Advanced Databases COMP3017 Dr Nicholas Gibbins - 2012-2013.

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Presentation transcript:

Advanced Databases COMP3017 Dr Nicholas Gibbins

Module Aims and Objectives Gain a better understanding of the nature of data Understand the issues to be addressed in writing database software Understand the variety of approaches taken so far Be able to select an appropriate database for an application Be aware of the latest developments in the use and application of databases

Dr Nicholas Gibbins Dr Sina Samangooei Lecturers

Course Structure One double lecture per week –Thursday in 35/1001

Prerequisites COMP2004 or equivalent –The role of database systems in information management –The concept of data modelling –Entity-Relationship modelling –The Relational model and other models –SQL –Database management issues

COMP3017 vs COMP2004 In COMP2004, you learned how to build databases In COMP3017, you will learn how to build database management systems

Teaching Schedule Week 18Introduction DBMS Architecture Week 19Data Storage Week 20Indexes and Data Access Structures Week 21The Relational Model and Query Processing Week 22Query Optimisation Week 23Concurrency Week 24Parallel Databases

Teaching Schedule EASTER VACATION Week 29Distributed Databases Week 30Data Warehousing Stream Processing Week 31NoSQL Week 32Information Retrieval Week 33Review

Assessment 100% examination (120 minutes, 3 questions from 5)

Books Core Text –Garcia-Molina H., Ullman J.D. and Widom J., Database Systems: The Complete Book, 2nd ed., Pearson, –Parts IV and V are the basis of this module Background Texts –Elmasri R. and Navathe S.B., Fundamentals of Database Systems, 6th ed., Addison-Wesley, –Connolly T. and Begg C., Database Systems, 5th ed., Addison-Wesley, –Date C.J., An Introduction to Database Systems, 8 th ed., Pearson, 2004.

Database Management Systems

What is a Database? Represents some aspect of the real world A logically coherent collection of data with some inherent meaning Designed, built and populated with data for a specific purpose Has an intended group of users and some preconceived applications in which these users are interested

Database System DBMS Database System vs. DBMS MetadataStored Data Software to access stored data Software to process queries Application programs

Database Management System A DBMS is a set of general purpose software, that allows the user to:- –Define the database –Specifying the data types, structures and constraints for the data to be stored –Construct the database –Store the data on some storage medium that is controlled by the DBMS –Manipulate the database –Querying to retrieve specific data, updating to reflect changes in the model of the real world, and generating reports from the data

What should the DBMS do? Store data (!) Control or eliminate redundancy Provide program-data independence Permit multiple views of the data Support sharing by multiple users Support sharing and integration of data between multiple applications Control concurrent access to data

What should the DBMS do? Offer various interfaces for data retrieval and manipulation Be self-describing / contain its own catalogue for metadata Support data abstraction Allow complex relationships between objects to be represented Enforce integrity constraints on the data Restrict unauthorised access Facilitate backup and recovery

DBMS Architecture

DDL vs DML DDL – Data Definition Language –Creating tables, indices –Manipulating database schema DML – Data Manipulation Language –Queries –Updating table contents

Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue DBMS Components

DBMS Interfaces Privileged Commands DDL Statements database administrators Application Programs application programmers Interactive Query casual users

Users Query Execution Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue DBMS Components

Contains metadata about stored data and schemas: -names and sizes of files -storage details of files -names and data types of data items -mappings between schemas -constraints -statistical information System Catalogue Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Processes schema definitions Stores schema descriptions in the system catalogue DDL Compiler Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Parses and validates queries Compiles queries to internal form (query plan) Passes compiled queries to query optimiser Query Compiler Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Rearranges and reorders operations within query plan Eliminates redundancies Identifies appropriate algorithms and indexes used to implement operations Consults system catalogue for statistical and other information Generates executable code Query Optimiser Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Extracts DML commands from application programs and sends them to the DML compiler Precompiler Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Compiles DML into executable code that can be sent to the runtime processor DML Compiler Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Executes privileged commands Executes query plans from the query optimiser Accesses database through stored data manager Runtime Database Processor Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Controls access to information on disc, using basic operating system services Stored Data Manager Stored Database Application Programs Interactive Query Privileged Commands DDL Statements Stored Data Manager Runtime DB Processor Precompiler Query Optimiser Query Compiler DML Compiler DDL Compiler System Catalogue

Other Component Modules Loading utility is used to load files into DB Backup utility dumps DB to secondary storage (tape, typically) Recovery utility deals with failure using backup information File reorganisation utility improves performance Performance monitoring provides statistics for DBA to decide whether to reorganise