Creating data in a data store using a dynamic ontology
A method comprises storing an ontology for a data store, wherein the ontology comprises a plurality of data object types and a plurality of object property types. The method also comprises storing a validator for a particular object property type of the plurality of object property types, wherein the validator specifies a permitted value for the particular object property type, and storing a parser definition corresponding to the particular object property type, wherein the parser definition specifying a permitted format for the particular object property type. In addition, the method comprises receiving user input that changes a particular data object type of the plurality of data object types, including changing the particular object property type. Finally, the method comprises updating the validator for the particular object property type, and updating the parser definition corresponding to the particular object property type.
1. A computer-implemented method of managing a dynamic ontology, comprising:
storing, by a processor, an ontology for a data store, wherein the ontology comprises a plurality of data object types and a plurality of object property types;
storing, by the processor, a validator for a particular object property type of the plurality of object property types, the validator specifying a permitted value for the particular object property type;
storing a parser definition corresponding to the particular object property type, the parser definition specifying a permitted format for the particular object property type;
receiving user input that changes a particular data object type of the plurality of data object types, including changing the particular object property type;
updating the validator for the particular object property type;
updating the parser definition corresponding to the particular object property type.
2. The computer-implemented method of claim 1 , the user input changing a name, a location, a base type, or a graphical icon of the particular data object type.
3. The computer-implemented method of claim 1 , the user input changing a set of associated words or a display formatter for the particular object property type.
4. The computer-implemented method of claim 1 , updating the parser definition comprising receiving a user selection of a new parser type from a plurality of parser types, including a regular expression or a code module.
5. The computer-implemented method of claim 1 , updating the parser definition comprising receiving a user specification of one or more constraints, default values, or other attributes of the parser definition.
6. The computer-implemented method of claim 1 , updating the parser definition comprising receiving a user specification of a regular expression.
7. The computer-implemented method of claim 1 , updating the validator comprising receiving a user specification of a regular expression.
8. The computer-implemented method of claim 1 , further comprising:
receiving input data;
creating modified data from the input data using the parser definition;
determining that the modified data matches the validator;
storing, in response to the determining, the modified data in an object property instance of the particular object property type.
9. The computer-implemented method of claim 1 , further comprising:
receiving input data;
identifying a data object type associated with a row of one or more rows of the input data and an object property type associated with each field of one or more fields of the row;
selecting a set of parser definitions associated with the one or more object property types.
10. The computer-implemented method of claim 9 , further comprising:
for each parser definition of the set of parser definitions, determining that the parser definition matches a corresponding field and creating a property instance of a corresponding object property type;
creating an object instance of the data object type;
storing the object instance in a database.
11. A computer-readable, non-transitory storage medium storing computer-executable instructions, which when executed cause one or more processors to perform a method of managing a dynamic ontology, the method comprising:
storing an ontology for a data store, wherein the ontology comprises a plurality of data object types and a plurality of object property types;
storing a validator for a particular object property type of the plurality of object property types, the validator specifying a permitted value for the particular object property type;
storing a parser definition corresponding to the particular object property type, the parser definition specifying a permitted format for the particular object property type;
receiving user input that changes a particular data object type of the plurality of data object types, including changing the particular object property type;
updating the validator for the particular object property type;
updating the parser definition corresponding to the particular object property type.
12. The computer-readable, non-transitory storage medium of claim 11 , the user input changing a name, a location, a base type, or a graphical icon of the particular data object type.
13. The computer-readable, non-transitory storage medium of claim 11 , the user input changing a set of associated words or a display formatter for the particular object property type.
14. The computer-readable, non-transitory storage medium of claim 11 , updating the parser definition comprising receiving a user selection of a new parser type from a plurality of parser types, including a regular expression or a code module.
15. The computer-readable, non-transitory storage medium of claim 11 , updating the parser definition comprising receiving a user specification of one or more constraints, default values, or other attributes of the parser definition.
16. The computer-readable, non-transitory storage medium of claim 11 , updating the parser definition comprising receiving a user specification of a regular expression.
17. The computer-readable, non-transitory storage medium of claim 11 , updating the validator comprising receiving a user specification of a regular expression.
18. The computer-readable, non-transitory storage medium of claim 11 , the method further comprising:
receiving input data;
creating modified data from the input data using the parser definition;
determining that the modified data matches the validator;
storing, in response to the determining, the modified data in an object property instance of the particular object property type.
19. The computer-readable, non-transitory storage medium of claim 11 , the method further comprising:
receiving input data;
identifying a data object type associated with a row of one or more rows of the input data and an object property type associated with each field of one or more fields of the row;
selecting a set of parser definitions associated with the one or more object property types.
20. The computer-readable, non-transitory storage medium of claim 19 , the method further comprising:
for each parser definition of the set of parser definitions, determining that the parser definition matches a corresponding field and creating a property instance of a corresponding object property type;
creating an object instance of the data object type;
storing the object instance in a database.