WO2001031427A9 - Method and system for automatically generating an application program based upon data characteristics - Google Patents
Method and system for automatically generating an application program based upon data characteristicsInfo
- Publication number
- WO2001031427A9 WO2001031427A9 PCT/US2000/029222 US0029222W WO0131427A9 WO 2001031427 A9 WO2001031427 A9 WO 2001031427A9 US 0029222 W US0029222 W US 0029222W WO 0131427 A9 WO0131427 A9 WO 0131427A9
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- data
- gui
- generating
- objects
- data set
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Ceased
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Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F8/00—Arrangements for software engineering
- G06F8/30—Creation or generation of source code
- G06F8/38—Creation or generation of source code for implementing user interfaces
Definitions
- This invention relates to techniques for automatically generating application programs. More particularly, the invention relates to techniques for generating a custom application program based upon a characterization of a data source.
- the characterization process can be performed automatically, according to a user specification, or by a combination of these approaches.
- programmers typically spend substantial time on user interface development.
- application programs focused on system functionality, with the user interface as a secondary consideration.
- GUI graphical user interface
- Web browser technology has further increased the demands on interface programming by introducing additional graphics and layout options.
- programmers today spend a large percentage of their efforts in the design and layout of data.
- content data is still difficult to effectively access, explore and manipulate, and many application interfaces are non-standard.
- the time required to develop applications makes it difficult for programmers to keep up with the need for application programs, especially programs that provide customized access to specific data sets. Huge stores of valuable content data may be found in databases on older computer systems that are difficult to use or otherwise inaccessible.
- legacy databases are a major bottleneck for organizations that wish to provide access to this data, and for users who want to access to legacy data.
- data lists are available over the Internet, such as phone listings, classified advertisements, product catalogs, "best of lists, newspaper summaries, sports data, financial data, message boards, newsgroups, and more.
- access to legacy data and to much of the data available over the Internet is through conventional browsers and other systems that display content data as long sequences of single view web pages which allow no manipulation, or as text files which require additional programming for proper viewing and manipulation. Viewing information lists in a typical web browser is slower and more difficult to comprehend than viewing lists in a custom application program.
- the automatic application generation method and system described herein operates by characterizing patterns within a data set, using these characterizations to generate objects that encapsulate the data, and using the generated objects to automatically build a full- featured application program.
- the characterization process can be performed automatically, according to direct user specification, or via a hybrid of these two methods. This allows a flexible combination of automation and user control.
- the instant invention utilizes the unique characteristics of a given data set to automatically generate a custom application program.
- the invention may be described as 'data-driven' or 'data-centric' application program generation.
- a simple list of data intrinsically contains characteristics and patterns that can be used to create a full-featured list viewing application, and not just a 'page-by-page' view of the list data.
- a full-featured application is one in which multiple viewing formats such as lists, grids, cards, detail views, calendars, reports, drop down lists, drag & drop views, and graphs of the data are provided; where there is a full complement of support functions such as interaction widgets and dialogs; where the user can manipulate the data; and where the user can interact with the multiple data views.
- the computerized method and system for generating an application program initially characterizes an initial data set. Characterization may be fully-automated, manually specified, or may combine both approaches. The automatic characterization is based on an adaptable set of pattern matching algorithms, heuristics and hinting mechanisms. User driven characterization may use a characterization editor, a preferences file or other method of obtaining and recording a user's data characterization preferences. In the hybrid approach, the data is automatically characterized unless a manual specification is given. Based on the characterization of the data set, any number of graphical user interface objects ("GUI objects”) are produced. The GUI objects thus encapsulate characteristics of the content data that are useful in producing a full-featured application program.
- GUI objects graphical user interface objects
- an intermediate data source may be generated in a neutral format to provide access to raw data
- a set of query objects is generated to populate the GUI objects with data from the data source
- a set of transaction objects are generated that structure the GUI objects
- a set of control objects are generated to provide additional application support.
- the GUI objects may be flexibly assembled into a full- featured application program.
- This application program may be executed to allow access to, and manipulation of, the underlying content data source.
- Several automated methods of detecting characteristics of the initial data source are part of the application generation system. For example, the system is capable of detecting a date/time data field in the initial data source.
- GUI objects that specifically encapsulate calendar object types and provide other information that describes the calendar objects to the application generation system, thus customizing the generated application to the underlying calendar data.
- numeric data are detected, one or more GUI objects may be generated, such as a graphical GUI object.
- URL Uniform Resource Locator
- any regular expression or other form of pattern matching may be used so that when the pattern specified by the regular expression is matched a specific GUI object is generated.
- the data characterization method used to generate the GUI objects takes special note of columnar or tabular data.
- columns of data are recognized in an initial data source and may be characterized individually. If columnar data are recognized then the application program generation system identifies column headings and uses these headings as field names. If no column headings are located or if the column headings are difficult to characterize then the automatic program generation system provides a set of default behaviors that may be overridden by user preferences.
- An additional feature of the data characterization method described herein is the ability to detect repeated data values and generate a lookup table containing only the unique values.
- the lookup tables may be used to generate views that are grouped by common lookup values. For example, if a lookup table is created for states, then views can easily be grouped 'by state'. Additionally, the lookup tables may be used in the construction of drop down lists, described hereinbelow. The lookup tables can also provide data compaction since many large business data tables contain highly repetitive data and the lookup table is a more concise representation of the data.
- the automatic application generation system As the GUI objects are generated, the automatic application generation system generates one or more queries associated with each GUI objects. These queries each provide access to the portion of the data set encapsulated in. an associated GUI object. The queries are used at run time to populate the GUI object with content data from the intermediary data source.
- a plurality of transaction objects are also created that structure and organize the GUI objects.
- a plurality of additional control objects are created to provide overall program structure and additional interface options. For example, an application object specifies the application name and an intermediary data source, and an outbar object creates a selection bar with shortcuts to the underlying GUI object views.
- the final application program is created when the GUI objects, transaction objects and control objects are parsed and read by an application shell program, which may be a data-centric browser, that creates instances of the GUI objects, transaction objects, and control objects, and assembles these objects into the final application program.
- an application shell program which may be a data-centric browser, that creates instances of the GUI objects, transaction objects, and control objects, and assembles these objects into the final application program.
- GUI objects generally consists of a calendar view object, a grid view object, a card view object, a tree view object, a drag & drop list object, a report view object, a graph view object, a drop down list object, and a detail view object.
- Further GUI objects may be developed by users or programmers and may be transparently integrated with the automatic application generation system. GUI objects may also be retrieved or transmitted via a telecommunications connection or the Internet. Thus, GUI objects form a basis for information sharing among many geographically remote computers which may be of different makes and models running different operating systems and application environments. GUI objects may also be stored on virtually any type of computer readable media as a concise and cost effective way to distribute content data. For example, a set of GUI objects may be stored and distributed on diskettes or CD-ROMs.
- FIG. 1 is a block diagram of an exemplary automatic application generation system in accordance with one embodiment of the present invention
- Figure 2 is a functional block diagram of the computing apparatus of Figure 1 that automatically generates computer applications
- FIG. 3 is a flow diagram showing the flow of data in accordance with one embodiment of the present invention.
- Figure 4 is a flow chart showing a process for automatically generating a computer application in accordance with the present invention
- Figure 5 is a flow chart showing a process for automatically creating an intermediary data source
- Figure 6 is a flow chart showing a process for automatically building GUI objects, associated queries and view building transactions from the intermediary data source
- Figure 7 is a flow chart showing a process for building GUI objects, associated queries and view building transactions from the intermediary data source based upon a user specification
- Figure 8 is a flow chart showing a process for creating the view building transactions in accordance with one embodiment of the present invention.
- Figures 9a-9e are exemplary screen displays of an integrated application program generated in accordance with the present invention.
- DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS As a general overview, the present invention is a method and system for automatically generating an application program based upon data characteristics.
- the method and system takes a initial data source, which may be derived from a database system, legacy
- GUI graphical user interface
- GUI objects 10 transaction objects and other objects to create views of the GUI objects, which are populated with data by executing the associated queries on the intermediary data source.
- the user of the automatically generated program can view, navigate, and modify content data via the GUI objects and the intermediary data source.
- Figure 1 shows a block diagram of an automatic application program generation system in accordance with one embodiment of the present invention. Illustrated in Figure 1 is an initial data source 102, which may contain any form of data such as information stored in a database system, information stored as a set of files in a computer file system, legacy data, Internet data, or information deriving from another source,
- the data source 102 may reside on a remote computer, as in a client/server or web-based architecture, or the data source may reside on a local computer.
- the data contained in the data source 102 are retrieved by an automatic application generation system 104 and processed to generate a computer application program
- the computer application program 106 allows a user to read, navigate, and modify the underlying data that was retrieved from the data source 102. More generally, the automatically generated application program 106 accomplishes the full range of tasks that may be implemented in a full-featured application program such as would typically be handcrafted.
- FIG. 30 Figure 2 shows a block diagram of the automatic application generation system 104.
- the apparatus has a central processor unit (CPU) 204 that is coupled to, and accesses memory devices 202 and input / output devices 206.
- the memory devices 202 may include random access memory, disk storage and other forms of volatile or non- volatile storage.
- the input / output devices 206 may include user interface devices, network interfaces, and other computing peripherals. These hardware elements may be conventional elements such as in a mainframe computer, personal computer, laptop computer, handheld
- a set of rules 210 determine how the application generator 208 characterizes the initial data source and generates GUI objects, transaction objects and other application program description objects 206.
- the rules 210 describe how the GUI objects 310 are
- a default set of predetermined rules 210 may be used, such as by being hard coded into the application generator, or the rules 210 may be modified by a user of the automatically generated application 106, such as by using user preferences dialog or incorporating a
- the application generator 208 also accesses the initial data source 102 to generate an intermediate data source.
- the application program encapsulation 302 contains one or more application level objects 306, an intermediate data source 314 containing one or more data tables 316, and a plurality of control objects 324.
- Each of the application level objects 306 is a concise, high-level representation of a portion of an
- GUI objects 308 Each GUI object 308 is supported by a corresponding query object 310 that is used to populate the corresponding GUI object instance 322 with data.
- the transaction objects 312 structure the GUI objects 308 into interactive display views.
- the intermediary data source 314 includes one or more DBMS tables 316,
- the intermediate data source may be derived from the initial data source 102 or also may be created or accessed while the generated application program is running. In the case where data is available only after the generated application program is running, the data tables 316 in the intermediary data source 314 are empty or are not generated, and data is obtained from the available data source.
- the set of control objects 324 included in the encapsulated application program 302 provide overall structure and interface elements for the generated application program, such as the title of the generated application program, such as folders, menus, outbars and other standard user interface features and controls.
- the generated application program 106 is created from the application program encapsulation 302 by an application shell program, which may be a data centered browser or other program.
- the application level objects 308 are instanced as application specific objects 318.
- Each application level object 318 combines a transaction object instance 320 with one or more GUI object instances 322.
- the application shell program interprets a GUI object 308 and populates a corresponding GUI object instance 322 with data using the query 310 associated with the GUI object 308.
- a GUI object instance 322 is structured into a specific display by a transaction object 320 to present content data.
- GUI object 308 is a general schema, structure and description for encapsulating data and program information while a GUI object instance 322 is fully functional application program interface element that enables direct user interaction with a data set.
- GUI object types 308 including: grid objects, card objects, detail objects, tree view objects, calendar objects, graphic objects, drag & drop objects, drop down list objects, and report objects.
- additional GUI object types 308 may be defined at the user or system level to customize the application generator to specific data environments. Examples of specific GUI object types 308 are described hereinbelow.
- a grid GUI object encapsulates data that may be displayed as a set of rows and columns. Examples of grid data include data that may be a series of cells or fields arranged in a configuration of rows and columns.
- Grid data may come from computer spreadsheet programs such as LOTUS 123 or EXCEL, or a variety of other sources.
- An exemplary grid GUI object is shown as 802 in the screen display in Figure 9a.
- a card GUI object encapsulates data that would traditionally be represented on a card or card index. For example, business cards, addresses, recipes, or any data that might used in card-oriented data management systems such as HYPERCARD or SUPERCARD.
- An exemplary card GUI object is shown as 862 in the screen display in Figure 9e.
- a detail GUI object encapsulates a series of fields for different data types such as text, formatted text, integers, numeric ranges, and other data types without limitations. Detail view GUI objects are particularly useful in conjunction with other GUI objects such as grid GUI objects.
- An exemplary detail GUI object is shown as 903 in the screen display in Figure 9a.
- a tree view GUI object encapsulates data which may be represented in a hierarchical form. For example, the directory structure of a computer file system, a family tree, or a decision tree may all be represented by a tree GUI object.
- An exemplary tree view GUI object is shown as 940 in the screen display in Figure 9c.
- a calendar GUI object can encapsulate data representing dates and times.
- An exemplary calendar GUI object is shown as 950 in the screen display in Figure 9d.
- a graph GUI object can represent numerical information and the relationships among quantitative data.
- An exemplary graph GUI object is shown as 930 in the screen display in Figure 9b.
- a report GUI object can represent larger collections of text and data, including memoranda, articles, web pages, and virtually any type of structured or unstructured data.
- An exemplary report GUI object is shown as 942 in the screen display in Figure 9c.
- a drop down list GUI object displays a list from which items can be easily selected. The drop down list items are generally used to display and access data that may be stored in a lookup table.
- An exemplary drop down list GUI object is shown as 956 in Figure 9d.
- a drag & drop list GUI object displays a grid from which items can be dragged from one view and dropped into another other view.
- An exemplary drag and drop GUI object is shown as 954 in Figure 9d.
- the initial data source is opened.
- the data from the original data source is characterized to determine the patterns inherent in the data.
- this characterization of the source data is accomplished automatically according to various specially formulated rules or heuristics.
- the initial data source is explicitly characterized by a user. For example, the user can identify the data or field types of each column of data in a proposed or actual data source.
- automatic and user characterizations may be combined. The application generation system may initially characterize all of the data automatically, and then allow the user to override the automatic characterizations and explicitly characterize certain portions of the data.
- source data representing dates or times may be automatically recognized by matching the source data 102 with standard patterns that represent dates. This same source data could also be specified by a user to represent simple text strings or generic numeric data.
- a plurality of GUI objects are generated based on the data characterization.
- the intermediate data source 314 and associated data tables 316 are generated.
- Queries 310 associated with the GUI objects are generated in step 410 and transactions associated with the GUI objects are generated in step 412.
- control objects which provide additional program support and control are generated.
- the program generation terminates at step 416.
- Figure 5 is a flow chart that describes the process of creating the intermediary data source 314 and associated DBMS tables 316.
- the initial data source is opened, or otherwise retrieved.
- the application generator 104 scans for columns of data, which may be an arbitrary slice of data in a non-tabular data set, and retrieves the data column, step 506.
- the application generator 208 characterizes an initial set of columns of the source data 102 as identifying fields to better obtain context information. In the preferred embodiment, the first four fields are used as identifying fields.
- the application generator determines if the column is a known data type, step 508.
- the specific data type is determined in step 510 by characterizing the data through detecting known patterns. If the column does not contain a known data type, then a default column type is created, step 512, such as alphanumeric or text.
- the automatic program generation system detects if there are remaining columns of data. If columns of data remain then the program returns to step 506 and retrieves another column of data. Otherwise the automatic program generation system continues on to step 514 and creates a new data table in the data source for storing the characterized data.
- a new data table 316 is created in step 514 and data from the initial data source 102 is retrieved and loaded into a new database table 310, step 516.
- Source data 102 is then added to the data table.
- the data table is analyzed, step 518, to determine if the field contains repetitive data. If there are repeating fields in the source data 102, then the application generator 104 creates a lookup table to store the repetitive data, step 522. Once the table is created it may be linked to other data tables, step 524. Thus, additional instances to the repeating data will reference the lookup table. If more data fields are available, the application generator then returns to step 518 and processes additional data.
- the application generator continues to step 530 and terminates.
- identifying fields which specify information about the type and structure of the underlying data. For example, the leftmost columns of data tend to have important data, such as a time sequence, that relates to the other columns of data. For this reason, the application generation system obtains identifying fields from left to right, in the preferred embodiment the first four columns of data in a tabular data source are used to obtain identifying fields.
- Figure 6 presents an alternative embodiment to the process of automatic characterization of the initial data source.
- object characterizations as well as field names in some embodiments, are obtained from a user in step 602.
- the user specified characterization may be accomplished interactively through a guided series of dialog boxes, such as a wizard program, or may be accomplished via a control file, stored preferences, program control, or other user specification method.
- These user specified data characterizations can be flexibly intercombined with the automated data characterization and may be used to selectively override automated data characterizations.
- the user specified characterizations may be stored and used again without reentry by the user. Thus, the application may be regenerated without reentering characterization information.
- a data source is then opened in step 604.
- the automatic program generation system creates a new data table 316 in the intermediary data source 314, step 606.
- Template data tables are created in step 608.
- the user may indicate repetitive data fields in step 610. If repeating values are indicated by the user in step 610 then a template lookup table is created in step 612 and linked with the other tables in step 614.
- the template lookup table does not actually contain the values of repeating data, but is structured to receive these data when they become available at run time.
- the automatic program generator proceeds to step 618 and terminates.
- GUI objects, associated queries and control objects are created as described in Figure 7.
- each identifying and lookup table is processed.
- a grid GUI object is built that contains each column of data.
- a detail GUI object is created that contains all of the relevant source data 102 for a grid field.
- a card GUI object is created.
- a drop down list GUI object is created.
- a tree GUI object is created.
- the application generation system tests for the presence of a date/time fields, step 716. Ifthere are data or time fields then a calendar object is created, step 718.
- the application generation system looks for the presence of numeric data. If numeric data is detected then a graphical GUI object is created, step 722.
- a report GUI object is created and is linked to a grid GUI object.
- query objects are created that provide access to the intermediary data source 314 to populate the GUI objects 320 with content data.
- each query is also associated with an intermediary source data table and a related GUI object.
- transaction object instances are created that assemble the GUI objects and associated query objects into fully functional view. If more fields remain, the program continues iterating, returns to step 702, and creates additional GUI objects. Ifthere are no remaining data fields then the program generator 104 continues to step 730 and terminates.
- Figure 8 describes the processing steps for creating transaction objects that structure and link the GUI objects.
- a GUI object transaction is created.
- the program generator creates a grid transaction in step 812 and links the grid elements to associated Detail GUI objects.
- the program generator creates a card transaction and links the card GUI object with a n associated detail GUI object.
- the program generator creates a tree transaction step 832, links the tree transaction with an associated card GUI object, and further links the associated card GUI with an associated detail GUI object.
- the application program generator creates a report GUI object transaction, step 842.
- the application program generator creates a graph transaction, step 852.
- the application program generator creates a drop down list transaction, step 862.
- Figs 9a-9e show screen displays from a generated application program 106 including component GUI objects 320.
- Figure 9a shows a screen display with a grid GUI object instance 902 and an associated detail record showing further information for a selected grid row 904.
- the application generation rules automatically link the grid view GUI object instance 902 with the detail view GUI object instance 904 allowing the user to 'drill- down' into the grid GUI object instance.
- 'drill-down' operations occur when the user selects a GUI object element and requests further, more detailed information.
- Figure 9a also shows a full application program, implemented as a stand alone browser, that includes a fully functioning menu bar 906, short cut list 908, window controls 910, scroll bars 912, resize controls 914, a status line 916 and other application program controls which may be determined at runtime by the specific target environment.
- Figure 9b shows a generated application program screen with a graph GUI object 930 displayed using the full application screen.
- Figure 9c shows a generated application program screen with a tree GUI object 940 and homepage GUI object 942 displayed.
- Figure 9d shows a generated application program screen with a calendar GUI object 950, detail GUI object 952, drag & drop GUI object 954 displayed.
- Figure 9e shows a generated application program screen with a card GUI object 962, detail GUI object 964 and tree GUI object 960 displayed.
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Abstract
Description
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Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| AU80310/00A AU8031000A (en) | 1999-10-22 | 2000-10-23 | Method and system for automatically generating an application program based upondata characteristics |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US42582899A | 1999-10-22 | 1999-10-22 | |
| US09/425,828 | 1999-10-22 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| WO2001031427A1 WO2001031427A1 (en) | 2001-05-03 |
| WO2001031427A9 true WO2001031427A9 (en) | 2002-07-04 |
Family
ID=23688199
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| PCT/US2000/029222 Ceased WO2001031427A1 (en) | 1999-10-22 | 2000-10-23 | Method and system for automatically generating an application program based upon data characteristics |
Country Status (2)
| Country | Link |
|---|---|
| AU (1) | AU8031000A (en) |
| WO (1) | WO2001031427A1 (en) |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7668745B2 (en) * | 2004-07-15 | 2010-02-23 | Data Solutions, Inc. | Human resource assessment |
| US7668746B2 (en) * | 2004-07-15 | 2010-02-23 | Data Solutions, Inc. | Human resource assessment |
| US9644396B2 (en) | 2013-01-14 | 2017-05-09 | Kiosk Information Systems, Inc. | Systems and methods for modular locking |
| US20160139888A1 (en) * | 2014-11-14 | 2016-05-19 | Appsfreedom, Inc. | Automated app generation system |
| CN110347564A (en) * | 2019-05-24 | 2019-10-18 | 平安普惠企业管理有限公司 | Data creation method and device, electronic equipment, storage medium |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6075530A (en) * | 1997-04-17 | 2000-06-13 | Maya Design Group | Computer system and method for analyzing information using one or more visualization frames |
-
2000
- 2000-10-23 AU AU80310/00A patent/AU8031000A/en not_active Abandoned
- 2000-10-23 WO PCT/US2000/029222 patent/WO2001031427A1/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| WO2001031427A1 (en) | 2001-05-03 |
| AU8031000A (en) | 2001-05-08 |
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