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OLEDB

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Usage examples - OLE-DB for Data-Mining. OLE DB compared to ODBC. COM brief description ... Example - Access Diverse Data Sources ... – PowerPoint PPT presentation

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Title: OLEDB


1
OLE-DB
  • Nir Feldman
  • Oded Zilinsky

2
Overview
  • Motivation
  • What is OLE-DB
  • How does it work
  • Usage example OLE-DB for Data-Mining
  • OLE DB compared to ODBC

3
Motivation
  • Personal computing - Desktop data integration
  • Use different type of data sources within an
    application
  • Commercial sector - Uniform access to
    heterogeneous data
  • Lower the cost of maintaining gateways
  • Lowers the cost of building data warehouses
  • Efficient access to COM objects
  • Every significant Windows product generates and
    consumes COM objects
  • Allow future extensions

4
Data Integration
  • Traditional databases
  • ISAM, relational, hierarchical, network
  • File system, file formats
  • Personal databases
  • Spreadsheet, documents, desktop DBMS
  • E-mail, project management
  • Stock data feeds, WWW data sources
  • Computed Data
  • Data derived in multi-tier environments
  • Business rule enforcement in workflows

5
Overview
  • Motivation
  • What is OLE-DB
  • How does it work
  • Usage examples - OLE-DB for Data-Mining
  • OLE DB compared to ODBC.

6
COM brief description
  • COM - Component Object Model
  • The object model for all Windows software
  • Today - the industry-standard
  • Becoming available on non-Windows platforms
  • UNIX

7
OLE Brief overview
  • Object Linking and Embedding
  • Used to integrate programs (mainly MS)
  • Can use one application from within another,
    without leaving the originals interface
  • e.g. using a excel spreadsheet within a word
    document

8
What is OLE DB?
  • The way to access data in a COM environment
  • Access all corporate data regardless of storage
    format or location
  • Components consume, expose and share data through
    interface, and events
  • Simplified programming model for corporate
    developers (ADO)

9
What is OLE DB?
  • Flexibility leads to
  • better performance
  • better error handling
  • interface for non-relational data sources
  • An open technology - available free

10
Interoperable Components
CONSUMERS
PROVIDERS
Docs, Files
Text Query Engine
Spread Sheet
Relational Query Engine
COM / DCOM
DBMS
SQL
Desktop Application
Stock Prices
Cursor Engine
Geo-Data
Development Tool
Mail
11
Example - Access Diverse Data Sources
  • Find e-mail messages received from Seattle
    customers, including their addresses, within the
    last two days to which a reply has not been sent.
  • SELECT m1., c.Address
  • FROM MakeTable( Mail, c\mail\smith.mmf) m1
  • MakeTable( Access,
    c\access\dbs\Enterprise.mdb, Customer) c
  • WHERE m1.Date gt Date( today(),-2 )
  • AND m1.From c.EmailAddr
  • AND c.City Seattle
  • AND NOT EXISTS
  • (SELECT FROM MakeTable( Mail,
    c\mail\smith.mmf ) m2
  • WHERE m1.MsgId m2.InReplyTo )

12
Overview
  • Motivation
  • What is OLE-DB
  • How does it work
  • Usage example - OLE-DB for Data-Mining
  • OLE DB compared to ODBC.

13
Approach
  • Define standard interfaces for DBMSs
  • Define common abstractions to access data
  • Rowsets
  • Make all data sources database-enabled
  • Make it really easy for data sources to expose
    and share their data

14
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15
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16
Object Instantiation
Data Source
IDBCreateSession
ITransaction
CreateSession ()
DBSession
IDBCreateCommand
CreateCommand()
Command
ICommand
Execute()
Rowset
IRowset
17
Command Interfaces
  • Encapsulate query processing functions
  • Formulate commands
  • Text (SQL)
  • Stored Procedures

RowSet Interfaces
  • Universal abstraction for tabular data
  • Base data, query results, computed data, schema
    information

18
Notification
Synchronizing consumers of a shared rowset
IRowsetNotify
IRowset
IConnectionPoint
IRowsetNotify
ROWSET CACHE
IRowsetNotify
19
Watches
  • Data source notifications
  • Alert clients that relevant data in the data
    sources have changed
  • Upon notification, clients refresh their data
  • Various refreshing mechanisms available

20
Transaction Interfaces
  • Keeping resources on commit or abort
  • row handles, bookmarks, pending changes
  • Nested transactions

21
Remote Data Access
  • Efficient, transparent data access across thread,
    process, and machine boundaries (network)
  • based on DCOM

22
Security
  • Interfaces support Authentication, Authorization
    and Administration
  • Philosophy
  • Expose relevant security functionality that is in
    the security models of the providers or operating
    systems

23
Overview
  • Motivation
  • What is OLE-DB
  • How does it work
  • Usages examples - OLE-DB for Data-Mining
  • OLE DB compared to ODBC.

24
What is Data Mining?
  • A process of data exploration and analysis using
    automatic or semi-automatic means
  • Exploring data scanning samples of known
    facts about cases.
  • knowledge Clusters, Rules, Decision trees,
    Equations, Association rules
  • Once the knowledge is extracted it
  • Can be browsed
  • Can be used to predict values of other cases

25
Why OLE DB for DM?
  • Make DM a mass market technology by
  • Use existing technologies and knowledge
  • SQL and OLE DB
  • Changing DM market perception from private to
    open
  • Increasing the number of players
  • one tool works with multiple providers
  • Dramatically increase the number of DM developers

26
Integration With RDBMS
  • Customers would like to
  • Feel that DM is a native part of their database.
  • Perform predictions as relational queries
    (tables in, tables out)
  • Therefore
  • Data mining models are relational objects
  • All operations on the models are relational
  • The language used is SQL (w/Extensions)
  • The effect every DBA and VB developer can become
    a DM developer

27
Overview
  • Motivation
  • What is OLE-DB
  • How does it work
  • Usages examples - OLE-DB for Data-Mining
  • OLE DB compared to ODBC

28
OLE-DB Vs. ODBC
  • Provides access to non-relational data sources
  • provides an object model that lends itself to OO
    programming based upon COM
  • New technologies uses OLE-DB and not ODBC
  • SQL Server 2000
  • .Net framework
  • ODBC will not likely be updated
  • Backwards compatibility - if ODBC driver but no
    OLE DB provider, can still interface
  • ODBC relied upon conforming with different
    standard levels. There were so many that each
    application had to practically configure itself
    to each RDBMS

29
A bonusPractical example!
30
.NET Usage example
  • public DataSet execute_select_query(string
    sql_query)
  • //Prepare command for execution.
  • OleDbCommand command new OleDbCommand() comm
    and.CommandText sql_query
  • command.Connection this.connection
  • OleDbDataAdapter adaptor new
    OleDbDataAdapter(command)
  • DataSet return_data_set new DataSet()
  • //Fill the DataSet using the adaptor object.
  • adaptor.Fill(return_data_set)
  • return return_data_set

31
THE
  • END
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