Method and system for inferring a schema from a hierarchical data structure for use in a spreadsheet

• US 20040172591A1
• Filed: 02/28/2003
• Published: 09/02/2004
• Est. Priority Date: 02/28/2003
• Status: Active Grant

• Current Assignee: Microsoft Technology Licensing LLC (Microsoft Corporation)
• Original Assignee: Microsoft Corporation
• Inventors: McCormack, Michael J., Lynch, Kelly J., Burke, Eoin, Rothschiller, Chad, Dumas, Roy E.
• Granted Patent: US 6,990,632 B2
• Time in Patent Office: Days
• US Class Current: 715/503
• CPC Class Codes: G06F 16/84 Mapping; Conversion

Abstract

A method and system are provided for inferring a schema from an electronic document containing hierarchical data for use in a spreadsheet application program. The electronic document containing the hierarchical data is received into an application program. The application program may be a spreadsheet application program. The format of the hierarchical data structure may be XML. The hierarchical data includes a set of nodes making up the structure of the hierarchical data. The nodes may be XML elements and attributes. The hierarchical data is then parsed to discover one of the nodes in the hierarchical data. Once the node has been discovered, content associated with the discovered node is saved to a memory location in the computer system. The content may include data associated with the discovered node and the type of data associated with the node. The hierarchical data is then parsed again to discover subsequent nodes until the content for all of the nodes has been saved to the memory location. Then a schema generator generates schema elements using complex rules based on the particular qualities of each discovered node for each discovered node until a schema is generated for the hierarchical data.

Claims

1. A method for inferring a schema from an electronic document containing hierarchical data comprising:

in an application program, receiving the electronic document containing the hierarchical data, wherein the hierarchical data includes a plurality of nodes;

(a) parsing the hierarchical data in the electronic document to discover one of the plurality of nodes;

(b) saving a plurality of content associated with the discovered node to a memory location;

(c) repeating tasks (a)-(b) until the plurality of content for each discovered node has been saved to the memory location; and

generating the schema based on the plurality of content saved for each discovered node.

2. The method of claim 1, wherein saving the plurality of content associated with the discovered node to a memory location comprises:

determining whether the discovered node has previously been discovered;

if the discovered node has been previously discovered, then

storing a first indicator indicating that the node is a repeating node in the memory location; and

examining the content associated with the repeating node and updating the memory location with a data type of the repeating node; and

if the discovered node has not been previously discovered, then saving the plurality of content associated with the discovered node to the memory location.

3. The method of claim 1, wherein the plurality of content comprises data associated with the discovered node, wherein the data includes XPath information for locating the discovered node, namespace information, and data type.

4. The method of claim 3, further comprising determining a data type for the data associated with the discovered node.

5. The method of claim 4, wherein determining a data type for the data associated with the discovered node comprises:

comparing the data associated with the node to a list of known data types; and

determining the data type based on the list of known data types.

6. The method of claim 2, further comprising determining the relationship between each discovered node in the plurality of discovered nodes prior to generating the schema.

7. The method of claim 6, wherein determining the relationship between each discovered node in the plurality of discovered nodes prior to generating the schema comprises:

determining at least one hierarchical relationship among the plurality of discovered nodes by examining the content saved for the plurality of nodes in the memory location, wherein the at least one hierarchical relationship includes a parent-child relationship.

8. The method of claim 7, wherein generating the schema based on the plurality of content saved for each discovered node comprises:

retrieving the plurality of content for each discovered node in the plurality of discovered nodes from the memory location in the memory; and

generating schema elements for each discovered node in the plurality of discovered nodes based on the retrieved plurality of content, wherein the schema elements are generated starting from a root node and continuing to one or more child nodes in the plurality of discovered nodes, and wherein the schema elements represent the schema for the hierarchical data.

9. The method of claim 8, wherein generating schema elements for each discovered node based on the retrieved plurality of content comprises:

determining whether each discovered node is a repeating node;

if any of the discovered nodes is repeating, determining if the repeating nodes are repeating out of sequence;

if the repeating nodes are repeating out of sequence, specifying the occurrences of the repeating nodes as unbounded;

determining whether any of the discovered repeating nodes has any child nodes;

if any of the discovered repeating nodes have any child nodes, determining if any of the child nodes are repeating;

if none of the child nodes node are repeating nodes, annotating the discovered child nodes with an all compositor;

if any of the child nodes are repeating nodes, determining whether any of the repeating child nodes are repeating out of sequence;

if any of the child nodes are repeating out of sequence, annotating the child nodes with a sequence compositor; and

if any of the child nodes are repeating in sequence, annotating the child nodes with a sequence unbounded compositor.

10. The method of claim 1, wherein the discovered node is an XML element.

11. The method of claim 1, wherein the discovered node is an XML attribute.

12. The method of claim 1, wherein the hierarchical data is XML data.

13. The method of claim 1, wherein the application program is a spreadsheet application program.

14. A computer-readable medium having computer-executable instructions for executing the method of claim 1.

27. The system of claim 1, wherein the application program is a spreadsheet application program.

15. A computer system for inferring a schema from an electronic document containing hierarchical data comprising:

a memory for storing the hierarchical data, wherein the hierarchical data includes a plurality of nodes;

a parser for receiving the hierarchical data from the memory and parsing the hierarchical data in the electronic document to discover one of the plurality of nodes;

a logical memory module for;

(a) receiving the discovered node from the parser;

(b) determining a plurality of content associated with the discovered node; and

(c) saving the plurality of content associated with the discovered node to a memory location in the memory;

(d) repeating tasks (a)-(c) until the plurality of content for each discovered node has been saved to the memory location in the memory; and

a schema generator module for generating the schema based on the plurality of content saved for each discovered node.

16. The system of claim 15, wherein in saving the plurality of content associated with the discovered node to a memory location in the memory, the logical memory module:

determines whether the discovered node has previously been discovered;

if the discovered node has been previously discovered, then

stores a first indicator indicating that the node is a repeating node in the memory location in the memory; and

saves the content associated with the repeating node to the memory location in the memory; and

if the discovered node has not been previously discovered, then saves the plurality of content associated with the discovered node to the memory location in the memory.

17. The system of claim 15, wherein the plurality of content comprises data associated with the discovered node, wherein the data includes XPath information for locating the discovered node, namespace information, and data type.

18. The system of claim 17, wherein the logical memory module determines a data type for the data associated with the discovered node.

19. The system of claim 18, wherein in determining a data type for the data associated with the discovered node, the logical memory module:

compares the data associated with the node to a list of known data types; and

determines the data type based on the list of known data types.

20. The system of claim 16, wherein the logical memory module determines at least one hierarchical relationship among the plurality of discovered nodes by examining the content saved for the plurality of nodes in the memory location, wherein the at least one hierarchical relationship includes a parent-child relationship.

21. The system of claim 20, wherein in determining the relationship between each discovered node in the plurality of discovered nodes, the logical memory module:

determines whether any of the plurality of discovered nodes has a parent node; and

if any of the plurality of discovered nodes has a parent node, stores a second indicator indicating that the discovered node is a child node of the parent node in the memory location in the memory.

22. The system of claim 21, wherein in generating the schema based on the plurality of content saved for each discovered node, the schema generator module:

retrieves the plurality of content for each discovered node in the plurality of discovered nodes from the memory location in the memory; and

generates schema elements for each discovered node in the plurality of discovered nodes based on the retrieved plurality of content, wherein the schema elements are generated starting from a root node and continuing to one or more child nodes in the plurality of discovered nodes, and wherein the schema elements represent the schema for the hierarchical data.

23. The system of claim 22, wherein in generating schema elements for the discovered node based on the retrieved plurality of content, the schema generator module:

determines whether each discovered node is a repeating node;

if any of the discovered nodes is repeating, determines if the repeating nodes are repeating out of sequence;

if the repeating nodes are repeating out of sequence, specifies the occurrences of the repeating nodes as unbounded;

determines whether any of the discovered repeating nodes has any child nodes;

if any of the discovered repeating nodes have any child nodes, determines if any of the child nodes are repeating;

if none of the child nodes node are repeating nodes, annotates the discovered child nodes with an all compositor;

if any of the child nodes are repeating nodes, determines whether any of the repeating child nodes are repeating out of sequence;

if any of the child nodes are repeating out of sequence, annotates the child nodes with a sequence compositor; and

if any of the child nodes are repeating in sequence, annotates the child nodes with a sequence unbounded compositor.

24. The system of claim 15, wherein the discovered node is an XML element.

25. The system of claim 15, wherein the discovered node is an XML attribute.

26. The system of claim 15, wherein the hierarchical data is XML data.