A deductive database system is a database system which can make deductions (ie: infer additional rules or facts) based on rules and facts stored in the (deductive) database. ...
A dimensional database is one which, rather than storing data in multiple two dimensional tables (as a relational databases does), represents key data entities as different dimensions. ...
In a hierarchical data model, data are organized into a tree-like structure. ...
In an object oriented database, information is represented in the form of objects like in object oriented programming. ...
An object-relational database (ORD) or object-relational database management system (ORDBMS) is a relational database management system that allows developers to integrate the database with their own custom data types and methods. ...
A temporal database is a database management system with built-in time aspects, e. ...
In Software engineering, an XML database is a data persistence software system that allows data to be imported, accessed and exported in the XML format. ...
| | Database products Object-oriented (comparison) • Relational (comparison) The following is a list of object-oriented database management systems. ...
This article or section is not written in the formal tone expected of an encyclopedia article. ...
It has been suggested that List of truly relational database management systems be merged into this article or section. ...
The following tables compare general and technical information for a number of relational database management systems. ...
| Components Query language • Query optimizer • Query plan • ODBC • JDBC Query languages are computer languages used to make queries into databases and information systems. ...
The query optimizer is a component of database management system that is used to analyzes queries submitted to database server for execution, and then determines the optimal way to execute the query. ...
A query plan (or query execution plan) is an set of steps used to access information in a SQL relational database management system. ...
In computing, Open Database Connectivity (ODBC) provides a standard software API method for using database management systems (DBMS). ...
Java Database Connectivity, or JDBC, is an API for the Java programming language that defines how a client may access a database. ...
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