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a Trajectory Data Warehouse using Master Project Introduction Simone Campora Advisors Laura Spinsanti Jose Antonio Fernandes de Macedo Stefano Spaccapietra
Choosing OLAP Platform ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What is Mondrian?
Who is Mondrian ? ,[object Object],[object Object],[object Object]
[object Object],[object Object],<soap:Envelope>  <soap:Body>  <Execute xmlns=&quot;urn:schemas-microsoft-com:xml-analysis&quot;>  <Command>  <Statement> SELECT Measures.MEMBERS ON COLUMNS FROM Sales  </Statement>  </Command>  <Properties>  <PropertyList> <DataSourceInfo/>  <Catalog>FoodMart</Catalog>  <Format>Multidimensional</Format>  <AxisFormat>TupleFormat</AxisFormat>  </PropertyList>  </Properties>  </Execute> </soap:Body>  </soap:Envelope>
More on MDX ,[object Object],[object Object],[object Object],[object Object],SELECT { [Measures].[Store Sales] }  ON COLUMNS,  { [Date].[2002], [Date].[2003] } ON ROWS  FROM Sales  WHERE ( [Store].[USA].[CA]
XML Cube Definition ,[object Object],< Cube  name=&quot;Sales&quot;>   < Table  name=&quot;sales&quot;>     < AggName  name=&quot;agg_1&quot;>       < AggFactCount  column=&quot;row count&quot;/>       < AggMeasure  name=&quot;[Measures].[Unit Sales]&quot; column=&quot;sum units&quot;/>       < AggMeasure  name=&quot;[Measures].[Min Units]&quot; column=&quot;min units&quot;/>       < AggMeasure  name=&quot;[Measures].[Max Units]&quot; column=&quot;max units&quot;/>       < AggMeasure  name=&quot;[Measures].[Dollar Sales]&quot; column=&quot;sum dollars&quot;/>       < AggLevel  name=&quot;[Time].[Year]&quot; column=&quot;year&quot;/>       < AggLevel  name=&quot;[Time].[Quarter]&quot; column=&quot;quarter&quot;/>       < AggLevel  name=&quot;[Product].[Mfrid]&quot; column=&quot;mfrid&quot;/>       < AggLevel  name=&quot;[Product].[Brand]&quot; column=&quot;brand&quot;/>       < AggLevel  name=&quot;[Product].[Prodid]&quot; column=&quot;prodid&quot;/>     </ AggName >   </ Table >     <!-- Rest of the cube definition --> </ Cube >
It is the OLAP version of JDBC ,[object Object],[object Object],import mondrian.olap.*; import java.io.PrintWriter; Connection connection = DriverManager.getConnection(     &quot;Provider=mondrian;&quot; +     &quot;Jdbc=jdbc:odbc:MondrianFoodMart;&quot; +     &quot;Catalog=/WEB-INF/FoodMart.xml;&quot;,     null,     false); Query query = connection.parseQuery(     &quot;SELECT {[Measures].[Unit Sales], [Measures].[Store Sales]} on columns,&quot; +     &quot; {[Product].children} on rows &quot; +     &quot;FROM [Sales] &quot; +     &quot;WHERE ([Time].[1997].[Q1], [Store].[CA].[San Francisco])&quot;); Result result = connection.execute(query); result.print(new PrintWriter(System.out));
Mondrian is used for… ,[object Object],[object Object],[object Object],[object Object]
Key Features ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mondrian’s Architecture
Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Mondrian cube  RDBMS Apache Derby, Firebird, hsqldb, IBM DB2, Infobright, Informix, Ingres, Interbase, LucidDB, Microsoft Access, Microsoft SQL Server, MySQL, Netezza, Oracle, PostgreSQL, Sybase, Teradata
Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Cube  Schema XML Cube  Schema XML Cube  Schema XML J2EE Application Server Mondrian Web Server JDBC RDBMS cube  cube  cube  File or RDBMS Repository RDBMS JDBC JDBC JPivot servlet Viewers JPivot servlet XML/A servlet Microsoft Excel (via Spreadsheet Services)
Strenghts ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
RDBMS Design ,[object Object],[object Object],[object Object],[object Object]
Aggregation Tables ,[object Object],[object Object]
Tools and Caching ,[object Object],[object Object],[object Object]
Geo Mondrian
Geo Mondrian ,[object Object],[object Object],[object Object]
Geo Mondrian… ,[object Object],[object Object],[object Object]
Example Query ,[object Object],SELECT { [Measures].[Population]} on columns,  Filter( {[Unite geographique].[Region economique].members},  ST_Distance([Unitegeographique].CurrentMember.Properties(&quot;geom&quot;),[Unite geographique].[Province].[Ontario].Properties(&quot;geom&quot;)) < 2.0 ) on rows  FROM [Recensements]  WHERE [Temps].[Rencensement 2001 (2001-2003)].[2001]
Features ,[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object]
Thanks for the Attention ,[object Object]

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