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1 GridNexus © 2007 Clayton S. Ferner GridNexus UNCW GUI for Workflow Management www.gridnexus.org Clayton Ferner [email protected]

1 GridNexus © 2007 Clayton S. Ferner GridNexus UNCW GUI for Workflow Management Clayton Ferner [email protected]

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1GridNexus © 2007 Clayton S. Ferner

GridNexusUNCW GUI for Workflow Management

www.gridnexus.org

Clayton [email protected]

2GridNexus © 2007 Clayton S. Ferner

Outline Basics

Getting Started

Simple workflows

A little bit about JXPL

Libraries

Composites

Ports

User Library

Splitting Relations

Examples Prog

Cond

Defun

Recursion

Iteration Services

Web Services

Grid Services

3GridNexus © 2007 Clayton S. Ferner

What is GridNexus

GridNexus is a GUI that allows the user to create/edit/run workflows

Based on Ptolemy II http://ptolemy.eecs.berkeley.edu/ptolemyII. Ptolemy provides the GUI and workflow features. We have extended it to provide the functionality we want (JXPL and GridServices)

Release 2.0 download available www.gridnexus.org

4GridNexus © 2007 Clayton S. Ferner

Getting Started

Download from www.gridnexus.org

Follow instructions for installation

Run GridNexus Choose File->New -

>Workflow

5GridNexus © 2007 Clayton S. Ferner

Getting Started

The main frame on the right is the palette for building workflows

The upper left frame provides the library of modules

The lower left frame is a thumbnail of the entire workflow

6GridNexus © 2007 Clayton S. Ferner

The Basics

Sources produce data without needing input

Sinks consume data but may have side effects (such as displaying results)

All workflows must start with sources and end with sinks

7GridNexus © 2007 Clayton S. Ferner

Simple Example 1

Click and drag the “Const” source to the workflow.

Click and drag the “JxplDisplay” sink to the workflow

8GridNexus © 2007 Clayton S. Ferner

Simple Example 1

Double-click on the Const module

Change its value to 10 Click commit The new value is

shown on the icon

9GridNexus © 2007 Clayton S. Ferner

Simple Example 1

Input ports are on the left-hand side and output ports are on the right-hand side of each module

Click and drag from the output port of the Const module to the JxplDisplay

10GridNexus © 2007 Clayton S. Ferner

Simple Example 1

A link (or relation) is created between the two modules

The output of Const is consumed by the JxplDisplay

11GridNexus © 2007 Clayton S. Ferner

Simple Example 1

Click on the run button ( )

The JxplDisplay evaluates the input and produces a display window to show the results.

Notice the output is in XML (actually JXPL)

12GridNexus © 2007 Clayton S. Ferner

Simple Example 2

Transformers are modules that take input, transform it, and produce new output

This example computes the express: (23 + 6) ∙ -2

13GridNexus © 2007 Clayton S. Ferner

Simple Example 2

The Multiplication module takes the result of the addition (its first input) and multiplies that by -2 (its second input)

The result is consumed by JxplDisplay

14GridNexus © 2007 Clayton S. Ferner

What's Going On?

The workflow is not actually performing the operations. Instead it is creating a script (JXPL) that, when executed, produces the result

The JxplDisplay is evaluating the script and displaying the results

15GridNexus © 2007 Clayton S. Ferner

What's Going On?

Double-click on the JxplDisplay and deselect the “Evaluate Jxpl” parameter

This parameter tells JxplDisplay whether or not to evaluate the script that is generated

16GridNexus © 2007 Clayton S. Ferner

What's Going On?

Now when we run it, we see the actual script that is produced by the workflow

The script is written in XML using a language developed at UNCW called JXPL

17GridNexus © 2007 Clayton S. Ferner

A Little Bit about JXPL

JXPL is based on LISP The corresponding

LISP to the JXPL on the right looks like:

(* (+ 23 6) -2)

<jxpl:list xmlns:jxpl="http://www.jxpl.org/script"> <jxpl:primitive name="Arithmetic"> <jxpl:list> <jxpl:primitive name="Property"/> <jxpl:string value="operation"/> <jxpl:string value="multiply"/> </jxpl:list> </jxpl:primitive> <jxpl:list> <jxpl:primitive name="Arithmetic"> <jxpl:list> <jxpl:primitive name="Property"/> <jxpl:string value="operation"/> <jxpl:string value="add"/> </jxpl:list> </jxpl:primitive> <jxpl:integer value="23"/> <jxpl:integer value="6"/> </jxpl:list> <jxpl:integer value="-2"/></jxpl:list>

18GridNexus © 2007 Clayton S. Ferner

A Little Bit about JXPL

Why? XML is used to transport

data between web/grid services

XML opening/closing tags <-> LISP opening/closing parens

Everything is either an atom or a list (functions, Data Structures)

<jxpl:list xmlns:jxpl="http://www.jxpl.org/script"> <jxpl:primitive name="Arithmetic"> <jxpl:list> <jxpl:primitive name="Property"/> <jxpl:string value="operation"/> <jxpl:string value="multiply"/> </jxpl:list> </jxpl:primitive> <jxpl:list> <jxpl:primitive name="Arithmetic"> <jxpl:list> <jxpl:primitive name="Property"/> <jxpl:string value="operation"/> <jxpl:string value="add"/> </jxpl:list> </jxpl:primitive> <jxpl:integer value="23"/> <jxpl:integer value="6"/> </jxpl:list> <jxpl:integer value="-2"/></jxpl:list>

19GridNexus © 2007 Clayton S. Ferner

A Little Bit about JXPL

The transformer library is LISP-centric More on JXPL later See www.gridnexus.org

20GridNexus © 2007 Clayton S. Ferner

Transformer Library

21GridNexus © 2007 Clayton S. Ferner

Sources Const – Integers and Decimals Decimal – Integers and

Decimals Symbol – Variables (use

quotes1) Rational – Fractions (use

quotes1)

1 Quotes are needed to prevent Ptolemy from evaluating the expressions before the JXPL evaluator gets a chance to see them.

22GridNexus © 2007 Clayton S. Ferner

Examples

Choose File->Open and select the Examples folder

There are many examples that don't need explanation. Just give 'em a try!

Others will be discussed later

23GridNexus © 2007 Clayton S. Ferner

Composites

A composite is a means to abstract a workflow into a single module

From the “utilities” folder, drag the “Composite actor” to the workflow

Right-click->Look Inside

24GridNexus © 2007 Clayton S. Ferner

Composites

This opens a new window in which we create the workflow that defines the new module

First we need ports Single ports take or

produce single values

Multi ports take or produce multiple values

25GridNexus © 2007 Clayton S. Ferner

Composites

Toolbar icons Single input port

Single output port

Multi input port

Multi output port Notice how the ports

show up on the composite actor module

26GridNexus © 2007 Clayton S. Ferner

Composites

Right-click on a port and choose “Customize Name”

Enter name for the Icon Selecting “Show name” causes

the label to show up on the composite module

27GridNexus © 2007 Clayton S. Ferner

Composites

To make a relation from a port, hold down the shift key and click and drag

Since a multiport can produce more than one value, we need to specify a width for the relation involving a multiport

28GridNexus © 2007 Clayton S. Ferner

Composites

For a multiport, double-click on the relation (the link from the multiport) and choose Add

The name should be “width” with a default of zero

29GridNexus © 2007 Clayton S. Ferner

Composites

Close the composite window

We can name the composite by right-clicking and choosing “Customize Name”

Now we are ready to use it

30GridNexus © 2007 Clayton S. Ferner

User Library

To save a module in the user library, right-click on it and choose Save Actor in Library

The user library is stored in .GridNexus/user\ library.xml in your home directory

31GridNexus © 2007 Clayton S. Ferner

User Library

Actually, it isn't saved. It opens the user library with the new module

You still have to choose File->Save to save the user library.

32GridNexus © 2007 Clayton S. Ferner

User Library

Alternatively, you can save an entire workflow in the library

Choose Graph->Save in Library.

The workflow is saved in the library as a new composite named with the filename

33GridNexus © 2007 Clayton S. Ferner

Splitting Relations

Sometime, you want the results of a module to be used as input to more than one other modules

SetQ module assigns a value to a symbol

The symbol X is input to both SetQ and Addition modules

file: examples/setq.xml

34GridNexus © 2007 Clayton S. Ferner

Splitting Relations

To create a new splitter, click the button

Link the output of Symbol to the splitter

Hold down the shift key and click and drag the splitter to the input port of SetQ.

file: examples/setq.xml

35GridNexus © 2007 Clayton S. Ferner

Splitting Relations

Repeat for Addition (Sometimes, the use of a

splitter can complicate the workflow due to crossing relations. It is not necessary to split the output from Symbol “x”. Alternatively, we can simply make a duplicate Symbol “x”.)

file: examples/setq.xml

36GridNexus © 2007 Clayton S. Ferner

The Prog

The Prog (short for Program) module allows one to execute separate workflows where it is not desirable to have a relationship between them (i.e. synchro-nization rather than data dependency)

file: examples/prog.xml

37GridNexus © 2007 Clayton S. Ferner

The Prog

The Prog primitive evaluates each of its inputs in turn

It returns the results of the last one evaluated (in this case this case it returns 2x).

file: examples/prog.xml

38GridNexus © 2007 Clayton S. Ferner

Multi Ports

One difficulty with multi ports is the order in which its inputs are evaluated is not evident from the GUI

Which of the sub-workflows is executed first? Are you sure?

file: examples/prog.xml

39GridNexus © 2007 Clayton S. Ferner

Multi Ports

If one deletes the SetQ -> Prog relation, then puts it back, the result is that Prog will evaluation the Multiplication before the SetQ – Not good!

Multi Ports are best for commutative operations like Addition, but not like Prog.

However, the alternative to using a multi port for Prog is to have a fixed number of single ports.

When it doubt, delete all relations to a multi port and redo them

40GridNexus © 2007 Clayton S. Ferner

Cond

Cond is the branching mechanism in LISP

A Cond List Element takes a boolean expression and the results if the boolean is true

file: examples/cond.xml

41GridNexus © 2007 Clayton S. Ferner

Cond

The Cond finds the first Cond List Element whose boolean is true and returns its result

Be careful of the order in which the Elements are linked to the multi-input port

file: examples/cond.xml

42GridNexus © 2007 Clayton S. Ferner

Cond

An “else” clause should the last List Element with a boolean of “true”

The last List Element will be returned if all others are false

file: examples/cond.xml

43GridNexus © 2007 Clayton S. Ferner

Defun

Defun defines a new primitive (function)

It takes a symbol as the function name, a set of symbols as parameters, and a workflow as the body

file: examples/defun.xml

44GridNexus © 2007 Clayton S. Ferner

Defun

Once it is defined, we can call it using the Primitive module

file: examples/defun.xmlFunction Call

Function Declaration

45GridNexus © 2007 Clayton S. Ferner

Recursion

Of course, we have to do factorial!

This workflow first defines factorial (using a composite to keep the workflow clean) then uses it to compute 10!.

file: examples/factorial.xml

46GridNexus © 2007 Clayton S. Ferner

Recursion

Inside Factorial: If N <= 1 return 1

Else return N(N-1)!

file: examples/factorial.xml

47GridNexus © 2007 Clayton S. Ferner

Recursion

Inside N(N-1)!: Notice the recursive

call to factorial

Remember that this generates a script that will be executed later

file: examples/factorial.xml

48GridNexus © 2007 Clayton S. Ferner

Iteration

Arguments: loop variable

initial value

step size (loop variable += step size)

termination boolean (true => terminate)

loop bodyfile: examples/do.xml

49GridNexus © 2007 Clayton S. Ferner

Web Services

The WS Client module can serve as a general purpose client for a Web Service given the WSDL

Double-click on the module and enter the URL of the WSDL

50GridNexus © 2007 Clayton S. Ferner

Web Services

The icon is set with the name of the service

Ports are added for the methods of the service

Only the method with input will be called

file: examples/wsclient.xml

51GridNexus © 2007 Clayton S. Ferner

Grid Services

First, you need the jars of the Grid Service. E.g.:edu_uncw_math_mathservice.jar edu_uncw_math_mathservice_stubs.jar

These are found in $GLOBUS_LOCATION/lib on the server

Put in $GRIDNEXUS_HOME/lib (Linux) or C:\Program Files\GridNexus2.xx\lib (Windows)

You will need to restart GridNexus so that it will reset the classpath

52GridNexus © 2007 Clayton S. Ferner

Grid Services

The WSRF Client module can serve as a general purpose client for a Grid Service given the following: URL of the Factory

Class name of the Addressing Locator class

53GridNexus © 2007 Clayton S. Ferner

Grid Services

The class name of the Addressing Locator class can be found from the stubs jar

From this example it would be: edu.uncw.math.service.MathServiceAddressingLocator

$ jar tf edu_uncw_math_mathservice_stubs.jar

...

edu/uncw/math/Create.class

edu/uncw/math/GetValue.class

edu/uncw/math/MathPortType.class

edu/uncw/math/MathResourceProperties.class

edu/uncw/math/bindings/MathPortTypeSOAPBindingStub.class

edu/uncw/math/service/MathService.class

edu/uncw/math/service/MathServiceAddressing.class

edu/uncw/math/service/MathServiceAddressingLocator.class

edu/uncw/math/service/MathServiceLocator.class

54GridNexus © 2007 Clayton S. Ferner

Grid Services

The icon is set with the name of the service

Ports are added for the methods of the service

An EndpointReference (epr) can be provided, which will override the Factory URL

55GridNexus © 2007 Clayton S. Ferner

Grid Services

In order to call a method that takes no parameters, pass a value of “false”

For example, the create method takes no parameters

The create method creates a service instance and returns the epr

file: examples/wsrf_client/ MathService2Create.xml

56GridNexus © 2007 Clayton S. Ferner

Grid Services

What does this workflow do?

57GridNexus © 2007 Clayton S. Ferner

Grid Services

The destroy method also does not take a parameter

After the destroy, the service instance no longer exists and the epr file is no longer of use

file: examples/wsrf_client/ MathService2Destroy.xml

58GridNexus © 2007 Clayton S. Ferner

User Library

Don't forget to save these actors in the user library now that they are configured

Just click and drag these to the palette and they're ready for use

59GridNexus © 2007 Clayton S. Ferner

GridExec (GRAM Client)

The GridExec module will run an application on a service using GRAM

The Factory Contact is the URL of the server

If a Simple command is given, GridExec will construct an RSL file to run it

file: examples/job_submission/ simplejob.xml

<job>

<executable>/bin/echo</executable>

<argument>Hello world from GridNexus</argument>

<stdout>${GLOBUS_USER_HOME}/stdout</stdout>

<stderr>${GLOBUS_USER_HOME}/stderr</stderr>

</job>

60GridNexus © 2007 Clayton S. Ferner

GridExec (GRAM Client)

One can also provide the RSL in a file

file: examples/job_submission/ submitecho.xml

<job>

<executable>/bin/echo</executable>

<argument>Hello world from GridNexus RSL</argument>

<stdout>/${GLOBUS_USER_HOME}/stdout</stdout>

<stderr>/${GLOBUS_USER_HOME}/stderr</stderr>

</job>

61GridNexus © 2007 Clayton S. Ferner

GridExec (GRAM Client)

The Factory Type indicates a scheduler, such as LSF, SGE, Condor, PBS, etc. (default is Fork).

file: examples/job_submission/ submitgaussian.xml

62GridNexus © 2007 Clayton S. Ferner

GridExec (GRAM Client)

The Input and Output Files can be used to perform file staging

This only works if you can gridFTP files from the server to your local machine (ie. does not work on Windows)

<fileStageOut>

<transfer>

<sourceUrl>file:///home/cferner/stdout</sourceUrl>

<destinationUrl>gsiftp://gridprof1.bear.uncw.edu/home/

cferner/stdout</destinationUrl>

</transfer>

</fileStageOut>

63GridNexus © 2007 Clayton S. Ferner

File Transfer via GridFTP

The first argument is the source and the second is the destination

“gsftp://” indicates a fully qualified URL

“file://” indicates a local file

file: examples/job_submission/ gridFTP.xml

64GridNexus © 2007 Clayton S. Ferner

File Transfer via SFTP

To transfer files with sftp, the local machine and server must be setup to use public/private key authentication (see installation guide for details)

65GridNexus © 2007 Clayton S. Ferner

File Transfer via SFTP

Note that Windows directories should use forward slash (/) instead of backslash (\)

You can use backslash, but you will need double backslashes (\\) for every backslash.

66GridNexus © 2007 Clayton S. Ferner

File Transfer via SFTP

With sftp, one can accomplish file staging (albeit manual)

67GridNexus © 2007 Clayton S. Ferner

GridNexusUNCW GUI for Workflow Management

www.gridnexus.org

Clayton [email protected]