XML for Analysis Specification

 

Version 1.0

Microsoft Corporation
Hyperion Solutions Corporation

Summary: Specifies a SOAP-based XML communication API that supports the exchange of analytical data between clients and servers on any platform and with any language. (82 printed pages)

Contents

Executive Summary
Audience
Design Goals
Design Summary
Part I – XML for Analysis
Introduction to XML for Analysis
Methods
Data Types Used in XML for Analysis
XML for Analysis Rowsets
XML for Analysis Properties
Error Handling in XML for Analysis
Support for Statefulness in XML for Analysis
XML for Analysis with Data Mining
Part II - Appendices
Appendix A: Implementation Notes
Appendix B: Quick SOAP Glossary
Appendix C: XML for Analysis to OLE DB Mapping
Appendix D: MDDataSet Example
Appendix E: Links to Referenced Technologies and Standards

Executive Summary

XML for Analysis is a Simple Object Access Protocol (SOAP)-based XML API, designed specifically for standardizing the data access interaction between a client application and a data provider working over the Web.

Currently, under traditional data access techniques such as OLE DB and ODBC, a client component that is tightly coupled to the data provider server must be installed on the client machine in order for an application to be able to access data from a data provider. Tightly coupled client components can create dependencies on a specific hardware platform, a specific operating system, a specific interface model, a specific programming language, and a specific match between versions of client and server components.

The requirement to install client components and the dependencies associated with tightly coupled architectures are unsuitable for the loosely coupled, stateless, cross-platform, and language independent environment of the Internet. To provide reliable data access to Web applications, the Internet, mobile devices, and cross-platform desktops need a standard methodology that does not require component downloads to the client.

Extensible Markup Language (XML) is generic and can be universally accessed. What if, instead of invoking a proprietary interface of a client component, you could call methods and transfer data through XML HTTP messages without any client component? What if the application developer could build client components without concern for tight coupling to a server component or application? What if an application, developed with any programming language and running on any platform, could access data from any place on the Web without having to plan for specific platform support or even a specific provider version? This specification answers these questions with XML for Analysis.

XML for Analysis advances the concepts of OLE DB by providing standardized universal data access to any standard data source residing over the Web without the need to deploy a client component that exposes COM interfaces. XML for Analysis is optimized for the Web by minimizing roundtrips to the server and targeting stateless client requests to maximize the scalability and robustness of a data source.

This specification defines two methods, Discover and Execute, which consume and send XML for stateless data discovery and manipulation.

The specification is built upon the open Internet standards of HTTP, XML, and SOAP, and is not bound to any specific language or technology. The specification references OLE DB so that application developers already familiar with OLE DB can see how XML for Analysis can be mapped and implemented. These references also provide background information on the OLE DB definitions that the specification extends.

Audience

This specification targets application developers and assumes the following:

  • Knowledge of XML
  • Knowledge of SOAP
  • Understanding of online analytical processing (OLAP) and data mining
  • Working knowledge of OLE DB and OLE DB for OLAP

For more information about these areas, see Appendix E.

Design Goals

The primary goals of this specification include the following:

  • Provide a standard data access API to remote data access providers that can be used universally on the Internet or intranet for multidimensional data
  • Optimize a stateless architecture, requiring no client components for the Web, with minimal roundtrips
  • Support technologically independent implementations using any tool, programming language, technology, hardware platform, or device
  • Build on open Internet standards, such as SOAP, XML, and HTTP
  • Leverage and reuse successful OLE DB design concepts, so that OLE DB for OLAP applications and OLE DB providers can be easily enabled for XML for Analysis
  • Work efficiently with standard data sources, such as relational OLAP, and data mining

Design Summary

The design centers around an XML-based communication API, called XML for Analysis, which defines two generally accessible methods: Discover and Execute. Because XML allows for a loosely coupled client and server architecture, both methods handle incoming and outgoing information in XML format. This API is optimized for the Internet, where roundtrips to the server are expensive in terms of time and resources, and where stateful connections to the data limit user connections on the server.

Discover is used to obtain information and meta data from a Web Service. This information can include a list available data sources and data about the provider for a particular data source. Properties are used to define and shape what data is obtained. The client application may need many types of information; Discover allows you to specify this in a common way. This generic interface and use of properties allows extensibility without rewriting existing functions.

Execute is used to execute Multidimensional Expressions (MDX) or other provider-specific commands against a particular XML for Analysis data source. The following diagram illustrates one possible implementation of an n-tiered application.

Provided with the URL for a server hosting a Web service, the client sends Discover and Execute calls using the SOAP and HTTP protocols to the server. The server instantiates the XML for Analysis provider, which handles the Discover and Execute calls. The XML for Analysis provider fetches the data, packages it into XML, and then sends the requested data as XML to the client.

The Discover and Execute methods enable users to determine what can be queried on a particular server and, based on this, submit commands to be executed. The following scenario illustrates how an Internet application or a Web Service could use these methods.

Part I – XML for Analysis

Introduction to XML for Analysis

XML for Analysis specifies a SOAP-based XML communication API that supports the exchange of analytical data between clients and servers on any platform and with any language.

Methods

The following methods provide a standard way for XML applications to access basic information from the server. Because these methods are invoked using the SOAP protocol, they accept input and deliver output in XML. By default, these methods are stateless, so the server context ends at the completion of any command. For information about how to make stateful calls, see Support for Statefulness in XML for Analysis.

The simplified interface model has two methods. The Discover method obtains information, and the Execute method sends action requests to a server. The XML namespace for these methods is "urn:schemas-microsoft-com:xml-analysis".

Connection information is supplied in each method call with the connection properties.

Discover

The Discover method can be used to retrieve information, such as the list of available data sources on a server or details about a specific data source. The data retrieved with the Discover method depends on the values of the parameters passed to it.

Namespace

urn:schemas-microsoft-com:xml-analysis

SOAP Action

"urn:schemas-microsoft-com:xml-analysis:Discover"

Syntax

Discover (
   [in] RequestType As EnumString,
   [in] Restrictions As Restrictions,
   [in] Properties As Properties,
   [out] Result As Rowset)

Parameters

  • RequestType [in]
    This required parameter consists of a RequestTypes enumeration value, which determines the type of information to be returned. The RequestTypes enumeration is used by the Discover method to determine the structure and content of the rowset returned in the Result parameter. The format of the Restrictions parameter and the resulting XML result set is also dependent on the value specified in this parameter. This enumeration can be extended to support provider-specific enumeration strings.

    Each RequestTypes enumeration value corresponds to a return rowset. For rowset definitions, see XML for Analysis Rowsets. Support is required for the following explicitly named RequestTypes enumeration values.

    Enumeration value Description
    DISCOVER_DATASOURCES Returns a list of XML for Analysis data sources available on the server or Web Service. (For an example of how these may be published, see XML for Analysis Implementation Walkthrough.)
    DISCOVER_PROPERTIES Returns a list of information and values about the requested properties that are supported by the specified data source (provider).
    DISCOVER_SCHEMA_ROWSETS Returns the names, values, and other information of all supported RequestTypes enumeration values (including those listed here), and any additional provider-specific enumeration values.
    DISCOVER_ENUMERATORS Returns a list of names, data types, and enumeration values of enumerators supported by a specific data source's provider.
    DISCOVER_KEYWORDS Returns a rowset containing a list of keywords reserved by the provider.
    DISCOVER_LITERALS Returns information about literals supported by the data source provider.
    Schema Rowset Constant Given a constant that corresponds to one of the schema rowset names defined by OLE DB, such as MDSCHEMA_CUBES, returns the OLE DB schema rowset in XML format. Note that providers may also extend OLEDB by providing additional provider-specific schema rowsets. The schema rowsets that tabular data providers (TDP) and multidimensional data providers (MDP) are required to support are listed in the section DISCOVER_SCHEMA_ROWSETS Rowset.
  • Restrictions [in]
    This parameter, of the Restrictions data type, enables the user to restrict the data returned in Result. The Result columns are defined by the rowset specified in the RequestType parameter. Some columns of Result can be used to filter the rows returned. For these columns and those that can be restricted, see the rowset tables in XML for Analysis Rowsets. To obtain the restriction information for provider-specific schema rowsets, use the DISCOVER_SCHEMA_ROWSETS request type.

    This parameter must be included, but it can be empty.

  • Properties [in]
    This parameter, of the Properties data type, consists of a collection of XML for Analysis properties. Each property enables the user to control some aspect of the Discover method, such as specifying the return format of the result set, the timeout, and specifying the locale in which the data should be formatted.

    The available properties and their values can be obtained by using the DISCOVER_PROPERTIES request type with the Discover method. Standard XML for Analysis properties are detailed in XML for Analysis Properties.

    There is no required order for the properties listed in the Properties parameter. This parameter must be included, but it can be empty.

  • Result [out]
    This required parameter contains the result set returned by the provider as a Rowset object.

    The columns and content of the result set are specified by the values specified in the RequestType and Restrictions parameters. The column layout of the returned result set is also determined by the value specified in RequestType. For more information about the rowset layouts that correspond to for each RequestType value, see XML for Analysis Rowsets.

For more information about the Rowset data type, see Data Types Used in XML for Analysis.

Example

In the following sample, the client sends the XML Discover call to request a list of cubes from the FoodMart 2000 catalog:

  <Discover xmlns="urn:schemas-microsoft-com:xml-analysis" 
  SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
   <RequestType>MDSCHEMA_CUBES</RequestType>
   <Restrictions>
    <RestrictionList>
     <CATALOG_NAME>
      FoodMart 2000
     </CATALOG_NAME>
    </RestrictionList>
   </Restrictions>
   <Properties>
    <PropertyList>
     <DataSourceInfo>
      Provider=MSOLAP;Data Source=local;
     </DataSourceInfo>
     <Catalog>
      Foodmart 2000
     </Catalog>
     <Format>
      Tabular
     </Format>
    </PropertyList>
   </Properties>
  </Discover>
 </SOAP-ENV:Body>
</SOAP-ENV:Envelope>

The provider returns the following result to the client:

<?xml version="1.0"?>
<SOAP-ENV:Envelope
 xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/"
 SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
 <SOAP-ENV:Body>
  <DiscoverResponse xmlns="urn:schemas-microsoft-com:xml-analysis">
   <return>
    <root>
     <xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema">
      <!-- The XML schema definition of the result comes here -->
      ...
     </xsd:schema>
     <row>
      <CATALOG_NAME>FoodMart 2000</CATALOG_NAME>
      <CUBE_NAME>Sales</CUBE_NAME>
      ...
     </row>
     <row>
      <CATALOG_NAME>FoodMart 2000</CATALOG_NAME>
      <CUBE_NAME>Warehouse</CUBE_NAME>
      ...
     </row>
     ...
    </root>
   </return>
  </DiscoverResponse>
 </SOAP-ENV:Body>
</SOAP-ENV:Envelope>

Execute

The Execute method is used for sending action requests to the server. This includes requests involving data transfer, such as retrieving or updating data on the server.

Namespace

urn:schemas-microsoft-com:xml-analysis 

SOAP Action

"urn:schemas-microsoft-com:xml-analysis:Execute"

Syntax

Execute (
   [in] Command As Command,
   [in] Properties As Properties,
   [out] Result As Resultset)

Parameters

  • Command [in]
    This required parameter is of Command data type and consists of a provider-specific statement to be executed. XML for Analysis multidimensional providers must support the mdXML language, but they can also support other commands as needed.

  • Properties [in]
    This parameter is of the Properties data type and consists of a collection of XML for Analysis properties. Each property allows the user to control some aspect of the Execute method, such as defining the information required for the connection, specifying the return format of the result set, or specifying the locale in which the data should be formatted.

    The available properties and their values can be obtained by using the DISCOVER_PROPERTIES request type with the Discover method. Standard XML for Analysis properties are detailed in XML for Analysis Properties.

    There is no required order for the properties listed in the Properties parameter. This parameter must be included, but it can be empty.

  • Result [out]
    This parameter contains the Resultset result returned by the provider. The Command parameter and values in the Properties parameter define the shape of the result set. If no shape-defining properties are passed, the XML for Analysis provider may use a default shape.

    The two result set formats defined by this specification are Tabular and Multidimensional, as specified by the client through the Format property. OLAP data lends itself to the Multidimensional format (although the Tabular format can also be used). A provider may support additional rowset types, and clients aware of the specialized types can request them.

Example

The following is an example of an Execute method call with <Statement> set to an OLAP MDX SELECT statement:

  <Execute xmlns="urn:schemas-microsoft-com:xml-analysis" 
  SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
   <Command>
    <Statement>
     select [Measures].members on Columns from Sales
    </Statement>
   <Command>
   <Properties>
    <PropertyList>
     <DataSourceInfo>
Provider=Essbase;Data Source=local;
     </DataSourceInfo>
     <Catalog>Foodmart 2000</Catalog>
     <Format>Multidimensional</Format>
     <AxisFormat>ClusterFormat</AxisFormat>
    </PropertyList>
   </Properties>
  </Execute>
 </SOAP-ENV:Body>
</SOAP-ENV:Envelope>

This is the abbreviated response for the preceding method call:

<?xml version="1.0"?>
<SOAP-ENV:Envelope xmlns:
 SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/" 
 SOAP-ENV:encodingStyle=
 "https://schemas.xmlsoap.org/soap/encoding/"> 
  <SOAP-ENV:Body>  
  <m:ExecuteResponse 
  xmlns:m="urn:schemas-microsoft-com:xml-analysis">  
  <m:return  SOAP-ENV:encodingStyle=
  "https://schemas.xmlsoap.org/soap/encoding/">
    <root>    
      <xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema"
      xmlns:xars="urn:schemas-microsoft-com:xars">
        ...<!—The schema for the data goes here. -- >
      </xsd:schema>
        ... <!—The data in MDDataSet format goes here. -- >
    </root>  
  </m:return>  
  </m:ExecuteResponse> 
  </SOAP-ENV:Body>
</SOAP-ENV:Envelope>

Data Types Used in XML for Analysis

The following alphabetical list describes XML for Analysis data types and notes those data types that use standard XML data types. For more information about the XML Schema types, see http://www.w3.org/TR/xmlschema-2/.

Boolean

The Boolean type uses the standard XML boolean data type.

The XML boolean data type uses 1 for True and 0 for False.

Decimal

The Decimal type noted uses the standard XML decimal data type.

Integer

The Integer type noted in this document refers to the standard XML int data type.

EnumString

The EnumString data type defines a set of named constants for a given enumerator (enum). EnumString uses the standard XML string data type. The specific values for each of the named constants are specified with the enumerator definition.

MDDataSet

The MDDataSet format is one of the formats that can be returned in the Result parameter of the Execute method. This one is used for multidimensional data. Representing OLAP data in XML requires an OLAP-oriented rowset (or dataset), which is noted here. The XML namespace for the MDDataSet data type is "urn:schemas-microsoft-com:xml-analysis:mddataset ".

For basic information about the OLE DB for OLAP dataset structures, see MDDataset Data Type Mapping to OLE DB. For a full XML Schema Definition (XSD) sample of the MDDataSet, see Appendix D.

This specification defines the following XML structure for OLAP results. An MDDataSet consists of these main sections:

  • OLAPInfo: Defines the structure of the result, listing and describing the axes and cells that will follow
  • Axes: Contains the data for the axes as defined in the OLAPInfo structure
  • CellData: Contains the data for the cells as defined in the OLAPInfo structure

Providers can add additional annotations to the structure as long as they do not change the behavior and meaning of the schema defined here. This open content schema model allows new elements and attributes to be added from other namespaces but does not allow the semantics of defined elements and attributes to be changed.

OLAPInfo

To define the structure, <OlapInfo> begins by defining axes using the <AxesInfo> element (note the plural, Axes). Axes consists of a set of <AxisInfo> elements (note the singular, Axis) that alias to an ordinal, such as name="Axis0". The dimension hierarchies are then listed with their property definitions. In the example that follows, the standard member properties are represented in <HierarchyInfo> element by UName, Caption, LName, and LNum, as well as the nonstandard DisplayInfo element. For the Store hierarchy, the additional (nonstandard) member property, with the space character, [Store].[Store SQFT] is illustrated.

<OlapInfo>
   <AxesInfo>
      <AxisInfo name="Axis0">
         <HierarchyInfo name="Measures">
            <UName name="[Measures].[MEMBER_UNIQUE_NAME]"></UName>
               <Caption name="[Measures].[MEMBER_CAPTION]"></Caption>
                  <LName name="[Measures].[LEVEL_UNIQUE_NAME]"></LName>
                     <LNum name="[Measures].[LEVEL_NUMBER]"></LNum>
                        <DisplayInfo name="[Measures].[DISPLAY_INFO]"></DisplayInfo>
                  </HierarchyInfo>
               </AxisInfo> 
                  <AxisInfo name="Axis1">
                     <HierarchyInfo name="Store">
                            <UName name="[Store].[MEMBER_UNIQUE_NAME]"></UName>
                           <Caption name="[Store].[MEMBER_CAPTION]"></Caption>
                           <LName name="[Store].[LEVEL_UNIQUE_NAME]"></LName>
                           <LNum name="[Store].[LEVEL_NUMBER]"></LNum>
                           <DisplayInfo name="[Store].[DISPLAY_INFO]"></DisplayInfo>
                           <Store_x0020_SQFT name="[Store].[Store Name].[Store SQFT]"></Store_x0020_SQFT>
                     </HierarchyInfo>
                     <HierarchyInfo name="Time">
                           <UName name="[Time].[MEMBER_UNIQUE_NAME]"></UName>
                           <Caption name="[Time].[MEMBER_CAPTION]"></Caption>
                           <LName name="[Time].[LEVEL_UNIQUE_NAME]"></LName>
                           <LNum name="[Time].[LEVEL_NUMBER]"></LNum>
                           <DisplayInfo name="[Time].[DISPLAY_INFO]"></DisplayInfo>
                     </HierarchyInfo>
                   </AxisInfo>

The last thing defined by the OLAPInfo structure is the properties (column definitions) for the cells. This allows cells to contain additional properties. The properties in this example are Value, FmtValue, and the custom property FormatString.

<OlapInfo>
 ...
            <CellInfo>
                  <Value name="VALUE"></Value>
                  <FmtValue name="FORMATTED_VALUE"></FmtValue>
                  <FormatString name="FORMAT_STRING"></FormatString>
            </CellInfo>

HierarchyInfo Standard Elements

The following standard elements are required for the <HierarchyInfo> element. MDSCHEMA references refer to the OLE DB for OLAP schema definition.

Element Description
UName MEMBER_UNIQUE_NAME property from OLE DB axis rowset
Caption MEMBER_CAPTION property from OLE DB axis rowset
LName LEVEL_UNIQUE_NAME property from OLE DB axis rowset
LNum LEVEL_NUMBER property from OLE DB axis rowset

CellInfo Standard Elements

The following are the standard elements for the <CellInfo> element. Whether or not they are returned for any particular query depends on the query itself.

Element Description
Value VALUE property from OLE DB cell properties
FmtValue FORMATTED_VALUE property from OLE DB cell properties
ForeColor FORE_COLOR property from OLE DB cell properties
BackColor BACK_COLOR property from OLE DB cell properties

Using Defaults in CellInfo and AxisInfo

A provider can optionally specify default values for individual member or cell properties in the AxisInfo or CellInfo section. If the same property will always or almost always have the same value, this can save size in the result.

The <Default> element can optionally be specified as a subelement of one of the member or cell property elements to indicate a default for that property. For instance, if the provider wants to specify a default value for Store SQFT, it would be specified as follows:

<Store_x0020_SQFT name="Store SQFT">
 <Default>5000</Default>
</Store_x0020_SQFT>

Therefore, the absence of a member or cell property in the result indicates that the stated default is the value for the member property or the cell property. In the following result, in which the output for the <Store x0020 SQFT> element is completely absent, the value for <Store x0020 SQFT> is 5000 (the default value that was defined above):

<Member Hierarchy="Store">
      <UName>[Store].[CA]</UName>
      <Caption>CA</Caption>
      <LName>[Store].[State]</LName>
      <LNum>2</LNum>
</Member>

If the element is present but without a value, this implies an empty string result (""), as shown in the following example:

<Store_x0020_SQFT />

Typically, if a property is NULL, it is simply omitted. However, if a default value has been defined for a property, then to indicate a NULL value for a property, use the null attribute from the XML Schema specification, as follows:

<Store_x0020_SQFT xsi:null='true' />

Axes

Under Axes, the Axis items are listed in the order that they occur in the dataset, starting at zero. The AxisFormat property setting determines how Axis elements are formatted. All XML for Analysis providers must support the following values for the property AxisFormat:

  • ClusterFormat
  • TupleFormat
  • CustomFormat

Support of the CustomFormat value as a distinct format is optional for a provider. If a client requests CustomFormat, the provider may choose, at its discretion, to return one of the TupleFormat and ClusterFormat formats. While providers must support all three of the above values, clients can request the format they want; therefore clients may choose not to make use of all three available formats.

Why Different Formats?

The TupleFormat and ClusterFormat settings for the AxisFormat property provide two different ways of representing tuples. The MDDataset definition gives the provider two ways to specify tuples as multidimensional tuples or as a Cartesian product. This provides a client application a choice between simplicity and minimizing space requirements.

An axis represents a set of tuples, where all tuples in the set have the same dimensionality. A set can be represented in different ways with different advantages. For example, the following set of four tuples can be represented as a collection of two-dimensional tuples or a Cartesian product of two one-dimensional sets.

1999 1999 2000 2000
Actual Budget Actual Budget

The following line represents the set of four tuples as collection of two-dimensional tuples:

{ ( 1999, Actual ), ( 1999, Budget ), ( 2000, Actual ), ( 2000, Budget ) }

The following line represents the set of four tuples as a Cartesian product of two one-dimensional sets:

{ 1999, 2000 } x { Actual, Budget }

Both representations have advantages and disadvantages. Two-dimensional tuples are simpler for client tools to use. A Cartesian product of one-dimensional sets uses less space and preserves the multidimensional nature of the set.

The following table lists operations that can be used to define and characterize the structure and members of an axis.

Operation Description
Member The smallest unit of an axis representing the member of a dimension hierarchy
Tuple A vector of members from different dimension hierarchies
Members A set of Member objects from the same dimension hierarchy
Tuples A collection of Tuple objects with the same dimensionality
Union A union of sets
CrossProduct A Cartesian product of sets

Based on the previous example, these operations translate the two-dimensional tuples and Cartesian product of one-dimensional sets as follows.

Two-dimensional tuples

Tuples ( 
Tuple( Member(1999), Member(Actual) ), 
Tuple( Member(1999), Member(Budget) ), 
Tuple( Member(2000), Member(Actual) ), 
Tuple( Member(2000), Member(Budget) ) 
)

Cartesian product of one-dimensional sets

CrossProduct ( 
Members (Member(1999), Member(2000) ), 
Members (Member(Actual), Member(Budget) ) 
)

The XML representation of these operations follows these rules (where member_properties value refers to the list of member properties defined in the corresponding AxisInfo section):

member : <Member> member_properties </Member>

tuple : <Tuple> member_list </Tuple>

set : <Members> member_list </Members>

set : <Tuples> tuple_list </Tuples>

set : <CrossProduct> set_list </CrossProduct>

set : <Union> set_list </Union>

member_list : member [ member ... ]

tuple_list : tuple [ tuple ... ]

set_list : set [ set ... ]

As shown above, the same set can have different representations using different operations. The client can request a specific representation using the AxisFormat property.

TupleFormat

In TupleFormat, an axis is represented as a set of tuples. The following operations must be used in the specified order:

<Axis>
      <Tuples>
            <Tuple>
                  <Member Hierarchy="name">

In addition, <Member> elements must have the Hierarchy attribute that specifies the hierarchy name of the member.

The following example illustrates the TupleFormat.

1999 1999 2000
Actual Budget Budget
<Axes>
 <Axis name="Axis0">   
  <Tuples>
   <Tuple>
    <Member Hierarchy="Time">
     <UName>[Time].[1999]</UName>
     …
    </Member>
    <Member Hierarchy="Category">
     <UName>[Scenario].[Actual]</UName>
     …
    </Member>
   </Tuple>
   <Tuple>
    <Member Hierarchy="Time">
     <UName>[Time].[1999]</UName>
     …
    </Member>
    <Member Hierarchy="Category">
     <UName>[Scenario].[Budget]</UName>
     …
    </Member>
   </Tuple>
   <Tuple>
    <Member Hierarchy="Time">
     <UName>[Time].[2000]</UName>
     …
    </Member>
    <Member Hierarchy="Category">
     <UName>[Scenario].[Budget]</UName>
     …
    </Member>
   </Tuple>
  </Tuples>
 </Axis>
 ...
</Axes>

ClusterFormat

In ClusterFormat, an axis is represented as a set of clusters. Each cluster represents a crossproduct of members from different dimension hierarchies. Providers will define their own provider-specific clustering algorithms. The following operations must be used in the specified order:

<Axis>
 <CrossProduct Size="size">
  <Members Hierarchy="name">
   <Member>

For representing objects as clusters, the <CrossProduct> element must have a Size attribute indicating the number of tuples that results from the product of individual Member sets within the CrossProduct. The <Members> element must have a Hierarchy attribute that specifies the dimension hierarchy name of all members in the set.

A crossproduct may contain members from a single dimension hierarchy.

The following example illustrates two clusters:

1999 1999 2000 2000 2001
Actual Budget Actual Budget Budget
cluster 1 cluster 2
<Axes>
 <Axis name="Axis0">
  <CrossProduct Size = "4">
   <Members Hierarchy="Time">
    <Member>
     <UName>[Time].[1999]</UName>
     …
    </Member>
    <Member>
     <UName>[Time].[2000]</UName>
     …
    </Member>
   </Members>
   <Members Hierarchy="Category">
    <Member>
     <UName>[Scenario].[Actual]</UName>
     …
    </Member>
    <Member>
     <UName>[Scenario].[Budget]</UName>
     …
    </Member>
   </Members>
  </CrossProduct>
  <CrossProduct Size = "1">
   <Members Hierarchy="Time">
    <Member>
     <UName>[Time].[2001]</UName>
     …
    </Member>
   </Members>
   <Members Hierarchy="Category">
    <Member>
     <UName>[Scenario].[Budget]</UName>
     …
    </Member>
   </Members>
  </CrossProduct>
 </Axis>
 …
</Axes>

CustomFormat

CustomFormat allows the provider to generate the axes in any valid combination of the operations defined in the sections above, with following restrictions:

  • Only <Union>, <CrossProduct>, <Members>, and <Tuples> elements can occur as the first child of an axis.
  • A <Member> element under the <Tuple> element must contain a Hierarchy attribute indicating the name of the hierarchy the member belongs to.
  • A <Members> element must contain a Hierarchy attribute indicating the hierarchy name of all members in the set.

The CustomFormat gives the most flexibility and power to a provider to optimize the axis representation.

This section is an example of what a provider may choose to return for CustomFormat.

WA WA CA CA
Umbrella Umbrella Sunglasses Sunglasses
Actual Budget Actual Budget

A provider can choose to generate the representation below for the CustomFormat result. In this example, a set of tuples is crossjoined with a set of members.

CrossProduct( 
Tuples ( 
Tuple ( Member(WA), Member(Umbrella) ), 
Tuple ( Member(CA), Member(Sunglasses) ) ), 
     Members ( Member(Actual), Member(Budget) ) 
)

The above theoretical formulation can be represented in XML as follows:

<Axis name="Axis0">
 <CrossProduct>
  <Tuples>
   <Tuple>
    <Member Hierarchy="Store">
<UName>[Store].[WA]</UName>
...
</Member>
    <Member Hierarchy="Product">
<UName>[Product].[Umbrella]</UName>
...
</Member>
   </Tuple>
   <Tuple>
    <Member Hierarchy="Store">
<UName>[Store].[CA]</UName>
...
</Member>
    <Member Hierarchy="Product">
<UName>[Product].[Sunglasses]</UName>
...
</Member>
   </Tuple>
  </Tuples>
  <Members Hierarchy="Category">
  <Member>
  <UName>[Category].[Actual]</UName>
  ...
  </Member>
  <Member>
  <UName>[Category].[Budget]</UName>
  ...
  </Member>
  </Members>
 </CrossProduct>
</Axis>

CellData

The Axes section is followed by the CellData section, which contains the property values for each cell. A mandatory CellOrdinal attribute indicates the ordinal of the cell. CellOrdinal is numbered 0 to n-1, for n cells. Cell elements can be missing if all cell properties are the default (NULL is the default if no default has been specified). Note that the type of the <Value> element must be specified in the CellData section, while other standard properties, whose type is defined in the schema need not have a type specified.

   <CellData>
      <Cell CellOrdinal="0">
         <Value xsi:type="xsd:double">16890</Value>
         <FmtValue>16,890.00</FmtValue>
         <FormatString>Standard</FormatString>
      </Cell>
      <Cell CellOrdinal="1">
         <Value xsi:type="xsd:int">50</Value>
         <FmtValue>50</FmtValue>
         <FormatString>Standard</FormatString>
      </Cell>
      <Cell CellOrdinal="2">
         <Value xsi:type="xsd:double">36175.2</Value>
         <FmtValue>$36,175.20</FmtValue>
         <FormatString>Currency</FormatString>
      </Cell>
   </CellData>

The axis reference for a cell can be calculated based on CellOrdinal. Conceptually, cells are numbered in a dataset as if the dataset were a p-dimensional array, where p is the number of axes. Cells are addressed in row-major order. The following illustration shows the formula for calculating the ordinal number of a cell.

We will apply the above formula to the result set shown in the following table. The query asked for four measures on columns and a crossjoin of two states with four quarters on rows. In following the dataset result, the CellOrdinal property for the part of the dataset result shown in the box is the set {9, 10, 11, 13, 14, 15, 17, 18, 19}. This is because the cells are numbered in row major order, starting with a CellOrdinal of zero for the upper left cell.

Next, we apply the above formula to the cell that is {CA, Q3, Store Cost}. Axis k=0 has Uk=4 members and axis k=1 has Uk=8 tuples. P is the total number of axes in the query, here equal to 2. S0, the initial summation is i=0 to 1. For i=0, the tuple ordinal on axis 0 of {Store Cost} is 1. For i = 1, the tuple ordinal of {CA, Q3} is 2.

For i=0, Ei = 1, so for i = 0 the sum is 1 * 1 = 1 and for i=1, the sum is 2 (tuple ordinal) * 4 (the value of Ei, computed as 1 * 4), or 8, and so the sum is equal to 1 + 8 = 9, the cell ordinal for that cell.

The complete XML output for the above dataset is shown in Appendix D.

Command

The Command data type is an XML document type. In this version of the XML for Analysis specification the Command data type consists solely of the <Statement> tag, of type string, which contains the text for the command statement. For example, the <Statement> element with an MDX statement may look like this:

<Statement>
  SELECT Measures.MEMBERS on columns from Sales
</Statement>

In a future version of this specification, the XML document for the Command data type will be expanded beyond the single <Statement> element defined in this specification.

The XML for Analysis specification requires that multidimensional providers support the mdXML language. The mdXML language will be based on MDX; currently mdXML consists solely of the <Statement> element. For multidimensional providers, the <Statement> element must contain an MDX language statement. Future enhancements to mdXML will make additional elements beyond the <Statement> element available. The <Statement> element will continue to support a complete MDX statement as type string, even if it is expanded to also allow for other XML elements.

In addition to future enhancements of mdXML, the MDX language itself is extensible so that providers can add extensions to the language to support additional features that are not provided in the base language set. For more information on mdXML, please refer to the section Relationship between MDX and mdXML.

Properties

The Properties data type represents a collection of XML for Analysis properties. Each property is defined by an XML element, and the value of the property is the data contained by the XML element. The name of the XML element corresponds to the name of the property.

Each provider can extend the set of properties, but provider-specific property names must be well-formed XML tags.

An example follows:

<PropertyList>
 <DataSourceInfo>
  Provider=MSOLAP;Data Source=local;
 </DataSourceInfo>
 <Catalog>
  Foodmart 2000
 </Catalog>
 <Format>
  Multidimensional
 </Format>
</PropertyList>

Restrictions

The Restrictions data type represents a collection of restrictions to be applied during the execution of a Discover method. The Restriction name specifies the rowset column name that is being restricted. The Restriction value defines the data for the column.

Each provider can add new schema rowsets, but columns that can be restricted should have names that meet the well-formedness constraints of XML.

The following example sends a restriction for a column name in the MDSCHEMA_CUBES schema rowset:

<RestrictionList>
 <CATALOG_NAME>
  FoodMart 2000
 </CATALOG_NAME>
 ...
</RestrictionList>

When needed, a column can be restricted with multiple values. Each value is represented in a <Value> element. An example follows:

<RestrictionList>
 <LiteralName>
  <Value>DBLITERAL_QUOTE_PREFIX</Value>
  <Value>DBLITERAL_QUOTE_SUFFIX</Value>
  <Value>DBLITERAL_ESCAPE_UNDERSCORE_PREFIX</Value>
  <Value>DBLITERAL_ESCAPE_UNDERSCORE_SUFFIX</Value>
 </LiteralName>
 ...
</RestrictionList>

Resultset

The Resultset data type is a self-describing XML result set. The type of data it will contain is indicated by the XML for Analysis Format property.

By default, the XML schema is returned with the result set. This can be changed using the Content property, described in XML for Analysis Properties.

Rowset

The XML schema embedded within the rowset defines the specific structure of the Rowset return data type. The general structure of the XML for Analysis rowset is similar to the Microsoft® SQL Server™ 2000 rowset format obtained with the FOR XML RAW clause, but it is element-centric rather than attribute-centric, and it allows hierarchical data.

XML does not allow certain characters as element and attribute names. XML for Analysis supports encoding as defined by SQL Server 2000 to address this XML constraint. For column names that contain invalid XML name characters (according to the XML 1.0 specification), the nonvalid Unicode characters are encoded using the corresponding hexadecimal values. These are escaped as _xHHHH_ where HHHH stands for the four-digit hexadecimal UCS-2 code for the character in most-significant bit first order. For example, the name "Order Details" is encoded as Order*_x0020_*Details, where the space character is replaced by the corresponding hexadecimal code.

Encoding can make Extensible Style Language (XSL) transformations difficult. To support a quick lookup of the actual unencoded column names, add the sql:field attribute into the XML rowset schema with each column. This attribute resides in the "urn:schemas-microsoft-com:xml-sql" namespace.

An example follows:

<xsd:element name="Order_x0020_Details" type="string" sql:field="Order Details" /> 

For flat data, the XML for Analysis rowset format appears as in the following example. The column names, which are specific to the query, are defined in the schema as the element names. A pair of <row> tags encapsulates each row:

<root xmlns="urn:schemas-microsoft-com:xml-analysis:rowset"
 <xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:sql="urn:schemas-microsoft-com:xml-sql">
   </xsd:element>
      <xsd:complexType name="row">
         <xsd:choice maxOccurs="unbounded" minOccurs="0">
            <xsd:element name="CATALOG_NAME" type="xsd:string" sql:field="CATALOG_NAME"></xsd:element>
            <xsd:element name="DESCRIPTION" type="xsd:string" sql:field="DESCRIPTION"></xsd:element>
            <xsd:element name="ROLES" type="xsd:string" sql:field="ROLES"></xsd:element>
            <xsd:element name="DATE_MODIFIED" type="xsd:time" sql:field="DATE_MODIFIED"></xsd:element>
         </xsd:choice>
      </xsd:complexType>
   </xsd:schema>
   <row>
      <CATALOG_NAME>FoodMart 2000</CATALOG_NAME>
      <DESCRIPTION></DESCRIPTION>
      <ROLES>All Users</ROLES>
      <DATE_MODIFIED>3/11/2001 6:49:36 PM</DATE_MODIFIED>
   </row>
   …
</Root>

For hierarchical data (or nested rowsets), such as that returned by OLE DB for data mining queries, the XML for Analysis rowset format appears as in the following example. The structure of the rows is not changed, but the data-specific schema defines an element subtype that contains the nested data. In this case, the nested element is <NODE_DISTRIBUTION>.

<root xmlns="urn:schemas-microsoft-com:xml-analysis:rowset">
 <xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema" 
  xmlns:sql="urn:schemas-microsoft-com:xml-sql">
      <xsd:complexType name="row">
         <xsd:choice maxOccurs="unbounded" minOccurs="0">
            <xsd:sequence maxOccurs="unbounded" minOccurs="0">
               <xsd:element name="NODE_DISTRIBUTION"
                sql:field="NODE_DISTRIBUTION">
                  <xsd:complexType>
                     <xsd:choice maxOccurs="unbounded" minOccurs="0">
                        <xsd:element name="ATTRIBUTE_NAME"
                         type="xsd:string"
                         sql:field="ATTRIBUTE_NAME"></xsd:element>
                           <xsd:element name="ATTRIBUTE_VALUE"
                            type="xsd:string"
                            sql:field="ATTRIBUTE_VALUE"></xsd:element>
                           <xsd:element name="SUPPORT" type="xsd:double"
                            sql:field="SUPPORT"></xsd:element>
                        <xsd:element name="PROBABILITY" type="xsd:double"
                         sql:field="PROBABILITY"></xsd:element>
                        <xsd:element name="VARIANCE" type="xsd:double"
                         sql:field="VARIANCE"></xsd:element>
                        <xsd:element name="VALUETYPE" type="xsd:int"
                         sql:field="VALUETYPE"></xsd:element>
                     </xsd:choice>
                  </xsd:complexType>
               </xsd:element>
            </xsd:sequence>
            <xsd:element name="MODEL_CATALOG" type="xsd:string"
             sql:field="MODEL_CATALOG"></xsd:element>
            <xsd:element name="MODEL_SCHEMA" type="xsd:string"
             sql:field="MODEL_SCHEMA"></xsd:element>
            <xsd:element name="MODEL_NAME" type="xsd:string"
             sql:field="MODEL_NAME"></xsd:element>
            <xsd:element name="ATTRIBUTE_NAME" type="xsd:string"
             sql:field="ATTRIBUTE_NAME"></xsd:element>
            <xsd:element name="NODE_NAME" type="xsd:string"
             sql:field="NODE_NAME"></xsd:element>
            <xsd:element name="NODE_UNIQUE_NAME" type="xsd:string"
             sql:field="NODE_UNIQUE_NAME"></xsd:element>
            <xsd:element name="NODE_TYPE" type="xsd:unsignedInt"
             sql:field="NODE_TYPE"></xsd:element>
            <xsd:element name="NODE_GUID" type="xsd:string"
             sql:field="NODE_GUID"></xsd:element>
            <xsd:element name="NODE_CAPTION" type="xsd:string"
             sql:field="NODE_CAPTION"></xsd:element>
            <xsd:element name="CHILDREN_CARDINALITY"
             type="xsd:unsignedInt"
             sql:field="CHILDREN_CARDINALITY"></xsd:element>
            <xsd:element name="PARENT_UNIQUE_NAME" type="xsd:string"
             sql:field="PARENT_UNIQUE_NAME"></xsd:element>
            <xsd:element name="NODE_DESCRIPTION" type="xsd:string"
             sql:field="NODE_DESCRIPTION"></xsd:element>
            <xsd:element name="NODE_RULE" type="xsd:string"
             sql:field="NODE_RULE"></xsd:element>
            <xsd:element name="MARGINAL_RULE" type="xsd:string"
             sql:field="MARGINAL_RULE"></xsd:element>
            <xsd:element name="NODE_PROBABILITY" type="xsd:double"
             sql:field="NODE_PROBABILITY"></xsd:element>
            <xsd:element name="MARGINAL_PROBABILITY" type="xsd:double"
             sql:field="MARGINAL_PROBABILITY"></xsd:element>
            <xsd:element name="NODE_SUPPORT" sql:type="xsd:double"
             sql:field="NODE_SUPPORT"></xsd:element>
            <xsd:element name="MSOLAP_MODEL_COLUMN" sql:type="xsd:string"
             sql:field="MSOLAP_MODEL_COLUMN"></xsd:element>
            <xsd:element name="MSOLAP_NODE_SCORE" sql:type="xsd:double"
             sql:field="MSOLAP_NODE_SCORE"></xsd:element>
            <xsd:element name="MSOLAP_NODE_SHORT_CAPTION"
             sql:type="xsd:string"
             sql:field="MSOLAP_NODE_SHORT_CAPTION"></xsd:element>
         </xsd:choice>
      </xsd:complexType>
   </xsd:schema>
   <row>
      <MODEL_CATALOG>FoodMart 2000</MODEL_CATALOG>
      <MODEL_NAME>customer pattern discovery</MODEL_NAME>
      <ATTRIBUTE_NAME>Customers.Name.Member Card</ATTRIBUTE_NAME>
      <NODE_NAME>2147483652</NODE_NAME>
      <NODE_UNIQUE_NAME>2147483652</NODE_UNIQUE_NAME>
      <NODE_TYPE>2</NODE_TYPE>
      <NODE_CAPTION>All</NODE_CAPTION>
      <CHILDREN_CARDINALITY>8</CHILDREN_CARDINALITY>
      <PARENT_UNIQUE_NAME>0</PARENT_UNIQUE_NAME>
      <NODE_DESCRIPTION>All</NODE_DESCRIPTION>
      <NODE_RULE></NODE_RULE>
      <MARGINAL_RULE></MARGINAL_RULE>
      <NODE_PROBABILITY>1</NODE_PROBABILITY>
      <MARGINAL_PROBABILITY>1</MARGINAL_PROBABILITY>
      <NODE_DISTRIBUTION>
         <ATTRIBUTE_NAME>Customers.Name.Member Card</ATTRIBUTE_NAME>
         <ATTRIBUTE_VALUE>missing</ATTRIBUTE_VALUE>
         <SUPPORT>0</SUPPORT>
         <PROBABILITY>0</PROBABILITY>
         <VARIANCE>0</VARIANCE>
         <VALUETYPE>1</VALUETYPE></NODE_DISTRIBUTION>
      <NODE_DISTRIBUTION>
         <ATTRIBUTE_NAME>Customers.Name.Member 
Card</ATTRIBUTE_NAME>
         <ATTRIBUTE_VALUE>Bronze</ATTRIBUTE_VALUE>
         <SUPPORT>3077</SUPPORT>
         <PROBABILITY>0.551334886221107</PROBABILITY>
         <VARIANCE>0</VARIANCE>
         <VALUETYPE>4</VALUETYPE></NODE_DISTRIBUTION>
      <NODE_DISTRIBUTION>
         <ATTRIBUTE_NAME>Customers.Name.Member Card</ATTRIBUTE_NAME>
         <ATTRIBUTE_VALUE>Golden</ATTRIBUTE_VALUE>
         <SUPPORT>659</SUPPORT>
         <PROBABILITY>0.118079197276474</PROBABILITY>
         <VARIANCE>0</VARIANCE>
         <VALUETYPE>4</VALUETYPE></NODE_DISTRIBUTION>
      <NODE_DISTRIBUTION>
         <ATTRIBUTE_NAME>Customers.Name.Member Card</ATTRIBUTE_NAME>
         <ATTRIBUTE_VALUE>Normal</ATTRIBUTE_VALUE>
         <SUPPORT>1332</SUPPORT>
         <PROBABILITY>0.238666905572478</PROBABILITY>
         <VARIANCE>0</VARIANCE>
         <VALUETYPE>4</VALUETYPE></NODE_DISTRIBUTION>
      <NODE_DISTRIBUTION>
         <ATTRIBUTE_NAME>Customers.Name.Member Card</ATTRIBUTE_NAME>
         <ATTRIBUTE_VALUE>Silver</ATTRIBUTE_VALUE>
         <SUPPORT>513</SUPPORT>
         <PROBABILITY>9.19190109299409E-02</PROBABILITY>
         <VARIANCE>0</VARIANCE>
         <VALUETYPE>4</VALUETYPE></NODE_DISTRIBUTION>
      <NODE_SUPPORT>5581</NODE_SUPPORT>
      <MSOLAP_MODEL_COLUMN>Customers.Name.Member 
Card</MSOLAP_MODEL_COLUMN>
      <MSOLAP_NODE_SCORE>1948.401692055</MSOLAP_NODE_SCORE>
      <MSOLAP_NODE_SHORT_CAPTION>All</MSOLAP_NODE_SHORT_CAPTION>
</row>
</root>

String

The String type corresponds to the standard XML string data type.

UnsignedInt

The UnsignedInt data type corresponds to the XML unsignedInt schema type.

XML for Analysis Rowsets

Information returned in the Result parameter of the Discover method is structured according to the rowset column layouts detailed in this section.

All columns noted in the following rowsets are required, and they must be returned in the order shown. However, additional columns (which should be ignored by clients not expecting them) can be added at the end, and some columns can contain null data for information that does not apply.

The following sections describe the columns in each rowset. Each section includes a table that provides the following information for each column.

Column heading Contents
Column name The name of the column in the output rowset.
Type A description of the data type for the column. For more information on data types supported by XML for Analysis, see Data Types Used in XML for Analysis.
Description A brief description of the purpose of the column.
Restriction Indicates whether the column can be used to restrict the returned rowset by inclusion in the Restrictions parameter of the Discover method. Yes means that the column is available to use as a Restrictions item to filter results by this field.
Nullable Indicates whether the data must be returned or if a null string is allowed if the column does not apply. Yes means nulls are allowed, and the data is optional. No means that the data is required.

DISCOVER_DATASOURCES Rowset

When the Discover method is called with the DISCOVER_DATASOURCES enumeration value in the RequestType parameter, it returns the DISCOVER_DATASOURCES rowset in the Result parameter. This request type returns a list of published data sources (in an implementation specific way) from a URL of the application Web server, so the client can select one with which to connect.

Column name Type Description Restriction Nullable
DataSourceName string The name of the data source, such as FoodMart 2000. Yes No
DataSourceDescription string A description of the data source, as entered by the publisher. No Yes
URL string The unique path that shows where to invoke the XML for Analysis methods for that data source. Yes Yes
DataSourceInfo string A string containing any additional information required to connect to the data source. This can include the Initial Catalog property or other information for the provider.

Example: "Provider=MSOLAP;Data Source=Local;"

No Yes
ProviderName string The name of the provider behind the data source.

Example: "MSDASQL"

Yes Yes
Column name
(continued)
Type
(continued)
Description
(continued)
Restriction
(continued)
Nullable
(continued)
ProviderType array The types of data supported by the provider. May include one or more of the following types. Example follows this table.
  • TDP: tabular data provider.
  • MDP: multidimensional data provider.
  • DMP: data mining provider. A DMP provider implements the OLE DB for Data Mining specification.
Yes No
Column name
(continued)
Type
(continued)
Description
(continued)
Restriction
(continued)
Nullable
(continued)
AuthenticationMode EnumString Specification of what type of security mode the data source uses. Values can be one of the following:
  • Unauthenticated: no user ID or password needs to be sent.
  • Authenticated: User ID and Password must be included in the information required for the connection.
  • Integrated: the data source uses the underlying security to determine authorization, such as Integrated Security provided by Microsoft Internet Information Services (IIS).
Yes No

The ProviderType array has an element for each type that the provider supports. For instance, a provider that supported TDP, MDP, and DMP produces the following array:

<ProviderType><MDP/><TDP/><DMP/></ProviderType>

DISCOVER_PROPERTIES Rowset

When the Discover method is called with the DISCOVER_PROPERTIES enumeration value in the RequestType parameter, it returns the DISCOVER_PROPERTIES rowset in the Result parameter. This request type returns information about the standard and provider-specific properties supported by an XML for Analysis Provider. Properties that are not supported by a provider are not listed in the return result set.

Column name Type Description Restriction Nullable
PropertyName string The name of the property. Yes, as an array No
PropertyDescription string A localizable text description of the property. No Yes
PropertyType string The XML data type of the property. No Yes
PropertyAccessType EnumString Access for the property. The value can be Read, Write, or ReadWrite. No No
IsRequired boolean True if a property is required, false if it is not required. No Yes
Value string The current value of the property. No Yes

DISCOVER_SCHEMA_ROWSETS Rowset

When the Discover method is called with the DISCOVER_SCHEMA_ROWSETS enumeration value in the RequestType parameter, it returns the DISCOVER_SCHEMA_ROWSETS rowset in the Result parameter. This request type retrieves a list of all RequestTypes enumeration values supported by the provider.

Column name Type Description Restriction Nullable
SchemaName string The name of the schema/request. This returns the values in the RequestTypes enumeration, plus any additional types supported by the provider. The provider defines rowset structures for the additional types. Yes No
Restrictions array An array of the restrictions supported by provider. An example follows this table. No Yes
Description string A localizable description of the schema. No Yes

The result returned in the restrictions array might look like the following, for a provider that supported three restrictions for the DBSCHEMA_MEMBERS schema rowset. The elements refer to column names in the schema.

  <Restrictions>
    <RestrictionList>
      <CATALOG_NAME type="string" /> 
      <SCHEMA_NAME type="string" /> 
      <CUBE_NAME type="string" /> 
    </RestrictionList>
  </Restrictions>

The following table indicates which OLE DB schema rowsets are required for XML for Analysis tabular data providers and multidimensional data providers. In some cases, some columns within the schema rowsets, which are required for OLE DB for OLAP providers, are optional for XML for Analysis providers. These schema rowsets are indicated with an asterisk (*) in the following table; the details of the optional columns are listed following this table.

OLE DB schema rowset Required for Description
DBSCHEMA_CATALOGS TDP, MDP, DMP Catalogs available for a server instance of the provider
DBSCHEMA_COLUMNS TDP, DMP Enumeration of the columns of tables
DBSCHEMA_PROVIDER_TYPES TDP, DMP Enumeration of the base data types supported by the provider
DBSCHEMA_TABLES TDP, DMP Enumeration of tables in the catalog
DBSCHEMA_TABLES_INFO TDP, DMP Enumeration of tables in the catalog
MDSCHEMA_ACTIONS MDP Enumeration of available actions
MDSCHEMA_CUBES MDP Enumeration of cubes in catalog
MDSCHEMA_DIMENSIONS MDP Enumeration of dimensions for all cubes
MDSCHEMA_FUNCTIONS* MDP Enumeration of MDX functions supported by provider
MDSCHEMA_HIERARCHIES* MDP Enumeration of hierarchies in all dimensions
MDSCHEMA_MEASURES MDP Enumeration of measures in all cubes
MDSCHEMA_MEMBERS* MDP Enumeration of all members in all dimensions of all cubes
MDSCHEMA_PROPERTIES* MDP Enumeration of user-defined properties available for cells and members
MDSCHEMA_SETS MDP Enumeration of available sets in a catalog.

The schema rowsets marked with an asterisk (*) in the above table have columns that, although required for OLE DB for OLAP providers, are considered optional for XML for Analysis providers. These optional columns are listed in the following table.

OLE DB schema rowset OLE DB required columns that are optional for
XML for Analysis providers
MDSCHEMA_FUNCTIONS ORIGIN, INTERFACE_NAME
MDSCHEMA_HIERARCHIES STRUCTURE
MDSCHEMA_MEMBERS LEVEL_UNIQUE_NAME, LEVEL_NUMBER, PARENT_LEVEL
MDSCHEMA_PROPERTIES LEVEL_UNIQUE_NAME

The OLE DB for OLAP MDSCHEMA_LEVELS schema rowset is not required of XML for Analysis MDP providers, although providers may optionally choose to support it. Therefore, columns that reference levels in other schema rowsets have also become optional, as stated above. This is because different multidimensional providers use the term level with different meanings (some providers number them from the top down and others from the bottom up). It is envisioned that additional schema rowsets for levels will be added in a future version of this specification.

DISCOVER_ENUMERATORS Rowset

When the Discover method is called with the DISCOVER_ENUMERATORS enumeration value in the RequestType parameter, it returns the DISCOVER_ENUMERATORS rowset in the Result parameter. This request type queries a provider for supported enumerators, including data types and values. By supporting this request, a provider publishes all enumeration constants that it recognizes.

For each enumerator, there are multiple elements, one for each value in the enumeration. The rowset that represents this is flat, and the name of the enumerator may be repeated for elements belonging to the same enumeration.

Column name Type Description Restriction Nullable
EnumName string The name of the enumerator that contains a set of values. Yes, as an array No
EnumDescription string A localizable description of the enumerator. No Yes
EnumType string The data type of the Enum values. No No
ElementName string The name of one of the value elements in the enumerator set.

Example: TDP

No No
ElementDescription string A localizable description of the element (optional). No Yes
ElementValue string The value of the element.

Example: 01

No Yes

DISCOVER_KEYWORDS Rowset

When the Discover method is called with the DISCOVER_KEYWORDS enumeration value in the RequestType parameter, it returns the DISCOVER_KEYWORDS rowset in the Result parameter. This request type lists keywords reserved by a provider.

Each keyword returned is a row in the DISCOVER_KEYWORDS rowset.

Column name Type Description Restriction Nullable
Keyword string A list of all the keywords reserved by a provider.

Example: AND

Yes, as an array No

DISCOVER_LITERALS Rowset

When the Discover method is called with the DISCOVER_LITERALS enumeration value in the RequestType parameter, the DISCOVER_LITERALS rowset is returned in the Result parameter. This request type queries a provider for information on supported literals, including data types and values.

Each literal returned is a row in the DISCOVER_LITERALS rowset.

Column name Type Description Restriction Nullable
LiteralName string The name of the literal described in the row.

Example: DBLITERAL_LIKE_PERCENT

Yes, as an array No
LiteralValue string Contains the actual literal value.

Example, if LiteralName is DBLITERAL_LIKE_PERCENT and the percent character (%) is used to match zero or more characters in a LIKE clause, this column's value would be "%".

No No
LiteralInvalidChars string The characters, in the literal, that are not valid.

For example, if table names can contain anything other than a numeric character, this string would be "0123456789".

No Yes
LiteralInvalidStartingChars string The characters that are not valid as the first character of the literal. If the literal can start with any valid character, this is null. No Yes
LiteralMaxLength integer The maximum number of characters in the literal. If there is no maximum or the maximum is unknown, the value is –1. No Yes

XML for Analysis Properties

This section describes the properties required for XML for Analysis.

Column Contents
Name The name of the property.
Type The data type of the property. For more information about data types used in this specification, see Data Types Used in XML for Analysis.
R/W The read/write behavior of the property.
Default value The default value of the property.
Usage The method (and RequestType, if appropriate) or methods in which the property can be used.
Description A basic description of the behavior of the property.

The following table shows specific information for each property.

Name Type R/W Default value Usage Description
AxisFormat Enumeration W   Execute method Client asks for the MDDataSet axis to be formatted in one of these ways: TupleFormat, ClusterFormat, CustomFormat.
BeginRange * int W -1 Execute method An integer value corresponding to a CellOrdinal used to restrict an MDDataSet returned by a command to a specific range of cells. Used in conjunction with the EndRange property. If unspecified, all cells are returned in the rowset. The value -1 means unspecified.
Name
(continued)
Type
(continued)
R/W Default value
(continued)
Usage
(continued)
Description
(continued)
Catalog string R/W Empty string Discover method

Execute method

Specifies the initial catalog or database on which to connect.
Content EnumString W SchemaData Discover method

Execute method

An enumerator that specifies what type of data is returned in the result set.

None: Allows the structure of the command to be verified, but not executed. Analogous to using Prepare to check syntax, and so on.

Schema: Contains the XML schema (which indicates column information, and so on) that relates to the requested query.

Data: Contains only the data that was requested.

SchemaData: Returns both the schema information as well as the data.

DataSourceInfo string R/W Empty string Discover method

Execute method

A string containing provider specific information, required to access the data source.
Name
(continued)
Type
(continued)
R/W Default value
(continued)
Usage
(continued)
Description
(continued)
EndRange * int W -1 Execute method An integer value corresponding to a CellOrdinal used to restrict an MDDataSet returned by a command to a specific range of cells. Used in conjunction with the BeginRange property. If unspecified, all cells are returned in the rowset. The value -1 means unspecified.
Format EnumString W Tabular for Discover method; Multi dimensional for Execute method Discover method

Execute method

Enumerator that determines the format of the returned result set. Values include:
  • Tabular: a flat or hierarchical rowset. Similar to the XML RAW format in SQL. The Format property should be set to Tabular for OLE DB for Data Mining commands.
  • Multidimensional: Indicates that the result set will use the MDDataSet format (Execute method only).
Name
(continued)
Type
(continued)
R/W Default value
(continued)
Usage
(continued)
Description
(continued)
LocaleIdentifier unsignedInt R/W None Discover method

Execute method

Use this to read or set the numeric locale identifier for this request. The default is provider-specific.

For the complete hexadecimal list of language identifiers, search on "Language Identifiers" in the MSDN® Library at http://www.msdn.microsoft.com.

MDXSupport EnumString R Core Discover method Enumeration that describes the degree of MDX support. At initial release Core is the only value in the enumeration. In future releases, other values will be defined for this enumeration.
Password string W Empty string Discover method

Execute method

A string that the client can provide any password information required for the connection.
ProviderName string R Empty string Discover method The XML for Analysis Provider name.
ProviderVersion string R Empty string Discover method The version number of the XML for Analysis Provider (implementation). The version value should be a four-part format, with each part separated by a decimal.
Name
(continued)
Type
(continued)
R/W Default value
(continued)
Usage
(continued)
Description
(continued)
StateSupport EnumString R None Discover method Property that specifies the degree of support in the provider for state. For information about state in XML for Analysis, see Support for Statefulness in XML for Analysis. Minimum enumeration values are as follows:

None – No support for sessions or stateful operations.

Sessions – Provider supports sessions.

Timeout UnsignedInt R/W Undefined Discover method

Execute method

A numeric time-out specifying in seconds the amount of time to wait for a connection to be successful.
UserName string R/W Empty string Discover method

Execute method

A string containing the user name needed for the connection.

* The range values for cell coordinates begin at 0 (zero). –1 means undefined, or all in a range.

The following table contains examples of range value pairs and their behavior. In general, the following must be true to return a result set BeginRange <= EndRange. If BeginRange > EndRange, the range is not valid and no results are returned.

BeginRange EndRange Behavior
-1 -1 All cells or rows. This is the default behavior.
0 -1 All cells or rows ranging from the first, or 0-th, to undefined, or all at the ending side.
15 -1 Returns Cell 15 through to the end of the dataset.
-1 0 First cell as the first item in the range is undefined (or all), and the ending item is the 0-th element.
15 50 Returns the range of OLAP cells 15 to 50 inclusively. BeginRange <= EndRange.
2 1 No cells will be returned, because the range is not valid (the begin value is greater than the end value). BeginRange > EndRange.

Error Handling in XML for Analysis

Errors are handled differently, depending on their type. The following types of errors can occur:

  • Failure to execute a method call
  • Success in executing a method call, but with errors or warnings
  • Success in executing a method call, but errors within the result set

Failure to execute a method call is reported though a SOAP Fault message. When this occurs, Result is not returned. When the method completes with errors or warnings, these are returned to the client with Result.

MDDataSet Error Example

Errors specific to cells or data in Result are embedded within the result set in the appropriate location. The MDDataSet data type is covered in "MDDataSet" under Data Types Used in XML for Analysis. The following is an example of the result if there is an error in an MDDataSet:

<CellData>
 ...
 <Cell CellOrdinal="10">
  <Value>
   <Error>
    <ErrorCode>2148497527</ErrorCode> 
    <Description>Security Error.</Description> 
   </Error>
  </Value>
  </Cell>
</CellData>

SOAP Fault Error Example

The SOAP fault codes relating to this specification begin with "XMLForAnalysis" followed by a period and the hexadecimal HR result code. For example, an error code of "0x80000005" would be formatted as "XMLForAnalysis.0x80000005".

For more information about the SOAP fault format, see http://www.w3.org/TR/SOAP/#_Ref477795996.

The following table shows the XML for Analysis fault code information that is contained in the detail section of the SOAP response. The columns are the attributes of an error in the detail section of a SOAP fault.

Column name Type Description Nullable
ErrorCode UnsignedInt Return code that indicates the success or failure of the method. Note: The hexadecimal value must be converted to an Unsignedint value. No
Description String Error text and description returned by the component that generated the error. Yes
Source String Name of the component that generated the error. Yes
HelpFile String Path or URL to the Help file or topic that describes the error. Yes

The following is an example of a SOAP fault for a failed method call:

<?xml version="1.0"?>
 <SOAP-ENV:Envelope
  xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/"
  SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
  <SOAP-ENV:Fault>
  <faultcode>XMLAnalysisError.0x80000005</faultcode>
  <faultstring>The XML for Analysis provider encountered an
   error</faultstring>
  <faultactor>XML for Analysis Provider</faultactor>
  <detail>
   <faultstring>
    <Error
    ErrorCode="2147483653"
    Description="An unexpected error has occurred"
    Source="XML for Analysis Provider"
    HelpFile=""
    />
   </faultstring>
  </detail>
 </SOAP-ENV:Fault>
</SOAP-ENV:Envelope>

Support for Statefulness in XML for Analysis

XML for Analysis is stateless by default. (Statelessness is a condition during which the server does not remember the identity or context of a client after a method call is completed). In order to support statefulness (a condition during which the server preserves the identity and context of a client from method invocation to method invocation), sessions are supported for the provider. Sessions are useful for a series of statements that should be performed together. An example of this is the creation of a calculated member that is used in subsequent queries.

Support for sessions on the provider is optional. The client can test for support by inspecting the value of the XML for Analysis property, StateSupport, through the Discover method. The minimum value for state to occur is Sessions. For more information about the StateSupport property, see XML for Analysis Properties.

In general, sessions follow the behavior outlined by the OLE DB specification as follows:

  • Sessions define transaction and command context scope.
  • Multiple commands can be executed in the context of a single session.
  • Support for transactions in the XML for Analysis context are handled with provider-specific commands sent with the Execute method.

XML for Analysis defines a way to support state (sessions) in a Web environment in a mode similar to the approach used by the Distributed Authoring and Versioning (DAV) protocol to implement locking in a loosely coupled environment. This specification parallels DAV in that the provider is allowed to expire sessions due to various reasons (for example, timeout or connection error). This also means that the Web Services must be aware and ready to handle sets of commands that were interrupted and must be restarted.

The SOAP specification recommends using SOAP headers for building up new protocols on top of SOAP messages. The following table lists the SOAP header elements and attributes that XML for Analysis defines for initiating, maintain, and closing a session.

SOAP header Description
BeginSession Requests the provider to create a new session. The provider should respond by constructing a new session and returning the session ID as part of the Session header in the SOAP response.
SessionID The value area contains the session ID that must be used in each method call for the rest of the session. The provider in the SOAP response sends this tag and the client must also send this attribute with each Session header element.
Session For every method call that is to occur in the session, this header must be used, and the session ID must be included in the value area of the header.
EndSession To terminate the session, use this header. The session ID must be included with the value area.

The following example shows how sessions are supported:

  1. To begin the session, add a BeginSession header in SOAP to the outbound XML for Analysis method call from the client. The value area is initially blank because the session ID is not yet known.

    <SOAP-ENV:Envelope
     xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/"
     SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
     <SOAP-ENV:Header>
      <XA:BeginSession
       xmlns:XA="urn:schemas-microsoft-com:xml-analysis"
       xsi:type="xsd:int"
       mustUnderstand="1"/>
     </SOAP-ENV:Header>
     <SOAP-ENV:Body>
      ...<!-- Discover or Execute call goes here.-->
     </SOAP-ENV:Body>
    </SOAP-ENV:Envelope>
    
  2. The SOAP response message from the provider includes the session ID in the return header area, using the XML for Analysis header tag <SessionID>.

    <SOAP-ENV:Header>
     <XA:Session
      xmlns:XA="urn:schemas-microsoft-com:xml-analysis"
      SessionID="581"/>
    </SOAP-ENV:Header>
    
  3. For each method call in the session, the Session header must be added, containing the session ID returned from the provider.

    <SOAP-ENV:Header>
     <XA:Session
      xmlns:XA="urn:schemas-microsoft-com:xml-analysis"
      mustUnderstand="1"
      SessionID="581"/>
    </SOAP-ENV:Header>
    
  4. When the session is complete, the <EndSession> tag is used, containing the related session ID value.

    <SOAP-ENV:Header>
     <XA:EndSession
      xmlns:XA="urn:schemas-microsoft-com:xml-analysis"
      xsi:type="xsd:int"
      mustUnderstand="1"
      SessionID="581"/>
    </SOAP-ENV:Header>
    

A session ID does not guarantee that a session remains valid. If the session expires (for example, if it times out or the connection is lost), the provider can choose to end and roll back that session's actions. As a result, all subsequent method calls from the client on a session ID fail with an error signaling a nonvalid session. A client handles this condition and must be prepared to resend the session method calls from the beginning.

XML for Analysis with Data Mining

The XML for Analysis Execute method supports the execution of data mining commands. Data mining command support is provider specific. Data mining commands are also supported through the Execute interface, if the results are returned either as an MDDataSet or in Tabular form. Data mining providers are required to support Tabular results at a minimum.

As an example, accessing OLE DB for Data Mining information through the XML for Analysis API is not significantly different from obtaining data from a relational data source. The result of OLE DB for Data Mining commands is a flat rowset or a flat rowset in a hierarchical arrangement. The Format property should be set to Tabular for OLE DB for Data Mining commands.

XML for Analysis providers are not required to support OLE DB for Data Mining-specific commands. Providers that do support OLE DB for data mining will expose themselves by setting one of the array elements in ProviderType to DMP.

Part II – Appendices

This section includes additional topics and related information to help you understand and implement this specification.

Appendix A: Implementation Notes

This appendix includes discussions on implementation considerations.

XML for Analysis Implementation Walkthrough

To better illustrate how the XML for Analysis API is used, this section provides an example walkthrough of a simple client/server interaction. This includes how an implementation can get the list of data sources.

The steps in the walkthrough detail a client communicating with a server to get a list of data sources and then using one of the data sources to run an OLAP query.

The following notation shows which steps represent the specification and which steps are examples of an implementation:

  • (I) The step is an example of an implementation.
  • (S) The step shown is an item implemented as outlined in this specification.

Finding an XML for Analysis Service

  1. (I) The client application is aware of a server URL that supports Web Services. This could be found through browsing a Universal Description, Discovery, and Integration (UDDI) business registry.

  2. (I) The client sends a request to the URL to find out whether it supports the XML for Analysis Web Service (for example, using Discovery Protocol (DISCO)).

  3. (I) DISCO returns the URL of the WSDL file for the XML for Analysis Web Service (for example, XMLAnalysis.wsdl).

  4. (I) The client sends a request for the WSDL file.

  5. (I) The Web server sends back XMLAnalysis.wsdl, which defines the supported methods: Discover and Execute.

  6. (I) The client confirms from the WSDL that both client and server use the same methods.

  7. (I) The WSDL file contains the URL that should be used for the XML for Analysis Web Service (for example, XMLAnalysis.asp).

    The following is an example of the WSDL that a service might return for XML for Analysis:

    <?xml version='1.0' encoding='UTF-8' ?> 
     <!-- Generated 02/08/01 by Microsoft SOAP Toolkit WSDL File Generator,
      Version 1.1 --> 
    <definitions  name ='MSXmlAnalysis'   targetNamespace = 
    'https://schemas.microsoft.com/xmla/MSXmlAnalysis/wsdl'
        xmlns:wsdlns='https://schemas.microsoft.com/xmla/MSXmlAnalysis/wsdl'
        xmlns:typens='https://schemas.microsoft.com/xmla/MSXmlAnalysis/type'
        xmlns:soap='https://schemas.xmlsoap.org/wsdl/soap/'
        xmlns:xsd='http://www.w3.org/2000/10/XMLSchema'
        xmlns:stk='https://schemas.microsoft.com/soap-toolkit/wsdl-extension'
        xmlns='https://schemas.xmlsoap.org/wsdl/'> 
      <types>
        <schema targetNamespace='urn:schemas-microsoft-com:xml-analysis'
          xmlns='http://www.w3.org/2000/10/XMLSchema'>
        </schema>
      </types>
      <message name='XmlAnalysis.Execute'>
        <part name='Command' type='xsd:xmldom'/>
        <part name='Properties' type='xsd:xmldom'/>
      </message>
      <message name='XmlAnalysis.ExecuteResponse'>
        <part name='return' type='xsd:xmldom'/>
      </message>
      <message name='XmlAnalysis.Discover'>
        <part name='RequestType' type='xsd:string'/>
        <part name='Restrictions' type='xsd:xmldom'/>
        <part name='Properties' type='xsd:xmldom'/>
      </message>
      <message name='XmlAnalysis.DiscoverResponse'>
        <part name='return' type='xsd:xmldom'/>
      </message>
      <portType name='XmlAnalysisSoapPort'>
        <operation name='Execute' parameterOrder='Command Properties'>
          <input message='wsdlns:XmlAnalysis.Execute' />
          <output message='wsdlns:XmlAnalysis.ExecuteResponse' />
        </operation>
        <operation name='Discover' parameterOrder='RequestType Restrictions 
    Properties'>
          <input message='wsdlns:XmlAnalysis.Discover' />
          <output message='wsdlns:XmlAnalysis.DiscoverResponse' />
        </operation>
      </portType>
      <binding name='XmlAnalysisSoapBinding' type='wsdlns:XmlAnalysisSoapPort' >
        <stk:binding preferredEncoding='UTF-8'/>
        <soap:binding style='rpc' transport='https://schemas.xmlsoap.org/soap/http' />
        <operation name='Execute' >
          <soap:operation soapAction='urn:schemas-microsoft-com:xml-
           analysis:Execute' />
          <input>
            <soap:body use='encoded' namespace='urn:schemas-microsoft-
             com:xml-analysis'
            encodingStyle='https://schemas.xmlsoap.org/soap/encoding/' />
          </input>
          <output>
            <soap:body use='encoded' namespace='urn:schemas-microsoft-com:xml-analysis'
                encodingStyle='https://schemas.xmlsoap.org/soap/encoding/' />
          </output>
        </operation>
        <operation name='Discover' >
          <soap:operation soapAction='urn:schemas-microsoft-com:xml-
           analysis:Discover' />
          <input>
            <soap:body use='encoded' namespace='urn:schemas-microsoft-
             com:xml-analysis'
               encodingStyle='https://schemas.xmlsoap.org/soap/encoding/' />
          </input>
          <output>
            <soap:body use='encoded' namespace='urn:schemas-microsoft-
             com:xml-analysis'
                encodingStyle='https://schemas.xmlsoap.org/soap/encoding/' />
          </output>
        </operation>
      </binding>
      <service name='MSXmlAnalysis' >
        <port name='XmlAnalysisSoapPort' binding='wsdlns:XmlAnalysisSoapBinding' >
          <soap:address location='https://localhost/xmla/msxisapi.dll' />
        </port>
      </service>
    </definitions>
    

Obtaining a Data Source

  1. (S) The client looks for OLAP data sources by using the URL and method information obtained above to send a Discover call of RequestType DISCOVER_DATASOURCES. In the Restrictions parameter, it specifies MDP (multidimensional data) for ProviderType.
  2. (I) The list of published data sources is an XML file on the server, maintained by the application administrator. XMLAnalysis.asp retrieves the XML document, and sends it to the client application.
  3. (I) The client parses the rowset, and selects the data source to use. If the URL listed for the data source is different from the URL first used for the original Discover method, then the second, data-source-specific, URL must be used for all further Discover and Execute calls to work with that data on that source.

Using the Data Source

  1. (S) The client sends a Discover command to the chosen OLAP data source. To obtain a list of all cubes that are available, use the RequestType MDSCHEMA_CUBES. Restrictions contains the name of a database to search for FoodMart 2000. The information needed to connect to the provider is included in the Properties parameter.

  2. The following is a sample of the XML sent from the client for this call:

    SOAPAction: "urn:schemas-microsoft-com:xml-analysis:Discover"
    <SOAP-ENV:Envelope 
     xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/" 
     xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" 
     xmlns:xsd="http://www.w3.org/2001/XMLSchema">
     <SOAP-ENV:Body>
      <Discover xmlns="urn:schemas-microsoft-com:xml-analysis" 
      SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
       <RequestType>MDSCHEMA_CUBES</RequestType>
        <Restrictions>
          <RestrictionList>
          <CATALOG_NAME>
           FoodMart 2000
          </CATALOG_NAME>
         </RestrictionList>
        </Restrictions>
       <Properties>
        <PropertyList>
         <DataSourceInfo>
          Provider=MSOLAP;Data Source=local;
         </DataSourceInfo>
         <Catalog>
          Foodmart 2000
         </Catalog>
        </PropertyList>
       </Properties>
      </Discover>
     </SOAP-ENV:Body>
    </SOAP-ENV:Envelope>
    
  3. (I) The XML for Analysis provider processes the request and sends it to the OLAP data source. After the available cube data is received, the provider packages it as XML and sends it back to the requesting client application.

  4. The following is a sample of the XML sent from the server with the data:

    <?xml version="1.0"?>
    <SOAP-ENV:Envelope
     xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/"
     SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
     <SOAP-ENV:Body>
      <DiscoverResponse xmlns="urn:schemas-microsoft-com:xml-analysis">
       <return>
        <root>
         <xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema">
          <!-- The XML schema definition of the result comes here -->
          ...
         </xsd:schema>
         <row>
          <CATALOG_NAME>FoodMart 2000</CATALOG_NAME>
          <CUBE_NAME>Sales</CUBE_NAME>
          ...
         </row>
         <row>
          <CATALOG_NAME>FoodMart 2000</CATALOG_NAME>
          <CUBE_NAME>Warehouse</CUBE_NAME>
          ...
         </row>
         ...
        </root>
       </return>
      </DiscoverResponse>
     </SOAP-ENV:Body>
    </SOAP-ENV:Envelope>
    
  5. (S) The client chooses a cube, and then it sends an Execute containing a <Statement> element that contains an MDX SELECT statement: "Select Measures,Members on Columns from Sales". Connection information is again provided in the Properties parameter.

    SOAPAction: "urn:schemas-microsoft-com:xml-analysis:Execute"
    <SOAP-ENV:Envelope 
     xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/" 
     xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" 
     xmlns:xsd="http://www.w3.org/2001/XMLSchema">
     <SOAP-ENV:Body>
      <Execute xmlns="urn:schemas-microsoft-com:xml-analysis" 
      SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
       <Command>
    <Statement>
    select [Measures].members on Columns from Sales
    </Statement>
    </Command>
       <Properties>
        <PropertyList>
         <DataSourceInfo>
          Provider=MSOLAP;Data Source=local;
         </DataSourceInfo>
         <Catalog>
          Foodmart 2000
         </Catalog>
         <Format>
          Multidimensional
         </Format>
           <AxisFormat>
             TupleFormat
          </AxisFormat>
        </PropertyList>
       </Properties>
      </Execute>
     </SOAP-ENV:Body>
    </SOAP-ENV:Envelope>
    
  6. (I) The XML for Analysis provider parses the request and sends it to the data source to be filled.

  7. (I) When the dataset is returned, the provider packages it to XML, and sends it back to the requesting client application as illustrated in the following example:

    <?xml version="1.0"?>
    <SOAP-ENV:Envelope
     xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/"
     SOAP-ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
     <SOAP-ENV:Body>
      <ExecuteResponse xmlns="urn:schemas-microsoft-com:xml-analysis">
       <return>
        <root>
         <xsd:schema xmlns:xsd="http://www.w3.org/2001/XMLSchema">
          <!-- The XML schema definition of the result comes here -->
          ...
         </xsd:schema>
         <OlapInfo>
          <!—  Dimension information comes here  -->
         </OlapInfo>
         <Axes>
          <!—  Axis information for the MDDataSet result axes comes here  -->
         </Axes>
         <CellData>
          <!—  Cell data values and properties come here  -->
         </CellData> 
        </root>
       </return>
      </ExecuteResponse>
     </SOAP-ENV:Body>
    </SOAP-ENV:Envelope>
    
  8. (I) The client receives the result set, and performs any additional tasks required by the user. For example, a client application could format the result set with XSL, and present the data as a table that the user can browse on a Web page. A client application can also cache the result set locally to minimize roundtrips when the user refreshes displayed data.

XML for Analysis and Non-Web Applications

The XML for Analysis API is optimized for Web applications. However, this does not prevent this methodology from being leveraged for LAN-oriented applications. The following applications can benefit from this XML-based API:

  • Client/server applications that require technology flexibility between clients and the server
  • Client/server applications that target multiple operating systems
  • Clients that do not require significant state in order to increase server capacity

Appendix B: Quick SOAP Glossary

Simple Object Access Protocol (SOAP) is an industry standard for using XML to represent data and commands in an extensible way. Because SOAP is an integral part of this specification, this section provides background information and defines SOAP terminology.

  • Web Service
    Broadly speaking, a Web Service is an application delivered as a service that can be integrated with other Web Services using Internet standards. It is a URL-addressable resource that programmatically returns information to clients who want to use it.

    Web Services represent black-box functionality that can be reused without having to deal specifically with how a service is implemented. Web Services provide well-defined interfaces, called contracts, which describe the provided services. A Web Service can use SOAP to specify its message formats.

  • SOAP
    SOAP is a lightweight protocol for exchanging information in a decentralized, distributed environment. It is an XML-based protocol that consists of three parts:

    • An envelope that defines a framework for describing what is in a message and how to process it
    • A set of encoding rules for expressing instances of application-defined data types
    • A convention for representing remote procedure calls and responses

    Here is a sample SOAP request:

    <SOAP-ENV:Envelope 
    xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/" SOAP-
     ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/">
     <SOAP-ENV:Body>
      <m:GetLastTradePrice xmlns:m="Some-URI">
       <symbol>DIS</symbol>
      </m:GetLastTradePrice>
     </SOAP-ENV:Body>
    </SOAP-ENV:Envelope> 
    

    The corresponding data response might look like this:

    <SOAP-ENV:Envelope 
    xmlns:SOAP-ENV="https://schemas.xmlsoap.org/soap/envelope/" SOAP-
     ENV:encodingStyle="https://schemas.xmlsoap.org/soap/encoding/"/>
     <SOAP-ENV:Body>
      <m:GetLastTradePriceResponse xmlns:m="Some-URI">
       <Price>34.5</Price>
      </m:GetLastTradePriceResponse>
     </SOAP-ENV:Body>
    </SOAP-ENV:Envelope>
    
  • Web Services Description Language (WSDL)
    As communications protocols and message formats are standardized in the Web community, it becomes increasingly possible and important to be able to describe the communications in a structured way. Web Services Description Language (WSDL) addresses this need by defining an XML grammar for describing network services as collections of communication endpoints capable of exchanging messages. WSDL service definitions provide documentation for distributed systems and serve as a recipe for automating the details involved in applications communication.

    A WSDL document defines services as collections of network endpoints, or ports. In WSDL, the abstract definition of endpoints and messages is separated from their concrete network deployment or data format bindings. This allows the reuse of abstract definitions:

    • Messages, which are abstract descriptions of the data being exchanged
    • Port types, which are abstract collections of operations

    The concrete protocol and data format specifications for a particular port type constitute a reusable binding. A port is defined by associating a network address with a reusable binding; a collection of ports defines a service.

    For a link to more complete information about WSDL, see Appendix E.

Appendix C: XML for Analysis to OLE DB Mapping

As XML for Analysis builds on definitions outlined in OLE DB, further information can be gained by referring to the OLE DB specification for the areas mentioned.

Function Mapping

The following table maps OLE DB and OLE DB for OLAP to equivalent XML for Analysis actions. Not all OLE DB functions have an XML for Analysis mapping, because not all actions apply. For example, methods that target navigational methods, which would be used to manipulate a rowset after it is received, do not apply, because the client handles that.

OLE DB interface and command XML implementation
IColumnsInfo::GetColumnInfo Execute method:

Properties:

Content = Schema

ICommandPrepare::Prepare Execute method:

Properties:

Content = None.

(In order to validate a command only)

ICommandProperties::GetProperties Discover method:

RequestType:

DISCOVER_PROPERTIES

ICommandProperties::SetProperties Execute method:

Properties:

<Specify the property to be updated>

Note: The property must have read/write permissions.

ICommandText::SetCommandText Execute method:

Command parameter.

IDBInfo::GetKeywords Discover method:

RequestType:

DISCOVER_KEYWORDS

IDBInfo::GetLiteralInfo Discover method:

RequestType:

DISCOVER_LITERALS

OLE DB interface and command
(continued)
XML implementation (continued)
IDBProperties::GetProperties Discover method:

RequestType:

DISCOVER_PROPERTIES

IDBProperties::GetPropertyInfo Discover method:

RequestType:

DISCOVER_PROPERTIES

IDBProperties::SetProperties Execute method:

Properties:

<Specify the property to be updated>

Note: The property must have read/write permissions.

IGetDataSource::GetDataSource Discover method:

RequestType:

DISCOVER_DATASOURCES

IMDDataset::FreeAxisInfo

IMDDataset::GetAxisRowset

IMDDataset::GetCellData

IMDDataset::GetSpecification

(Not a direct mapping)

To obtain the meta data structure (for example, rows and columns information) of the rowset, use the Discover method:

Properties:

Content = Schema

IMDRangeRowset::GetRangeRowset (Not a direct mapping.)

Execute method:

Commands:

<Provider-specific query statement>

Properties:

BeginRange = <integer value>

EndRange = <integer value>

ISessionProperties::GetProperties Discover method:

RequestType:

DISCOVER_PROPERTIES

(Session is implied)

ISessionProperties::SetProperties Execute method:

Properties:

<Specify the property to be updated>

Note: The property must have read/write permissions.

Properties Mapping

The following table lists some common OLE DB properties to equivalent XML for Analysis properties.

OLE DB property XML implementation
DBPROP_INIT_PROVIDERSTRING

(DBPROPSET_DBINIT Property Set)

DataSourceInfo property
DBPROP_COMMANDTIMEOUT

DBPROP_INIT_TIMEOUT

DBPROP_INIT_GENERALTIMEOUT

(DBPROPSET_DBINIT Property Set)

Timeout property

RequestTypes Mapping

This table shows the mapping to OLE DB of the RequestTypes enumeration values.

OLE DB mapping XML for Analysis request type
Not applicable DISCOVER_DATASOURCES
IDBProperties::GetPropertyInfo and

IDBProperties::GetProperties functions

DISCOVER_PROPERTIES
IDBSchemaRowset::GetSchemas DISCOVER_SCHEMA_ROWSETS
Not applicable DISCOVER_ENUMERATORS
IDBInfo::GetKeywords DISCOVER_KEYWORDS
IDBInfo::GetLiteralInfo DISCOVER_LITERALS
The OLE DB schema rowset names and definitions are listed in "Appendix B: Schema Rowsets" in the OLE DB specification. <Schema Rowset Constant>

OLE DB to XML Data Type Mapping

For reference, the following table maps OLE DB data types to published XML schema types.

More information and definitions of the XML schema types are available on http://www.w3.org/TR/xmlschema-2/. To view the XML schema structure, see the W3C Web site.

OLE DB type XML schema type
DBTYPE_I1 byte
DBTYPE_I2 short
DBTYPE_I4 int
DBTYPE_I8 long
DBTYPE_UI1 unsignedByte
DBTYPE_UI2 unsignedShort
DBTYPE_UI4 unsignedInt
DBTYPE_UI8 unsignedLong
DBTYPE_R4 float
DBTYPE_R8 double
DBTYPE_BOOL boolean
DBTYPE_CY decimal
DBTYPE_ERROR string
DBTYPE_DECIMAL decimal
DBTYPE_NUMERIC decimal
DBTYPE_DATE date
DBTYPE_DBTIMESTAMP time
DBTYPE_GUID string
DBTYPE_BYTES binary
DBTYPE_STR string
DBTYPE_WSTR string
DBTYPE_BSTR string
DBTYPE_VARIANT string

MDDataSet Data Type Mapping to OLE DB

This is the OLE DB mapping for the XML for Analysis data type of MDDataset and further reference information.

OLE DB implementation XML for Analysis implementation
OLE DB for OLAP dataset type

Accessed through the IMDDataset interface

MDDataset data type

Relationship between MDX and mdXML

Multidimensional Expressions (MDX) is the multidimensional expression language defined in the OLE DB for OLAP specification. The mdXML language is an XML-encapsulated version of the MDX language. As of the initial release of this specification, the only XML element for mdXML is the <Statement> element, which for multidimensional providers consists of an MDX language statement, described previously in this specification. In the future mdXML will be extended to have additional elements and features. The extensions to mdXML will be based on the MDX language, which will continue to remain available in XML for Analysis, via the <Statement> element.

The MDX language itself is extensible so that providers can add extensions to the language to support additional features not provided in the base language set. A future version of this specification will define an mdXML language based upon MDX.

The MDX language specification is part of the OLE DB for OLAP specification and can be found at the location referenced for OLE DB for OLAP information in Appendix E.

Appendix D: MDDataSet Example

The following is a complete example of an MDDataSet reply result set, with AxisFormat=TupleFormat. The XSD section is presented first, followed by the MDDataSet result.

<?xml version="1.0" encoding="UTF-16"?>
<root xmlns="urn:schemas-microsoft-com:xml-analysis:mddataset"
   xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
   xmlns:xsd="http://www.w3.org/2001/XMLSchema">
        <xsd:schema targetNamespace="urn:schemas-microsoft-com:xml-
analysis:mddataset" elementFormDefault="qualified" xmlns:sql="urn:schemas-
microsoft-com:xml-sql">
        <xsd:complexType name="MemberType">
            <xsd:attribute name="Hierarchy"
             type="xsd:string"></xsd:attribute>
            <xsd:sequence>
                <xsd:element name="UName" type="xsd:string"></xsd:element>
                <xsd:element name="Caption"
                 type="xsd:string"></xsd:element>
                <xsd:element name="LName" type="xsd:string"></xsd:element>
        
                <xsd:element name="LNum"
                 type="xsd:unsignedInt"></xsd:element>
                <xsd:element name="DisplayInfo"
                 type="xsd:unsignedInt"></xsd:element>
                <xsd:sequence maxOccurs="unbounded" minOccurs="0">
                    <xsd:any processContents="lax"
                     maxOccurs="unbounded"></xsd:any>
                </xsd:sequence>
            </xsd:sequence>
        </xsd:complexType>
        <xsd:complexType name="PropType">
            <xsd:attribute name="name" 
type="xsd:string"></xsd:attribute>
        </xsd:complexType>
        <xsd:complexType name="TupleType">
            <xsd:sequence maxOccurs="unbounded">
                <xsd:element name="Member"
                 type="MemberType"></xsd:element>
            </xsd:sequence>
        </xsd:complexType>
        <xsd:complexType name="MembersType">
            <xsd:attribute name="Hierarchy"
             type="xsd:string"></xsd:attribute>
            <xsd:sequence maxOccurs="unbounded">
                <xsd:element name="Member"
                 type="MemberType"></xsd:element>
            </xsd:sequence>
        </xsd:complexType>
        <xsd:complexType name="TuplesType">
            <xsd:sequence maxOccurs="unbounded">
                <xsd:element name="Tuple" type="TupleType"></xsd:element>
            </xsd:sequence>
        </xsd:complexType>
        <xsd:complexType name="CrossProductType">
            <xsd:choice minOccurs="0" maxOccurs="unbounded">
                <xsd:element name="Members"
                 type="MembersType"></xsd:element>
                <xsd:element name="Tuples"
                 type="TuplesType"></xsd:element>
            </xsd:choice>
        </xsd:complexType>
        <xsd:complexType name="OlapInfo">
            <xsd:sequence maxOccurs="unbounded">
                <xsd:element name="AxesInfo">
                    <xsd:complexType>
                        <xsd:sequence maxOccurs="unbounded">
                            <xsd:element name="AxisInfo">
                                <xsd:complexType>
                                    <xsd:attribute name="name"
                                     type="xsd:string"></xsd:attribute>
                                    <xsd:sequence maxOccurs="unbounded">
                                        <xsd:element name="HierarchyInfo">
                                            <xsd:complexType>
                                                <xsd:attribute name="name"
                                                 type="xsd:string">
                                                 </xsd:attribute>
                                                <xsd:sequence>
                                                    <xsd:sequence
                                                     maxOccurs="unbounded">
                                                        <xsd:element
                                                         name="UName"
                                                         type="PropType">
                                                         </xsd:element>
                                                        <xsd:element
                                                         name="Caption"
                                                         type="PropType">
                                                         </xsd:element>
                                                        <xsd:element
                                                         name="LName"
                                                         type="PropType">
                                                         </xsd:element>
                                                        <xsd:element
                                                         name="LNum"
                                                         type="PropType">
                                                         </xsd:element>
                                                        <xsd:element
                                                         name="DisplayInfo"
                                                         type="PropType">
                                                         </xsd:element>
                                                    </xsd:sequence>
                                                
    <xsd:sequence maxOccurs="unbounded" minOccurs="0">
                                                        <xsd:any
                                                         processContents="lax"
                                                         maxOccurs="unbounded">
                                                         </xsd:any>
                                                    </xsd:sequence>
                                                </xsd:sequence>
                                            </xsd:complexType>
                                        </xsd:element>
                                    </xsd:sequence>
                                </xsd:complexType>
                            </xsd:element>
                        </xsd:sequence>
                    </xsd:complexType>
                </xsd:element>
                <xsd:element name="CellInfo">
                    <xsd:complexType>
                        <xsd:sequence>
                            <xsd:sequence maxOccurs="unbounded">
                                <xsd:choice>
                                    <xsd:element name="Value"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="FmtValue"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="BackColor"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="ForeColor"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="FontName"
                                     type="PropType"></xsd:element>
                                    <xsd:element 
                                     name="FontSize"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="FontFlags"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="FormatString"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="NonEmptyBehavior"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="SolveOrder"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="Updateable"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="Visible"
                                     type="PropType"></xsd:element>
                                    <xsd:element name="Expression"
                                     type="PropType"></xsd:element>
                                </xsd:choice>
                            </xsd:sequence>
                            <xsd:sequence maxOccurs="unbounded"
                             minOccurs="0">
                                <xsd:any processContents="lax"
                                 maxOccurs="unbounded"></xsd:any>
                            </xsd:sequence>
                        </xsd:sequence>
                    </xsd:complexType>
                </xsd:element>
            </xsd:sequence>
        </xsd:complexType>
        <xsd:complexType name="Axes">
            <xsd:sequence maxOccurs="unbounded">
                <xsd:element name="Axis">
                    <xsd:complexType>
                        <xsd:attribute name="name"
                         type="xsd:string"></xsd:attribute>
                        <xsd:choice minOccurs="0" 
                         maxOccurs="unbounded">
                            <xsd:element name="CrossProduct"
                             type="CrossProductType"></xsd:element>
                            <xsd:element name="Tuples"
                             type="TuplesType"></xsd:element>
                            <xsd:element name="Members"
                             type="MembersType"></xsd:element>
                        </xsd:choice>
                    </xsd:complexType>
                </xsd:element>
            </xsd:sequence>
        </xsd:complexType>
        <xsd:complexType name="CellData">
            <xsd:sequence maxOccurs="unbounded">
                <xsd:element name="Cell">
                    <xsd:complexType>
                        <xsd:attribute name="CellOrdinal"
                         type="xsd:unsignedInt"></xsd:attribute>
                        <xsd:sequence maxOccurs="unbounded">
                            <xsd:choice>
                                <xsd:element name="Value"></xsd:element>
                                <xsd:element name="FmtValue"
                                 type="xsd:string"></xsd:element>
                                <xsd:element name="BackColor"
                                 type="xsd:unsignedInt"></xsd:element>
                                <xsd:element name="ForeColor"
                                 type="xsd:unsignedInt"></xsd:element>
                                <xsd:element name="FontName"
                                 type="xsd:string"></xsd:element>
                                <xsd:element name="FontSize"
                                 type="xsd:unsignedShort"></xsd:element>
                                <xsd:element name="FontFlags"
                                 type="xsd:unsignedInt"></xsd:element>
                                <xsd:element 
                                 name="FormatString"
                                 type="xsd:string"></xsd:element>
                                <xsd:element name="NonEmptyBehavior"
                                 type="xsd:unsignedShort"></xsd:element>
                                <xsd:element name="SolveOrder"
                                 type="xsd:unsignedInt"></xsd:element>
                                <xsd:element name="Updateable"
                                 type="xsd:unsignedInt"></xsd:element>
                                <xsd:element name="Visible"
                                 type="xsd:unsignedInt"></xsd:element>
                                <xsd:element name="Expression"
                                 type="xsd:string"></xsd:element>
                            </xsd:choice>
                        </xsd:sequence>
                    </xsd:complexType>
                </xsd:element>
            </xsd:sequence>
        </xsd:complexType>
        <xsd:element name="root">
            <xsd:complexType>
                <xsd:sequence maxOccurs="unbounded">
                    <xsd:element name="OlapInfo"
                     type="OlapInfo"></xsd:element>
                    <xsd:element name="Axes" type="Axes"></xsd:element>
                    <xsd:element name="CellData"
                     type="CellData"></xsd:element>
                </xsd:sequence>
            </xsd:complexType>
        </xsd:element>
    </xsd:schema>
</root>

The MDDataSet query result is shown below.

    <OlapInfo>
        <AxesInfo>
            <AxisInfo name="Axis0">
                <HierarchyInfo name="Measures">
                    <UName name="[Measures].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Measures].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Measures].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Measures].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Measures].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
            </AxisInfo>
            <AxisInfo name="Axis1">
                <HierarchyInfo name="Store">
                    <UName name="[Store].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Store].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Store].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Store].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Store].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Time">
                    <UName name="[Time].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption 
name="[Time].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Time].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Time].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo
                     name="[Time].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
            </AxisInfo>
            <AxisInfo name="SlicerAxis">
                <HierarchyInfo name="Product">
                    <UName name="[Product].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Product].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Product].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Product].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Product].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Promotion Media">
                    <UName name="[Promotion Media].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Promotion Media].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Promotion Media].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Promotion Media].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Promotion Media].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Promotions">
                    <UName 
name="[Promotions].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Promotions].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Promotions].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Promotions].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Promotions].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Customers">
                    <UName name="[Customers].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Customers].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Customers].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Customers].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Customers].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Education Level">
                    <UName name="[Education
                     Level].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Education
                     Level].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Education
                     Level].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Education Level].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Education
                     Level].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Gender">
                    <UName 
name="[Gender].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Gender].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Gender].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Gender].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo
                     name="[Gender].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Marital Status">
                    <UName name="[Marital
                     Status].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Marital
                     Status].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Marital Status].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Marital Status].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Marital
                     Status].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Store Size in SQFT">
                    <UName name="[Store Size in
                     SQFT].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Store Size in
                     SQFT].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Store Size in
                     SQFT].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Store Size in
                     SQFT].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Store Size in
                     SQFT].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Store Type">
                    <UName name="[Store
                     Type].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Store
                     Type].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Store
                     Type].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Store Type].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Store
                     Type].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
                <HierarchyInfo name="Yearly Income">
                    <UName name="[Yearly
                     Income].[MEMBER_UNIQUE_NAME]"></UName>
                    <Caption name="[Yearly
                     Income].[MEMBER_CAPTION]"></Caption>
                    <LName name="[Yearly
                     Income].[LEVEL_UNIQUE_NAME]"></LName>
                    <LNum name="[Yearly Income].[LEVEL_NUMBER]"></LNum>
                    <DisplayInfo name="[Yearly
                     Income].[DISPLAY_INFO]"></DisplayInfo>
                </HierarchyInfo>
            </AxisInfo>
        </AxesInfo>
        <CellInfo>
            <Value name="VALUE"></Value>
            <FmtValue name="FORMATTED_VALUE"></FmtValue>
        </CellInfo>
    </OlapInfo>
    <Axes>
        <Axis name="Axis0">
            <Tuples>
                <Tuple>
                    <Member Hierarchy="Measures">
                        <UName>[Measures].[Unit Sales]</UName>
                        <Caption>Unit Sales</Caption>
                        <LName>[Measures].[MeasuresLevel]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>131072</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Measures">
                        <UName>[Measures].[Store Cost]</UName>
                        <Caption>Store Cost</Caption>
                        <LName>[Measures].[MeasuresLevel]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>131072</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Measures">
                        <UName>[Measures].[Store Sales]</UName>
                        <Caption>Store Sales</Caption>
                        <LName>[Measures].[MeasuresLevel]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>131072</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Measures">
                        <UName>[Measures].[Sales Count]</UName>
                        <Caption>Sales Count</Caption>
                        <LName>[Measures].[MeasuresLevel]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>131072</DisplayInfo>
                    </Member>
                </Tuple>
            </Tuples>
        </Axis>
        <Axis name="Axis1">
            <Tuples>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[CA]</UName>
                        <Caption>CA</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131077</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q1]</UName>
                        <Caption>Q1</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[CA]</UName>
                        <Caption>CA</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131077</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q2]</UName>
                        <Caption>Q2</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[CA]</UName>
                        <Caption>CA</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131077</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q3]</UName>
                        <Caption>Q3</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[CA]</UName>
                        <Caption>CA</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131077</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q4]</UName>
                        <Caption>Q4</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[OR]</UName>
                        <Caption>OR</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131074</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q1]</UName>
                        <Caption>Q1</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[OR]</UName>
                        <Caption>OR</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131074</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q2]</UName>
                        <Caption>Q2</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[OR]</UName>
                        <Caption>OR</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131074</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q3]</UName>
                        <Caption>Q3</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
                <Tuple>
                    <Member Hierarchy="Store">
                        <UName>[Store].[All Stores].[USA].[OR]</UName>
                        <Caption>OR</Caption>
                        <LName>[Store].[Store State]</LName>
                        <LNum>2</LNum>
                        <DisplayInfo>131074</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Time">
                        <UName>[Time].[1997].[Q4]</UName>
                        <Caption>Q4</Caption>
                        <LName>[Time].[Quarter]</LName>
                        <LNum>1</LNum>
                        <DisplayInfo>131075</DisplayInfo>
                    </Member>
                </Tuple>
            </Tuples>
        </Axis>
        <Axis name="SlicerAxis">
            <Tuples>
                <Tuple>
                    <Member Hierarchy="Product">
                        <UName>[Product].[All Products]</UName>
                        <Caption>All Products</Caption>
                        <LName>[Product].[(All)]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>3</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Promotion Media">
                        <UName>[Promotion Media].[All Media]</UName>
                        <Caption>All Media</Caption>
                        <LName>[Promotion 
                         Media].[(All)]</LName>
                        <LNum>0</LNum>
                        
                        <DisplayInfo>14</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Promotions">
                        <UName>[Promotions].[All Promotions]</UName>
                        <Caption>All Promotions</Caption>
                        <LName>[Promotions].[(All)]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>51</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Customers">
                        <UName>[Customers].[All Customers]</UName>
                        <Caption>All Customers</Caption>
                        <LName>[Customers].[(All)]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>3</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Education Level">
                        <UName>[Education Level].[All Education
                         Level]</UName>
                        <Caption>All Education Level</Caption>
                        <LName>[Education Level].[(All)]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>5</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Gender">
                        <UName>[Gender].[All Gender]</UName>
                        <Caption>All Gender</Caption>
                        <LName>[Gender].[(All)]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>2</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Marital Status">
                        <UName>[Marital Status].[All Marital
                         Status]</UName>
                        <Caption>All Marital Status</Caption>
                        <LName>[Marital Status].[(All)]</LName>
                        <LNum>0</LNum>
                        <DisplayInfo>2</DisplayInfo>
                    </Member>
                    <Member Hierarchy="Store Size in SQFT">
                        <UName>[Store Size in SQFT].[All Store Size in
                         SQFT]</UName>
                        <Caption>All Store Size in SQFT</Caption>
                        <LName>[Store Size in SQFT].[(All)]</LName>
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This section provides links to further information about technologies referred to in this specification. The technologies are listed alphabetically.

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