Abstract:
Software typically changes over its useful lifetime. New versions of software are created to change or improve functionality, to add functionality, to correct coding errors, improve performance, to adapt to new hardware and for many other well-known reasons. The process of delivering new versions of software to users is called servicing the software. The operating system decides which version(s) of a piece of software satisfy dependencies of other software by creation of a context. The context may be used to organize and manage versions of software, to declare activation policies concerning the use of different versions of software and to service the versioned software. The context may include an activation service that maintains and manages resolution polices, resolves dependencies, constructs the environment in which an application runs and initiates the running of the software.

Description:
BACKGROUND  
       [0001]     Software typically changes over its useful lifetime. New versions of software are created to change or improve functionality, to add functionality, to correct coding errors, improve performance, to adapt to new hardware and for many other well-known reasons. The process of delivering new versions of software to users is called servicing the software.  
         [0002]     A typical operating system does not know what executable software resides on the machine nor does it know what system or software resources are needed by the software to execute. It follows, therefore, that the operating system can have no knowledge of how or if one piece of software depends on another and will be unable to determine if a particular piece of software will run. This state of affairs makes it difficult to properly service software. For example, in the course of installing new software, one version of a program relied on by an existing piece of software may be overwritten with a new version, rendering the existing piece of software inoperable. The operating system is unable to prevent this from happening because it does not know that the existing piece of software needs a different version of the program.  
       SUMMARY  
       [0003]     The operating system manages a set of software entities by creating a construct called a context that organizes and manages software-related state and enables software to be serviced through versioning. Software-related state includes the condition of the software entities themselves, their property settings, versioning information and the setting of activation policies. The context may include an installation service and an activation service. The installation service is responsible for installing, uninstalling and servicing software entities within its context. The installation service keeps track of what software is installed and available within the context, the version of the installed software, what resources are needed by the software to run and makes installed software entities available to the activation service. The activation service maintains and manages resolution polices, resolves dependencies, constructs the environment in which an application runs and initiates the running of the software.  
         [0004]     One type of software entity managed by the context is a software item. A software item is a uniquely-identified unit comprising a piece of program code (source and/or executable) accompanied by metadata. The metadata may be provided in the form of a manifest. Metadata may include versioning information, dependencies, and other information. A dependency refers to the requirement of one software entity for a second software entity. A software item may have a dependency on one or more other software items. One or more ranges of versions of software items which can be used to satisfy a dependency may be expressed as part of a dependency declaration. When multiple ranges of versions satisfy a dependency, an order of preference may be provided for the ranges. Also, ranges of versions of software items which are inadequate to solve the dependency may be declared.  
         [0005]     A software item comprising code and metadata is received by an installation service. A global policy table provides a mechanism for system administrators to set policy. A calculated local dependency table is created for each software item by filtering software dependencies reflected in the local dependency table through entries in the global policy table. An activation service includes a dependency resolution mechanism that resolves conflicts between dependencies and returns a solution set. Each solution of the solution set includes a set of software items with all their dependencies satisfied under the restrictions described in the policy as well as in the dependency requirements of the included software. A single solution is selected from the set of possible solutions. An activation schema is generated using the selected solution 
     
    
     BRIEF DESCRIPTION OF THE DRAWINGS  
       [0006]     In the drawings:  
         [0007]      FIG. 1  is a block diagram illustrating an exemplary computing environment in which aspects of the invention may be implemented;  
         [0008]      FIG. 2  is a block diagram of a system for servicing software through versioning in accordance with some embodiments of the invention; and  
         [0009]      FIG. 3  is a flow diagram of a method for servicing software through versioning in accordance with some embodiments of the invention. 
     
    
     DETAILED DESCRIPTION  
       [0000]     Overview  
         [0010]     An operating system according to some embodiments of the present invention is aware of what executable software resides on the machine and what resources, including other software entities, are needed by the software to execute. The operating system is aware of how or if one piece of software depends on another and is able to determine if a particular piece of software will run. The operating system is aware of what other software is needed for the software to run.  
         [0011]     Servicing software entities makes a different (usually newer) version of the software available to the system, and may include the installation of the newer version of the software. New versions of software may be made available to reduce defects, improve function, provide new functions, modify previously provided functions, accommodate new hardware or for other well-known reasons.  
         [0012]     When software A expects to use the functionality of software B to perform its function, it is said that software A has a dependency on software B. Servicing a piece of software introduces the problem of determining if and how changing the software will affect other software that depends on it. In accordance with embodiments of the invention, the operating system manages and controls installing and servicing software. A software item comprising code and metadata is received by an installation service. A global policy table provides a mechanism for system administrators to set policy. A calculated local dependency table is created for each software item by filtering software dependencies reflected in the local dependency table through entries in the global policy table. An activation service includes a dependency resolution mechanism that resolves conflicts between dependencies and returns a solution set. Each solution in the solution set includes a set of software items with all their dependencies satisfied under the restrictions described in the global policy as well as in the dependency requirements of the included software. In some embodiments the set of software items returned as the solution does not include software items which are not required or are duplicative. A single solution is selected from the set of possible solutions. In some embodiments of the invention, the single solution is selected based on policy set in the computing environment. An activation schema is generated using the selected solution.  
         [0000]     Exemplary Computing Environment  
         [0013]      FIG. 1  and the following discussion are intended to provide a brief general description of a suitable computing environment in which the invention may be implemented. It should be understood, however, that any environment making use of software components whose versions may change over time due to servicing are contemplated for use in connection with the present invention. While a general purpose computer is described below, this is but one example, and the present invention requires only a thin client having network server interoperability and interaction. Thus, the present invention may be implemented in an environment of networked hosted services in which very little or minimal client resources are implicated, e.g., a networked environment in which the client device serves merely as a browser or interface to the World Wide Web.  
         [0014]     Although not required, the invention can be implemented via an application programming interface (API), for use by a developer, and/or included within the network browsing software which will be described in the general context of computer-executable instructions, such as program modules, being executed by one or more computers, such as client workstations, servers, or other devices. Generally, program modules include routines, programs, objects, components, data structures and the like that perform particular tasks or implement particular abstract data types. Typically, the functionality of the program modules may be combined or distributed as desired in various embodiments. Moreover, those skilled in the art will appreciate that the invention may be practiced with other computer system configurations. Other well known computing systems, environments, and/or configurations that may be suitable for use with the invention include, but are not limited to, personal computers (PCs), automated teller machines, server computers, hand-held or laptop devices, multi-processor systems, microprocessor-based systems, programmable consumer electronics, network PCs, minicomputers, mainframe computers, and the like. The invention may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network or other data transmission medium. In a distributed computing environment, program modules may be located in both local and remote computer storage media including memory storage devices.  
         [0015]      FIG. 1  thus illustrates an example of a suitable computing system environment  100  in which the invention may be implemented, although as made clear above, the computing system environment  100  is only one example of a suitable computing environment and is not intended to suggest any limitation as to the scope of use or functionality of the invention. Neither should the computing environment  100  be interpreted as having any dependency or requirement relating to any one or combination of components illustrated in the exemplary operating environment  100 .  
         [0016]     With reference to  FIG. 1 , an exemplary system for implementing the invention includes a general purpose computing device in the form of a computer  110 . Components of computer  110  may include, but are not limited to, a processing unit  120 , a system memory  130 , and a system bus  121  that couples various system components including the system memory to the processing unit  120 . The system bus  121  may be any of several types of bus structures including a memory bus or memory controller, a peripheral bus, and a local bus using any of a variety of bus architectures. By way of example, and not limitation, such architectures include Industry Standard Architecture (ISA) bus, Micro Channel Architecture (MCA) bus, Enhanced ISA (EISA) bus, Video Electronics Standards Association (VESA) local bus, and Peripheral Component Interconnect (PCI) bus (also known as Mezzanine bus).  
         [0017]     Computer  110  typically includes a variety of computer readable media. Computer readable media can be any available media that can be accessed by computer  110  and includes both volatile and nonvolatile media, removable and non-removable media. By way of example, and not limitation, computer readable media may comprise computer storage media and communication media. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CDROM, digital versatile disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can be accessed by computer  110 . Communication media typically embodies computer readable instructions, data structures, program modules or other data in a modulated data signal such as a carrier wave or other transport mechanism and includes any information delivery media. The term “modulated data signal” means a signal that has one or more of its characteristics set or changed in such a manner as to encode information in the signal. By way of example, and not limitation, communication media includes wired media such as a wired network or direct-wired connection, and wireless media such as acoustic, RF, infrared, and other wireless media. Combinations of any of the above should also be included within the scope of computer readable media.  
         [0018]     The system memory  130  includes computer storage media in the form of volatile and/or nonvolatile memory such as read only memory (ROM)  131  and random access memory (RAM)  132 . A basic input/output system  133  (BIOS), containing the basic routines that help to transfer information between elements within computer  110 , such as during start-up, is typically stored in ROM  131 . RAM  132  typically contains data and/or program modules that are immediately accessible to and/or presently being operated on by processing unit  120 . By way of example, and not limitation,  FIG. 1  illustrates operating system  134 , application programs  135 , other program modules  136 , and program data  137 .  
         [0019]     The computer  110  may also include other removable/non-removable, volatile/nonvolatile computer storage media. By way of example only,  FIG. 1  illustrates a hard disk drive  141  that reads from or writes to non-removable, nonvolatile magnetic media, a magnetic disk drive  151  that reads from or writes to a removable, nonvolatile magnetic disk  152 , and an optical disk drive  155  that reads from or writes to a removable, nonvolatile optical disk  156 , such as a CD ROM or other optical media. Other removable/non-removable, volatile/nonvolatile computer storage media that can be used in the exemplary operating environment include, but are not limited to, magnetic tape cassettes, flash memory cards, digital versatile disks, digital video tape, solid state RAM, solid state ROM, and the like. The hard disk drive  141  is typically connected to the system bus  121  through a non-removable memory interface such as interface  140 , and magnetic disk drive  151  and optical disk drive  155  are typically connected to the system bus  121  by a removable memory interface, such as interface  150 .  
         [0020]     The drives and their associated computer storage media discussed above and illustrated in  FIG. 1  provide storage of computer readable instructions, data structures, program modules and other data for the computer  110 . In  FIG. 1 , for example, hard disk drive  141  is illustrated as storing operating system  144 , application programs  145 , other program modules  146 , and program data  147 . Note that these components can either be the same as or different from operating system  134 , application programs  135 , other program modules  136 , and program data  137 . Operating system  144 , application programs  145 , other program modules  146 , and program data  147  are given different numbers here to illustrate that, at a minimum, they are different copies. A user may enter commands and information into the computer  110  through input devices such as a keyboard  162  and pointing device  161 , commonly referred to as a mouse, trackball or touch pad. Other input devices (not shown) may include a microphone, joystick, game pad, satellite dish, scanner, or the like. These and other input devices are often connected to the processing unit  120  through a user input interface  160  that is coupled to the system bus  121 , but may be connected by other interface and bus structures, such as a parallel port, game port or a universal serial bus (USB).  
         [0021]     A monitor  191  or other type of display device is also connected to the system bus  121  via an interface, such as a video interface  190 . A graphics interface  182 , such as Northbridge, may also be connected to the system bus  121 . Northbridge is a chipset that communicates with the CPU, or host processing unit  120 , and assumes responsibility for accelerated graphics port (AGP) communications. One or more graphics processing units (GPUs)  184  may communicate with graphics interface  182 . In this regard, GPUs  184  generally include on-chip memory storage, such as register storage and GPUs  184  communicate with a video memory  186 . GPUs  184 , however, are but one example of a coprocessor and thus a variety of coprocessing devices may be included in computer  110 . A monitor  191  or other type of display device is also connected to the system bus  121  via an interface, such as a video interface  190 , which may in turn communicate with video memory  186 . In addition to monitor  191 , computers may also include other peripheral output devices such as speakers  197  and printer  196 , which may be connected through an output peripheral interface  195 .  
         [0022]     The computer  110  may operate in a networked environment using logical connections to one or more remote computers, such as a remote computer  180 . The remote computer  180  may be a personal computer, a server, a router, a network PC, a peer device or other common network node, and typically includes many or all of the elements described above relative to the computer  110 , although only a memory storage device  181  has been illustrated in  FIG. 1 . The logical connections depicted in  FIG. 1  include a local area network (LAN)  171  and a wide area network (WAN)  173 , but may also include other networks. Such networking environments are commonplace in offices, enterprise-wide computer networks, intranets and the Internet.  
         [0023]     When used in a LAN, networking environment, the computer  110  is connected to the LAN  171  through a network interface or adapter  170 . When used in a WAN networking environment, the computer  110  typically includes a modem  172  or other means for establishing communications over the WAN  173 , such as the Internet. The modem  172 , which may be internal or external, may be connected to the system bus  121  via the user input interface  160 , or other appropriate mechanism. In a networked environment, program modules depicted relative to the computer  110 , or portions thereof, may be stored in the remote memory storage device. By way of example, and not limitation,  FIG. 1  illustrates remote application programs  185  as residing on memory device  181 . It will be appreciated that the network connections shown are exemplary and other means of establishing a communications link between the computers may be used.  
         [0024]     One of ordinary skill in the art can appreciate that a computer  110  or other client device can be deployed as part of a computer network. In this regard, the present invention pertains to any computer system having any number of memory or storage units, and any number of applications and processes occurring across any number of storage units or volumes. The present invention may apply to an environment with server computers and client computers deployed in a network environment, having remote or local storage. The present invention may also apply to a standalone computing device, having programming language functionality, interpretation and execution capabilities.  
         [0000]     Servicing Software Through Versioning  
         [0025]     The operating system manages a set of software entities by creating a construct called a context. A context is used to organize software-related state and to declare policies in a system. The context enables the operating system to decide which versions of a software entity satisfy the dependencies of other software entities and to install the appropriate software entities. A context may represent a system context, developer context, manager context, user context or other type of context.  
         [0026]     A context may include an installation service and an activation service.  FIG. 2  illustrates one embodiment of a system  200  for servicing software through versioning. System  200  may reside on a computer such as computer  110  described above with respect to  FIG. 1 . In  FIG. 2 , a context  202  includes an installation service  204 , and an activation service  208 .  
         [0027]     One type of software entity that can be managed by a context such as context  202  is a software item  210 . A software item is a resource known to the operating system by a unique name or identifier. In some embodiments of the invention, it includes program code and associated data, including version information (typically presented as a number that is incremented as changes are made to the software over its lifetime), packaged into a unit. The software item may include source and/or executable code  210   a  and metadata. Software items that provide code to be executed within a defined environment are called executable software items (e.g., a file that ends in .EXE is one type of file that represents the code portion of an executable software item). Collections of shareable code and data are called framework software items (e.g., a file that ends in .DLL is one type of file that represents the code portion of a framework software item). An executable or framework software item may depend on or require one or more additional executable or framework software items for execution. In some embodiments of the invention, each executable software item and each framework software item is expected to declare the set of other executable software items and framework software items that it depends on. The set of software items on which the software item depends is referred to as its dependencies.  
         [0028]     As stated above, the software item may also include metadata. In some embodiments of the invention, the metadata accompanying the code is provided in a manifest  210   b . The metadata may include versioning information of the software item  210  and dependency information. The metadata may also include the dependency list for the software item. For example, a software entity such as a software item, (e.g., Software Item D), may require the presence of another software item, (e.g., Software Item C), in order to run. It will be appreciated that Software Item C is likely to have its own dependencies. For example, software item C may itself have two dependencies, dependency  1 , satisfied by software item A and dependency  2  satisfied by software item B. Thus, assuming that A and B have no new dependencies of their own, to run software item D, software items A, B, C and D must be available. The dependency may be required or optional. For example, instead of being required, Software Item C may add functionality but not be necessary for Software Item D to run. (For example, a word processing program may have an optional thesaurus installed but the word processing program may not require the thesaurus to run.) Dependencies may have version requirements, (e.g., Software Item C, version 2 must be present for Software Item D, version 4 to run). In some embodiments of the invention, the version requirement may contain a number of ranges of versions preferred to satisfy a certain dependency. Also, in some embodiments of the invention, ranges of versions inadequate to solve the dependency may be included. The list of software items that are used to satisfy each dependency may be calculated when the software item is installed. Each time a software item is installed, the way dependencies are satisfied may be altered, requiring the re-computation of at least some of the dependencies.  
         [0029]     Metadata may also include a property set, a list of property name/value type pairs. In some embodiments the code of the software item can access only the declared properties, via the established property names. The values assigned to the properties for a particular context may be referred to as configuration data. Metadata may also include resources the code may need to run, and other information.  
         [0030]     An installation service (e.g., installation service  204 ) keeps track of what software is installed and available within the context, the version of the installed software, what resources are needed by the software to run and what configuration properties or settings have been defined for the software entity. The installation service also installs, removes, and services software entities and makes the installed software items available to the activation service. When a software item such as software item  210  is received by the installation service for installation, the code  210   a  may be stored in the installation store  220 . Once a software item is installed, it may be immutable. That is, once a software item is stored in the installation store no system event will alter the existing software item. Installation of a new or different version of the software item will not affect the existing software item. In some embodiments, software not installed by the installation service cannot be executed on the computer.  
         [0031]     When a software item is received by the installation service, the metadata of the software item (e.g., perhaps provided in the form of a manifest  210   b ) maybe entered into a local dependency table (not shown). The local dependency table may be filtered by a global policy table  212  to create a calculated local dependency table  214 . For example, a manifest  210   b  may be received by the installation service  204 . The manifest  210   b  may include information about dependencies of the software item. For example, the manifest may indicate that software item A  1  has dependencies  1 ,  2  and  5 . The manifest may represent the experience of the publisher of the software item: for example, the publisher of the software may have determined that the software item A  1  works with versions 1 and 3 of dependency  2  but not with version 2. This information may be included in the manifest. Similarly, the information may be presented in ranges, (e.g., software item A  1  works with versions 3-5 of dependency  2 ). From the manifest, a local dependency table may be generated. The local dependency table is filtered by global policies represented in a global policy table  212  to created a calculated local dependency table (e.g., local dependency table  214 )  
         [0032]     The global policy table  212  enables policy to be set across the entire system or across one or more contexts. That is, global policy can dictate which software items the system allows for activation and which software items can substitute for other software items. When multiple options exist, the global policy table  212  can establish a preference of which option to select. The global policy table  212  may provide a mapping function whereby use of one or more versioned software item is re-mapped to sets of preferred software items. For example, a global policy table  212  may specify that whenever any version of software item A is encountered, version 1 of software item A should be used instead. Similarly, the global policy table may specify that whenever software item B version 2 is encountered, software item B version 4 should be substituted for software item B  2 .  
         [0033]     In some embodiments of the invention, the substitution takes place in a calculated local dependency table  214 . That is, for each dependency of a software item installed into the context, the installation service determines a set of software items represented in the local dependency table. The local dependency table is filtered by the global policy table, creating a calculated local dependency table  214 . In some embodiments of the invention, the rows of the calculated local dependency table represent software items and the columns represent the dependencies of the software items. For example, a local dependency table may include the following information:  
                                                                             dependency 1   dependency 2   dependency 3                                        E 2   A4, A5   B1               B1   A4       C4                      
 
         [0034]     Row 1, column 1, indicates that dependency  1  for Software Item E, version 2 can be satisfied by either software item A, version 4 or A version 5. Suppose the global policy table indicates that A 4  is not to be used. The calculated local dependency table for a particular context may then appear as follows:  
                                                                             dependency 1   dependency 2   dependency 3                                        E 2   A5   B1               B1   A4       C4                      
 
         [0035]     (A 4  has been removed as an alternative for satisfying dependency  1  of software item E, version 2. Positive and negative ranges may be specified, both in the metadata (e.g., in the manifest) and in the tables. For example, dependency  1  for software item A may be satisfied by a number of versions. This may be represented as a positive range (e.g., B, range 2-3, B range [3-6]). Similarly, it may be known that dependency  1  for software item A cannot be satisfied by a number of versions. This may be represented as a negative range (e.g., B excluderange [3-4]). Ranges may be open, closed, or semi-closed (i.e., open at one end and closed at the other end.)  
         [0036]     The activation service  208  constructs the environment in which an application will run (e.g., execution environment  222 ) and initiates the software. Before a software item can be activated, a set of acceptable values for the dependencies of the software items and the dependencies of their dependencies, and so forth, must be determined. In some embodiments, the dependency resolver  208   a  of the activation service  208  resolves dependencies, determines if all dependencies are satisfied and loads the software items satisfying the dependencies (received from the installation service) into the execution environment  222 . A software item may not be activated unless all of the required dependencies are satisfied. Software item resolution may occur, at least in part, when the software item is installed. The resolution may be saved or persisted and reused whenever the item is activated. Alternatively, software item resolution may occur at activation time. Activation of an executable includes creating an isolated process by providing the execution environment  222  with the code  210   a  the executable software item carries with it. Activation of a framework software item includes loading one or more of the framework codes within a particular process memory space so that it can be executed. Dependencies between software items mean that activation of a software item may require that other framework software items are loaded along with the software item.  
         [0037]     The inputs to a resolution mechanism  208   a  that performs the above functions include the calculated local dependency table  214  which provides a table including a set of alternatives for satisfying dependencies. The resolution mechanism  208   a  returns a set of possible solutions  216 . In some embodiments of the invention, a single solution is selected. Considerations for selection of the single solution from the set of solutions may include the following:  
         [0038]     the latest (most current) compatible version of the software item may be preferred  
         [0039]     tested versions may be preferred  
         [0040]     publisher recommendations may be followed  
         [0041]     maximum functionality may be preferred  
         [0042]     fewest number of software pieces may be preferred  
         [0043]     lowest integration risk may be preferred  
         [0044]     reduction of code size may be preferred  
         [0045]     maximum isolation of executable may be preferred.  
         [0046]     Appropriate policy settings in the computing environment may be used to select the particular consideration, or set of considerations to take into account. An activation schema (e.g. activation schema  218 ) may be generated from the selected single solution.  
         [0047]     In some embodiments of the invention, in addition to the above listed components of a context, another component called a configuration service  206  is included. The configuration service  206  maintains, manages and mediates configuration settings associated with the software. Before a software entity is activated, its properties must be initialized to proper values. The process of setting these values is called configuration. In some embodiments of the invention, property values for a software entity such as a software item are stored in a configuration store (not shown). The set of property values for an application in a context contributes to application state. Configuration settings are provided to the activation service for a software item and its dependencies when a software item is to be executed.  
         [0048]      FIG. 3  illustrates a method  300  for servicing software through versioning in accordance with some embodiments of the invention. At  302  a software entity is received. In some embodiments of the invention, the software entity is a software item, as described above and is accompanied by metadata. One way to provide this metadata is by a manifest. Metadata associated with the software item may include any one or more of the following:  
         [0049]     versioning information, a description of the configuration data the code uses, resources the code may need to run, dependencies, and other information. At  304  a local dependency table is created. The local dependency table may include information received from the manifest concerning dependencies of the software item. At  306  the local dependency table may be filtered by information presented in the global policy table. The global policy table enables policy to be set across the entire system or across one or more contexts. That is, global policy can dictate which software items the system allows for activation and which software items can substitute for other software items. When multiple options exist, the global policy table can establish a preference of which option to select. The global policy table may provide a mapping function whereby use of one or more versioned software item is re-mapped to sets of preferred software items. Filtering the local dependency table with the global policy table may result in changes to the local dependency table and creation of a calculated local dependency table ( 308 ). At  310 , the calculated local dependency table is provided as input to a dependency resolver. The dependency resolver generates a set of potential solutions to the dependency requirements of the software item and its dependencies at  312  as described above with respect to  FIG. 2 . At  314  one of the solutions is selected and an activation schema is generated therefrom ( 316 ). At  318 , the software items described in the activation schema are loaded into an execution environment from the installation store.  
         [0050]     The various techniques described herein may be implemented in connection with hardware or software or, where appropriate, with a combination of both. Thus, the methods and apparatus of the present invention, or certain aspects or portions thereof, may take the form of program code (i.e., instructions) embodied in tangible media, such as floppy diskettes, CD-ROMs, hard drives, or any other machine-readable storage medium, wherein, when the program code is loaded into and executed by a machine, such as a computer, the machine becomes an apparatus for practicing the invention. In the case of program code execution on programmable computers, the computing device will generally include a processor, a storage medium readable by the processor (including volatile and non-volatile memory and/or storage elements), at least one input device, and at least one output device. One or more programs that may utilize the creation and/or implementation of domain-specific programming models aspects of the present invention, e.g., through the use of a data processing API or the like, are preferably implemented in a high level procedural or object oriented programming language to communicate with a computer system. However, the program(s) can be implemented in assembly or machine language, if desired. In any case, the language may be a compiled or interpreted language, and combined with hardware implementations.  
         [0051]     While the present invention has been described in connection with the preferred embodiments of the various figures, it is to be understood that other similar embodiments may be used or modifications and additions may be made to the described embodiments for performing the same function of the present invention without deviating therefrom. Therefore, the present invention should not be limited to any single embodiment, but rather should be construed in breadth and scope in accordance with the appended claims.