Workflow-Management Coalition Workflow Engine
Project description
This package provides an implementation of a Workflow-Management Coalition (WFMC) workflow engine. The engine is provided as a collection of workflow process components. Workflow processes can be defined in Python or via the XML Process-Definition Language, XPDL.
Detailed Documentation
Workflow-Management Coalition Workflow Engine
This package provides an implementation of a Workflow-Management Coalition (WFMC) workflow engine. The engine is provided as a collection of workflow process components. Workflow processes can be defined in Python or via the XML Process-Definition Language, XPDL.
In this document, we’ll look at Python-defined process definitions:
>>> from shoobx.wfmc import process >>> pd = process.ProcessDefinition('sample')
The argument to the process is a process id.
A process has a number of parts. Let’s look at a sample review process:
----------- -->| Publish | ---------- ---------- / ----------- | Author |-->| Review |- ---------- ---------- ---------- \-->| Reject | ----------
Here we have a single start activity and 2 end activities. We could have modeled this with a single end activity, but that is not required. A single start activity is required. A process definition has a set of activities, with transitions between them. Let’s define the activities for our process definition:
>>> pd.defineActivities( ... author = process.ActivityDefinition(), ... review = process.ActivityDefinition(), ... publish = process.ActivityDefinition(), ... reject = process.ActivityDefinition(), ... )
We supply activities as keyword arguments. The argument names provide activity ids that we’ll use when defining transitions:
>>> pd.defineTransitions( ... process.TransitionDefinition('author', 'review'), ... process.TransitionDefinition('review', 'publish'), ... process.TransitionDefinition('review', 'reject'), ... )
Each transition is constructed with an identifier for a starting activity, and an identifier for an ending activity.
Before we can use a workflow definition, we have to register it as a utility. This is necessary so that process instances can find their definitions. In addition, the utility name must match the process id:
>>> import zope.component >>> from shoobx.wfmc.process import StaticProcessDefinitionFactory >>> pdfactory = StaticProcessDefinitionFactory() >>> zope.component.provideUtility(pdfactory) >>> pdfactory.register(pd)
Now, with this definition, we can execute our workflow. We haven’t defined any work yet, but we can see the workflow execute. We’ll see the workflow executing by registering a subscriber that logs workflow events:
>>> def log_workflow(event): ... print (event)>>> import zope.event >>> zope.event.subscribers.append(log_workflow)
To use the workflow definition, we need to create an instance:
>>> proc = pd()
Now, if we start the workflow:
>>> proc.start() ProcessStarted(Process('sample')) Transition(None, Activity('sample.author')) ActivityStarted(Activity('sample.author')) ActivityFinished(Activity('sample.author')) Transition(Activity('sample.author'), Activity('sample.review')) ActivityStarted(Activity('sample.review')) ActivityFinished(Activity('sample.review')) Transition(Activity('sample.review'), Activity('sample.publish')) ActivityStarted(Activity('sample.publish')) ActivityFinished(Activity('sample.publish')) ProcessFinished(Process('sample'))
we see that we transition immediately into the author activity, then into review and publish. Normally, we’d need to do some work in each activity, and transitions would continue only after work had been done, however, in this case, we didn’t define any work, so each activity completed immediately.
Note that we didn’t transition into the rejected activity. By default, when an activity is completed, the first transition for which its condition evaluates to True is used. By default, transitions have boolean conditions that evaluate to True, so the transition to publish is used because it was defined before the transition to reject. What we want is to transition to publish if a reviewer approves the content for publication, but to reject if the reviewer rejects the content for publication. We can use a condition for this:
>>> pd = process.ProcessDefinition('sample') >>> pdfactory.register(pd)>>> pd.defineActivities( ... author = process.ActivityDefinition(), ... review = process.ActivityDefinition(), ... publish = process.ActivityDefinition(), ... reject = process.ActivityDefinition(), ... ) >>> pd.defineTransitions( ... process.TransitionDefinition('author', 'review'), ... process.TransitionDefinition( ... 'review', 'publish', ... condition=lambda proc: proc.workflowRelevantData.publish), ... process.TransitionDefinition('review', 'reject'), ... )
We redefined the workflow process, specifying a condition for the transition to publish. Boolean conditions are just callable objects that take a data object and return a boolean value. The data object is called “workflow-relevant data”. A process instance has a data object containing this data. In the example, above, the condition simply returned the value of the publish attribute. How does this attribute get set? It needs to be set by the review activity. To do that, we need to arrange for the activity to set the data. This brings us to applications.
Process definitions are meant to be used with different applications. For this reason, process definitions don’t include application logic. What they do include is a specifications of the applications to be invoked and the flow of work-flow-relevant data to and from the application. Now, we can define our applications:
>>> pd.defineApplications( ... author = process.Application(), ... review = process.Application( ... process.OutputParameter('publish')), ... publish = process.Application(), ... reject = process.Application(), ... )
We used the same names for the applications that we used for our activities. This isn’t required, but is a common practice. Note that the review application includes a specification of an output parameter. Now that we’ve defined our applications, we need to modify our activities to use them:
>>> pd.activities['author'].addApplication('author') >>> pd.activities['review'].addApplication('review', ['publish']) >>> pd.activities['publish'].addApplication('publish') >>> pd.activities['reject'].addApplication('reject')
An activity can use many applications, so we call addApplication. In the application definition for the ‘review’ application, we provided the name of a workflow-relevent data variable corresponding to the output parameter defined for the application. When using an application in an activity, a workflow-relevent data variable name must be provided for each of the parameters in the identified applications’s signature. When an application is used in an activity, workflow-relevent data are passed for each of the input parameters and are set by each of the output parameters. In this example, the output parameter, will be used to add a publish attribute to the workflow relevant data.
Participants
We’ve declared some applications, and we’ve wired them up to activities, but we still haven’t specified any application code. Before we can specify application code, we need to consider who will be performing the application. Workflow applications are normally executed by people, or other external actors. As with applications, process definitions allow participants in the workflow to be declared and identified with activities. We declare participants much as we declare applications, except without parameters:
>>> pd.defineParticipants( ... author = process.Participant(), ... reviewer = process.Participant(), ... )
In this case, we happened to reuse an activity name for one, but not both of the participants. Having defined these participants, we can associate them with activities:
>>> pd.activities['author'].definePerformer('author') >>> pd.activities['review'].definePerformer('reviewer')
Application Integration
To use a process definition to control application logic, we need to associate it with an “integration” object.
When a process needs to get a participant, it calls createParticipant on its integration attribute, passing the process id and the performer id. If an activity doesn’t have a performer, then the procedure above is used with an empty performer id.
Similarly, when a process needs a work item, it calls createWorkItem on its integration attribute, passing the process id and the application id.
Work items provide a start method, which is used to start the work and pass input arguments. It is the responsibility of the work item, at some later time, to call the workItemFinished method on the activity, to notify the activity that the work item was completed. Output parameters are passed to the workItemFinished method.
A simple way to create integration objects is with shoobx.wfmc.attributeintegration.AttributeIntegration.
>>> from shoobx.wfmc.attributeintegration import AttributeIntegration >>> integration = AttributeIntegration() >>> pd.integration = integration
We’ll start by defining a simple Participant class:
>>> import zope.interface >>> from shoobx.wfmc import interfaces>>> @zope.interface.implementer(interfaces.IParticipant) ... class Participant(object): ... zope.component.adapts(interfaces.IActivity) ... ... def __init__(self, activity, process): ... self.activity = activity
We set attributes on the integration for each participant:
>>> integration.authorParticipant = Participant >>> integration.reviewerParticipant = Participant
We also define an attribute for participants for activities that don’t have performers:
>>> integration.Participant = Participant
Now we’ll define our work-items. First we’ll define some classes:
>>> work_list = []>>> @zope.interface.implementer(interfaces.IWorkItem) ... class ApplicationBase: ... zope.component.adapts(interfaces.IParticipant) ... ... def __init__(self, participant, process, activity): ... self.participant = participant ... work_list.append(self) ... ... def start(self, args): ... pass ... ... def finish(self): ... self.participant.activity.workItemFinished(self)>>> class Review(ApplicationBase): ... def finish(self, publish): ... output = {'publish': publish} ... self.participant.activity.workItemFinished(self, output)>>> class Publish(ApplicationBase): ... def start(self, args): ... print ("Published") ... self.finish()>>> class Reject(ApplicationBase): ... def start(self, args): ... print ("Rejected") ... self.finish()
and then we’ll hook them up with the integration object:
>>> integration.authorWorkItem = ApplicationBase >>> integration.reviewWorkItem = Review >>> integration.publishWorkItem = Publish >>> integration.rejectWorkItem = Reject
Using workflow processes
To use a process definition, instantiate it and call its start method to start execution:
>>> proc = pd() >>> proc.start() ... # doctest: +NORMALIZE_WHITESPACE ProcessStarted(Process('sample')) Transition(None, Activity('sample.author')) ActivityStarted(Activity('sample.author')) WorkItemStarting('author') WorkItemStarted('author')
We transition into the author activity and wait for work to get done. To move forward, we need to get at the authoring work item, so we can finish it. Our work items add themselves to a work list, so we can get the item from the list.
>>> item = work_list.pop()
Now we can finish the work item, by calling its finish method:
>>> item.finish() WorkItemFinished('author') ActivityFinished(Activity('sample.author')) Transition(Activity('sample.author'), Activity('sample.review')) ActivityStarted(Activity('sample.review')) WorkItemStarting('review') WorkItemStarted('review')
We see that we transitioned to the review activity. Note that the finish method isn’t a part of the workflow APIs. It was defined by our sample classes. Other applications could use different mechanisms.
Now, we’ll finish the review process by calling the review work item’s finish. We’ll pass False, indicating that the content should not be published:
>>> work_list.pop().finish(False) WorkItemFinished('review') ActivityFinished(Activity('sample.review')) Transition(Activity('sample.review'), Activity('sample.reject')) ActivityStarted(Activity('sample.reject')) WorkItemStarting('reject') Rejected WorkItemFinished('reject') ActivityFinished(Activity('sample.reject')) ProcessFinished(Process('sample')) WorkItemStarted('reject')
Ordering output transitions
Normally, outgoing transitions are ordered in the order of transition definition and all transitions from a given activity are used.
If transitions are defined in an inconvenient order, then the workflow might not work as expected. For example, let’s modify the above process by switching the order of definition of some of the transitions. We’ll reuse our integration object from the previous example by passing it to the definition constructor:
>>> pd = process.ProcessDefinition('sample', integration) >>> pdfactory.register(pd)>>> pd.defineActivities( ... author = process.ActivityDefinition(), ... review = process.ActivityDefinition(), ... publish = process.ActivityDefinition(), ... reject = process.ActivityDefinition(), ... ) >>> pd.defineTransitions( ... process.TransitionDefinition('author', 'review'), ... process.TransitionDefinition('review', 'reject'), ... process.TransitionDefinition( ... 'review', 'publish', ... condition=lambda proc: proc.workflowRelevantData.publish), ... )>>> pd.defineApplications( ... author = process.Application(), ... review = process.Application( ... process.OutputParameter('publish')), ... publish = process.Application(), ... reject = process.Application(), ... )>>> pd.activities['author'].addApplication('author') >>> pd.activities['review'].addApplication('review', ['publish']) >>> pd.activities['publish'].addApplication('publish') >>> pd.activities['reject'].addApplication('reject')>>> pd.defineParticipants( ... author = process.Participant(), ... reviewer = process.Participant(), ... )>>> pd.activities['author'].definePerformer('author') >>> pd.activities['review'].definePerformer('reviewer')
and run our process:
>>> proc = pd() >>> proc.start() ... # doctest: +NORMALIZE_WHITESPACE ProcessStarted(Process('sample')) Transition(None, Activity('sample.author')) ActivityStarted(Activity('sample.author')) WorkItemStarting('author') WorkItemStarted('author')>>> work_list.pop().finish() WorkItemFinished('author') ActivityFinished(Activity('sample.author')) Transition(Activity('sample.author'), Activity('sample.review')) ActivityStarted(Activity('sample.review')) WorkItemStarting('review') WorkItemStarted('review')
This time, we’ll say that we should publish:
>>> work_list.pop().finish(True) WorkItemFinished('review') ActivityFinished(Activity('sample.review')) Transition(Activity('sample.review'), Activity('sample.reject')) ActivityStarted(Activity('sample.reject')) WorkItemStarting('reject') Rejected WorkItemFinished('reject') ActivityFinished(Activity('sample.reject')) ProcessFinished(Process('sample')) WorkItemStarted('reject')
But we went to the reject activity anyway. Why? Because transitions are tested in order. Because the transition to the reject activity was tested first and had no condition, we followed it without checking the condition for the transition to the publish activity. We can fix this by specifying outgoing transitions on the reviewer activity directly. To do this, we’ll also need to specify ids in our transitions. Let’s redefine the process:
>>> pd = process.ProcessDefinition('sample', integration) >>> pdfactory.register(pd)>>> pd.defineActivities( ... author = process.ActivityDefinition(), ... review = process.ActivityDefinition(), ... publish = process.ActivityDefinition(), ... reject = process.ActivityDefinition(), ... ) >>> pd.defineTransitions( ... process.TransitionDefinition('author', 'review'), ... process.TransitionDefinition('review', 'reject', id='reject'), ... process.TransitionDefinition( ... 'review', 'publish', id='publish', ... condition=lambda proc: proc.workflowRelevantData.publish), ... )>>> pd.defineApplications( ... author = process.Application(), ... review = process.Application( ... process.OutputParameter('publish')), ... publish = process.Application(), ... reject = process.Application(), ... )>>> pd.activities['author'].addApplication('author') >>> pd.activities['review'].addApplication('review', ['publish']) >>> pd.activities['publish'].addApplication('publish') >>> pd.activities['reject'].addApplication('reject')>>> pd.defineParticipants( ... author = process.Participant(), ... reviewer = process.Participant(), ... )>>> pd.activities['author'].definePerformer('author') >>> pd.activities['review'].definePerformer('reviewer')>>> pd.activities['review'].addOutgoing('publish') >>> pd.activities['review'].addOutgoing('reject')
Now, when we run the process, we’ll go to the publish activity as expected:
>>> proc = pd() >>> proc.start() ... # doctest: +NORMALIZE_WHITESPACE ProcessStarted(Process('sample')) Transition(None, Activity('sample.author')) ActivityStarted(Activity('sample.author')) WorkItemStarting('author') WorkItemStarted('author')>>> work_list.pop().finish() WorkItemFinished('author') ActivityFinished(Activity('sample.author')) Transition(Activity('sample.author'), Activity('sample.review')) ActivityStarted(Activity('sample.review')) WorkItemStarting('review') WorkItemStarted('review')>>> work_list.pop().finish(True) WorkItemFinished('review') ActivityFinished(Activity('sample.review')) Transition(Activity('sample.review'), Activity('sample.publish')) ActivityStarted(Activity('sample.publish')) WorkItemStarting('publish') Published WorkItemFinished('publish') ActivityFinished(Activity('sample.publish')) ProcessFinished(Process('sample')) WorkItemStarted('publish')
Let’s see the other way also, where we should transition to reject:
>>> proc = pd() >>> proc.start() ... # doctest: +NORMALIZE_WHITESPACE ProcessStarted(Process('sample')) Transition(None, Activity('sample.author')) ActivityStarted(Activity('sample.author')) WorkItemStarting('author') WorkItemStarted('author')>>> work_list.pop().finish() WorkItemFinished('author') ActivityFinished(Activity('sample.author')) Transition(Activity('sample.author'), Activity('sample.review')) ActivityStarted(Activity('sample.review')) WorkItemStarting('review') WorkItemStarted('review')>>> work_list.pop().finish(False) WorkItemFinished('review') ActivityFinished(Activity('sample.review')) Transition(Activity('sample.review'), Activity('sample.reject')) ActivityStarted(Activity('sample.reject')) WorkItemStarting('reject') Rejected WorkItemFinished('reject') ActivityFinished(Activity('sample.reject')) ProcessFinished(Process('sample')) WorkItemStarted('reject')
Complex Flows
Lets look at a more complex example. In this example, we’ll extend the process to work with multiple reviewers. We’ll also make the work-list handling a bit more sophisticated. We’ll also introduce some new concepts:
splits and joins
process arguments
Consider the publication process shown below:
Author: Tech Tech Editorial Reviewer 1: Reviewer 2: Reviewer: =========== =========== =========== ============== --------- ----------------------------------------------------| Start | / --------- | V ----------- | Prepare |<------------------------------\ ----------- \ | ------------ \ | | Tech |--------------- \ \ |------->| Review 1 | V | | ------------ ---------- ------------- \ | Tech | | Editorial | ---------- ------------------->| Review |--->| Review |-->| Reject | | 2 | ------------- ---------- ---------- | | ----------- / \ | Prepare | / \--------\ | Final |<----------------------------/ | ----------- | ^ | ---------- V | \------------------------------->| Review | ----------- \ | Final |----->| Publish | ------------------------------------| | ----------- ----------
Here we’ve arranged the process diagram into columns, with the activities for each participant. We have four participants, the author, two technical reviewers, and an editorial reviewer. The author prepares a draft. The author sends the draft to both technical reviewers for review. When the technical reviews have completed, the editorial review does an initial editorial review. Based on the technical reviews, the editor may choose to:
Reject the document
Publish the document as is
Request technical changes (based on the technical reviewers’ comments), or
Request editorial changes.
If technical changes are required, the work flows back to the “Prepare” activity. If editorial changes are necessary, then work flows to the “Prepare Final” activity. When the author has made the editorial changes, work flows to “Review Final”. The editor may request additional changes, in which case, work flows back to “Prepare Final”, otherwise, the work flows to “Publish”.
This example illustrates different kinds of “joins” and “splits”. The term “join” refers to the way incoming transitions to an activity are handled. There are two kinds of joins: “and” and “xor”. With an “and” join, the activity waits for each of the incoming transitions. In this example, the inputs to the “Editorial Review” activity form an “and” join. Editorial review waits until each of the technical reviews are completed. The rest of the joins in this example are “xor” joins. The activity starts on any transition into the activity.
The term “split” refers to way outgoing transitions from an activity are handled. Normally, exactly one transition out of an activity is used. This is called an “xor” split. With an “and” split, all transitions with boolean conditions that evaluate to True are used. In this example, the “Prepare” activity has an “and” split. Work flows simultaneously to the two technical review activities. The rest of the splits in this example are “xor” splits.
Lets create our new workflow process. We’ll reuse our existing integration object:
>>> Publication = process.ProcessDefinition('Publication') >>> Publication.integration = integration >>> pdfactory.register(Publication)>>> Publication.defineActivities( ... start = process.ActivityDefinition("Start"), ... prepare = process.ActivityDefinition("Prepare"), ... tech1 = process.ActivityDefinition("Technical Review 1"), ... tech2 = process.ActivityDefinition("Technical Review 2"), ... review = process.ActivityDefinition("Editorial Review"), ... final = process.ActivityDefinition("Final Preparation"), ... rfinal = process.ActivityDefinition("Review Final"), ... publish = process.ActivityDefinition("Publish"), ... reject = process.ActivityDefinition("Reject"), ... )
Here, we’ve passed strings to the activity definitions providing names. Names must be either unicode or ASCII strings.
We define our transitions:
>>> Publication.defineTransitions( ... process.TransitionDefinition('start', 'prepare'), ... process.TransitionDefinition('prepare', 'tech1'), ... process.TransitionDefinition('prepare', 'tech2'), ... process.TransitionDefinition('tech1', 'review'), ... process.TransitionDefinition('tech2', 'review'), ... ... process.TransitionDefinition( ... 'review', 'reject', ... condition=lambda proc: not proc.workflowRelevantData.publish ... ), ... process.TransitionDefinition( ... 'review', 'prepare', ... condition=lambda proc: proc.workflowRelevantData.tech_changes ... ), ... process.TransitionDefinition( ... 'review', 'final', ... condition=lambda proc: proc.workflowRelevantData.ed_changes ... ), ... process.TransitionDefinition('review', 'publish'), ... ... process.TransitionDefinition('final', 'rfinal'), ... process.TransitionDefinition( ... 'rfinal', 'final', ... condition=lambda proc: proc.workflowRelevantData.ed_changes ... ), ... process.TransitionDefinition('rfinal', 'publish'), ... )
We specify our “and” split and join:
>>> Publication.activities['prepare'].andSplit(True) >>> Publication.activities['review'].andJoin(True)
We define our participants and applications:
>>> Publication.defineParticipants( ... author = process.Participant("Author"), ... tech1 = process.Participant("Technical Reviewer 1"), ... tech2 = process.Participant("Technical Reviewer 2"), ... reviewer = process.Participant("Editorial Reviewer"), ... )>>> Publication.defineApplications( ... prepare = process.Application(), ... tech_review = process.Application( ... process.OutputParameter('publish'), ... process.OutputParameter('tech_changes'), ... ), ... ed_review = process.Application( ... process.InputParameter('publish1'), ... process.InputParameter('tech_changes1'), ... process.InputParameter('publish2'), ... process.InputParameter('tech_changes2'), ... process.OutputParameter('publish'), ... process.OutputParameter('tech_changes'), ... process.OutputParameter('ed_changes'), ... ), ... publish = process.Application(), ... reject = process.Application(), ... final = process.Application(), ... rfinal = process.Application( ... process.OutputParameter('ed_changes'), ... ), ... )>>> Publication.activities['prepare'].definePerformer('author') >>> Publication.activities['prepare'].addApplication('prepare')>>> Publication.activities['tech1'].definePerformer('tech1') >>> Publication.activities['tech1'].addApplication( ... 'tech_review', ['publish1', 'tech_changes1'])>>> Publication.activities['tech2'].definePerformer('tech2') >>> Publication.activities['tech2'].addApplication( ... 'tech_review', ['publish2', 'tech_changes2'])>>> Publication.activities['review'].definePerformer('reviewer') >>> Publication.activities['review'].addApplication( ... 'ed_review', ... ['publish1', 'tech_changes1', 'publish2', 'tech_changes2', ... 'publish', 'tech_changes', 'ed_changes'], ... )>>> Publication.activities['final'].definePerformer('author') >>> Publication.activities['final'].addApplication('final')>>> Publication.activities['rfinal'].definePerformer('reviewer') >>> Publication.activities['rfinal'].addApplication( ... 'rfinal', ['ed_changes'], ... )>>> Publication.activities['publish'].addApplication('publish') >>> Publication.activities['reject'].addApplication('reject')
We want to be able to specify an author when we start the process. We’d also like to be told the final disposition of the process. To accomplish this, we’ll define parameters for our process:
>>> Publication.defineParameters( ... process.InputParameter('author'), ... process.OutputParameter('publish'), ... )
Now that we’ve defined the process, we need to provide participant and application components. Let’s start with our participants. Rather than sharing a single work list, we’ll give each user their own work list. We’ll also create preexisting participants and return them. Finally, we’ll create multiple authors and use the selected one:
>>> class User: ... def __init__(self): ... self.work_list = []>>> authors = {'bob': User(), 'ted': User(), 'sally': User()}>>> reviewer = User() >>> tech1 = User() >>> tech2 = User()>>> class Author(Participant): ... def __init__(self, activity, process): ... Participant.__init__(self, activity, process) ... author_name = activity.process.workflowRelevantData.author ... print(("Author `%s` selected" % author_name)) ... self.user = authors[author_name]
In this example, we need to define a separate attribute for each participant:
>>> integration.authorParticipant = Author
When the process is created, the author name will be passed in and assigned to the workflow-relevant data. Our author class uses this information to select the named user.
>>> class Reviewer(Participant): ... user = reviewer >>> integration.reviewerParticipant = Reviewer>>> class Tech1(Participant): ... user = tech1 >>> integration.tech1Participant = Tech1>>> class Tech2(Participant): ... user = tech2 >>> integration.tech2Participant = Tech2
We’ll use our orginal participation class for activities without performers:
>>> integration.Participant = Participant
Now we’ll create our applications. Let’s start with our author:
>>> @zope.interface.implementer(interfaces.IWorkItem) ... class ApplicationBase(object): ... zope.component.adapts(interfaces.IParticipant) ... ... def __init__(self, participant, process, activity): ... self.participant = participant ... self.activity = participant.activity ... participant.user.work_list.append(self) ... ... def start(self, args): ... pass ... ... def finish(self): ... self.participant.activity.workItemFinished(self)>>> class Prepare(ApplicationBase): ... ... def summary(self): ... process = self.activity.process ... doc = getattr(process.applicationRelevantData, 'doc', '') ... if doc: ... print ('Previous draft:') ... print (doc) ... print ('Changes we need to make:') ... for change in process.workflowRelevantData.tech_changes: ... print (change) ... else: ... print ('Please write the initial draft') ... ... def finish(self, doc): ... self.activity.process.applicationRelevantData.doc = doc ... super(Prepare, self).finish()>>> integration.prepareWorkItem = Prepare
Since we used the prepare application for revisions as well as initial preparation, we provide a summary method to show us what we have to do.
Here we get the document created by the author passed in as an argument to the finish method. In a more realistic implementation, the author task would create the document at the start of the task and provide a user interface for the user to edit it. We store the document as application-relevant data, since we’ll want reviewers to be able to access it, but we don’t need it directly for workflow control.
>>> class TechReview(ApplicationBase): ... ... def getDoc(self): ... return self.activity.process.applicationRelevantData.doc ... ... def finish(self, decision, changes): ... output = {'publish': decision, 'tech_changes': changes} ... self.activity.workItemFinished(self, output)>>> integration.tech_reviewWorkItem = TechReview
Here, we provided a method to access the original document.
>>> class Review(TechReview): ... ... def start(self, args): ... publish1 = args['publish1'] ... publish2 = args['publish2'] ... changes1 = args['tech_changes1'] ... changes2 = args['tech_changes2'] ... if not (publish1 and publish2): ... output = {'publish': False, ... 'tech_changes': changes1 + changes2, ... 'ed_changes': ()} ... # Reject if either tech reviewer rejects ... self.activity.workItemFinished( ... self, output) ... ... if changes1 or changes2: ... output = {'publish': True, ... 'tech_changes': changes1 + changes2, ... 'ed_changes': ()} ... # we won't do anything if there are tech changes ... self.activity.workItemFinished( ... self, output) ... ... def finish(self, ed_changes): ... output = {'publish': True, 'tech_changes': (), 'ed_changes': ed_changes} ... self.activity.workItemFinished(self, output)>>> integration.ed_reviewWorkItem = Review
In this implementation, we decided to reject outright if either technical editor recommended rejection and to send work back to preparation if there are any technical changes. We also subclassed TechReview to get the getDoc method.
We’ll reuse the publish and reject application from the previous example.
>>> class Final(ApplicationBase): ... ... def summary(self): ... process = self.activity.process ... doc = getattr(process.applicationRelevantData, 'doc', '') ... print ('Previous draft:') ... print((self.activity.process.applicationRelevantData.doc)) ... print ('Changes we need to make:') ... for change in process.workflowRelevantData.ed_changes: ... print (change) ... ... def finish(self, doc): ... self.activity.process.applicationRelevantData.doc = doc ... super(Final, self).finish()>>> integration.finalWorkItem = Final
In our this application, we simply update the document to reflect changes.
>>> class ReviewFinal(TechReview): ... ... def finish(self, ed_changes): ... output = {'ed_changes': ed_changes} ... self.activity.workItemFinished(self, output)>>> integration.rfinalWorkItem = ReviewFinal
Our process now returns data. When we create a process, we need to supply an object that it can call back to:
>>> @zope.interface.implementer(interfaces.IProcessContext) ... class PublicationContext: ... ... def processFinished(self, process, decision): ... self.decision = decision
Now, let’s try out our process:
>>> context = PublicationContext() >>> proc = Publication(context) >>> proc.start('bob') ProcessStarted(Process('Publication')) Transition(None, Activity('Publication.start')) ActivityStarted(Activity('Publication.start')) ActivityFinished(Activity('Publication.start')) Author `bob` selected Transition(Activity('Publication.start'), Activity('Publication.prepare')) ActivityStarted(Activity('Publication.prepare')) WorkItemStarting('prepare') WorkItemStarted('prepare')
We should have added an item to bob’s work list. Let’s get it and finish it, submitting a document:
>>> item = authors['bob'].work_list.pop() >>> item.finish("I give my pledge, as an American\n" ... "to save, and faithfully to defend from waste\n" ... "the natural resources of my Country.") WorkItemFinished('prepare') ActivityFinished(Activity('Publication.prepare')) Transition(Activity('Publication.prepare'), Activity('Publication.tech1')) ActivityStarted(Activity('Publication.tech1')) WorkItemStarting('tech_review') WorkItemStarted('tech_review') Transition(Activity('Publication.prepare'), Activity('Publication.tech2')) ActivityStarted(Activity('Publication.tech2')) WorkItemStarting('tech_review') WorkItemStarted('tech_review')
Notice that we transitioned to two activities, tech1 and tech2. This is because the prepare activity has an “and” split. Now we’ll do a tech review. Let’s see what tech1 has:
>>> item = tech1.work_list.pop() >>> print((item.getDoc())) I give my pledge, as an American to save, and faithfully to defend from waste the natural resources of my Country.
Let’s tell the author to change “American” to “Earthling”:
>>> item.finish(True, ['Change "American" to "Earthling"']) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech1')) Transition(Activity('Publication.tech1'), Activity('Publication.review'))
Here we transitioned to the editorial review activity, but we didn’t start it. This is because the editorial review activity has an “and” join, meaning that it won’t start until both transitions have occurred.
Now we’ll do the other technical review:
>>> item = tech2.work_list.pop() >>> item.finish(True, ['Change "Country" to "planet"']) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech2')) Transition(Activity('Publication.tech2'), Activity('Publication.review')) ActivityStarted(Activity('Publication.review')) WorkItemStarting('ed_review') WorkItemFinished('ed_review') ActivityFinished(Activity('Publication.review')) Author `bob` selected Transition(Activity('Publication.review'), Activity('Publication.prepare')) ActivityStarted(Activity('Publication.prepare')) WorkItemStarting('prepare') WorkItemStarted('prepare') WorkItemStarted('ed_review')
Now when we transitioned to the editorial review activity, we started it, because each of the input transitions had happened. Our editorial review application automatically sent the work back to preparation, because there were technical comments. Of course the author is still bob. Let’s address the comments:
>>> item = authors['bob'].work_list.pop() >>> item.summary() Previous draft: I give my pledge, as an American to save, and faithfully to defend from waste the natural resources of my Country. Changes we need to make: Change "American" to "Earthling" Change "Country" to "planet">>> item.finish("I give my pledge, as an Earthling\n" ... "to save, and faithfully to defend from waste\n" ... "the natural resources of my planet.") WorkItemFinished('prepare') ActivityFinished(Activity('Publication.prepare')) Transition(Activity('Publication.prepare'), Activity('Publication.tech1')) ActivityStarted(Activity('Publication.tech1')) WorkItemStarting('tech_review') WorkItemStarted('tech_review') Transition(Activity('Publication.prepare'), Activity('Publication.tech2')) ActivityStarted(Activity('Publication.tech2')) WorkItemStarting('tech_review') WorkItemStarted('tech_review')
As before, after completing the initial edits, we start the technical review activities again. We’ll review it again. This time, we have no comments, because the author applied our requested changes:
>>> item = tech1.work_list.pop() >>> item.finish(True, []) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech1')) Transition(Activity('Publication.tech1'), Activity('Publication.review'))>>> item = tech2.work_list.pop() >>> item.finish(True, []) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech2')) Transition(Activity('Publication.tech2'), Activity('Publication.review')) ActivityStarted(Activity('Publication.review')) WorkItemStarting('ed_review') WorkItemStarted('ed_review')
This time, we are left in the technical review activity because there weren’t any technical changes. We’re ready to do our editorial review. We’ll request an editorial change:
>>> item = reviewer.work_list.pop() >>> print((item.getDoc())) I give my pledge, as an Earthling to save, and faithfully to defend from waste the natural resources of my planet.>>> item.finish(['change "an" to "a"']) WorkItemFinished('ed_review') ActivityFinished(Activity('Publication.review')) Author `bob` selected Transition(Activity('Publication.review'), Activity('Publication.final')) ActivityStarted(Activity('Publication.final')) WorkItemStarting('final') WorkItemStarted('final')
Because we requested editorial changes, we transitioned to the final editing activity, so that the author (still bob) can make the changes:
>>> item = authors['bob'].work_list.pop() >>> item.summary() Previous draft: I give my pledge, as an Earthling to save, and faithfully to defend from waste the natural resources of my planet. Changes we need to make: change "an" to "a">>> item.finish("I give my pledge, as a Earthling\n" ... "to save, and faithfully to defend from waste\n" ... "the natural resources of my planet.") WorkItemFinished('final') ActivityFinished(Activity('Publication.final')) Transition(Activity('Publication.final'), Activity('Publication.rfinal')) ActivityStarted(Activity('Publication.rfinal')) WorkItemStarting('rfinal') WorkItemStarted('rfinal')
We transition to the activity for reviewing the final edits. We review the document and approve it for publication:
>>> item = reviewer.work_list.pop() >>> print((item.getDoc())) I give my pledge, as a Earthling to save, and faithfully to defend from waste the natural resources of my planet.>>> item.finish([]) WorkItemFinished('rfinal') ActivityFinished(Activity('Publication.rfinal')) Transition(Activity('Publication.rfinal'), Activity('Publication.publish')) ActivityStarted(Activity('Publication.publish')) WorkItemStarting('publish') Published WorkItemFinished('publish') ActivityFinished(Activity('Publication.publish')) ProcessFinished(Process('Publication')) WorkItemStarted('publish')
At this point, the rest of the process finished automatically. In addition, the decision was recorded in the process context object:
>>> proc.workflowRelevantData.publish True
Coming Soon
Timeouts/exceptions
See also
http://www.wfmc.org http://www.wfmc.org/standards/standards.htm
XPDL Import
We can import process definitions from files in the XML Process Definition Language (XPDL) format. An XPDL file contains multiple process definitions arranged in a package. When we load the file, we get a package containing some number of process definitions.
Let’s look at an example. The file publication.xpdl contains a definition for the publication example developed in the “README.txt” file. We can read it using the xpdl module:
>>> from shoobx.wfmc import xpdl >>> import os >>> package = xpdl.read(open(os.path.join(this_directory, ... 'publication-1.0.xpdl')))
This package contains a single definition:
>>> package {'Publication': ProcessDefinition('Publication')}>>> pd = package['Publication'] >>> from shoobx.wfmc.attributeintegration import AttributeIntegration >>> integration = AttributeIntegration() >>> pd.integration = integration
Now, having read the process definition, we can use it as we did before (in “README.txt”). As before, we’ll create an event subscriber so that we can see what’s going on:
>>> def log_workflow(event): ... print(event)>>> import zope.event >>> zope.event.subscribers.append(log_workflow)
and we’ll register the process definition as a utility:
>>> import zope.component >>> from shoobx.wfmc.process import StaticProcessDefinitionFactory >>> pdfactory = StaticProcessDefinitionFactory() >>> zope.component.provideUtility(pdfactory) >>> pdfactory.register(pd)
and we’ll define and register participant and application adapters:
>>> import zope.interface >>> from shoobx.wfmc import interfaces>>> @zope.interface.implementer(interfaces.IParticipant) ... class Participant(object): ... zope.component.adapts(interfaces.IActivity) ... ... def __init__(self, activity, process): ... self.activity = activity>>> class User: ... def __init__(self): ... self.work_list = []>>> authors = {'bob': User(), 'ted': User(), 'sally': User()}>>> reviewer = User() >>> tech1 = User() >>> tech2 = User()>>> class Author(Participant): ... def __init__(self, activity, process): ... Participant.__init__(self, activity, process) ... author_name = activity.process.workflowRelevantData.author ... print("Author `%s` selected" % author_name) ... self.user = authors[author_name]>>> integration.authorParticipant = Author>>> class Reviewer(Participant): ... user = reviewer >>> integration.reviewerParticipant = Reviewer>>> class Tech1(Participant): ... user = tech1 >>> integration.tech1Participant = Tech1>>> class Tech2(Participant): ... user = tech2 >>> integration.tech2Participant = Tech2>>> integration.SystemParticipant = Participant>>> @zope.interface.implementer(interfaces.IWorkItem) ... class ApplicationBase(object): ... zope.component.adapts(interfaces.IParticipant) ... ... def __init__(self, participant, process, activity): ... self.participant = participant ... self.activity = participant.activity ... participant.user.work_list.append(self) ... ... def start(self, args): ... pass ... ... def finish(self): ... self.participant.activity.workItemFinished(self)>>> class Prepare(ApplicationBase): ... ... def summary(self): ... process = self.activity.process ... doc = getattr(process.applicationRelevantData, 'doc', '') ... if doc: ... print('Previous draft:') ... print(doc) ... print('Changes we need to make:') ... for change in process.workflowRelevantData.tech_changes: ... print(change) ... else: ... print('Please write the initial draft') ... ... def finish(self, doc): ... self.activity.process.applicationRelevantData.doc = doc ... super(Prepare, self).finish()>>> integration.prepareWorkItem = Prepare>>> class TechReview(ApplicationBase): ... ... def getDoc(self): ... return self.activity.process.applicationRelevantData.doc ... ... def finish(self, decision, changes): ... output = {'publish': decision, 'tech_changes': changes} ... self.activity.workItemFinished(self, output)>>> integration.tech_reviewWorkItem = TechReview>>> class Review(TechReview): ... ... def start(self, args): ... publish1 = args['publish1'] ... publish2 = args['publish2'] ... changes1 = args['tech_changes1'] ... changes2 = args['tech_changes2'] ... if not (publish1 and publish2): ... output = {'publish': False, ... 'tech_changes': changes1 + changes2, ... 'ed_changes': ()} ... # Reject if either tech reviewer rejects ... self.activity.workItemFinished( ... self, output) ... ... if changes1 or changes2: ... output = {'publish': True, ... 'tech_changes': changes1 + changes2, ... 'ed_changes': ()} ... # we won't do anyting if there are tech changes ... self.activity.workItemFinished( ... self, output) ... ... def finish(self, ed_changes): ... output = {'publish': True, 'tech_changes': (), 'ed_changes': ed_changes} ... self.activity.workItemFinished(self, output)>>> integration.ed_reviewWorkItem = Review>>> class Final(ApplicationBase): ... ... def summary(self): ... process = self.activity.process ... doc = getattr(process.applicationRelevantData, 'doc', '') ... print('Previous draft:') ... print(self.activity.process.applicationRelevantData.doc) ... print('Changes we need to make:') ... for change in process.workflowRelevantData.ed_changes: ... print(change) ... ... def finish(self, doc): ... self.activity.process.applicationRelevantData.doc = doc ... super(Final, self).finish()>>> integration.finalWorkItem = Final>>> class ReviewFinal(TechReview): ... ... def finish(self, ed_changes): ... output = {'publish': True, 'tech_changes': (), 'ed_changes': ed_changes} ... self.activity.workItemFinished(self, output)>>> integration.rfinalWorkItem = ReviewFinal>>> @zope.interface.implementer(interfaces.IWorkItem) ... class Publish: ... zope.component.adapts(interfaces.IParticipant) ... ... def __init__(self, participant, process, activity): ... self.participant = participant ... ... def start(self, args): ... print("Published") ... self.finish() ... ... def finish(self): ... self.participant.activity.workItemFinished(self)>>> integration.publishWorkItem = Publish>>> class Reject(Publish): ... def start(self, args): ... print("Rejected") ... self.finish()>>> integration.rejectWorkItem = Reject
and a process context, so we can pass parameters:
>>> @zope.interface.implementer(interfaces.IProcessContext) ... class PublicationContext: ... ... def processFinished(self, process, decision): ... self.decision = decision
Now, let’s try out our process. We’ll follow the same steps we did in “README.txt”, getting the same results:
>>> context = PublicationContext() >>> proc = pd(context) >>> proc.start('bob') ProcessStarted(Process('Publication')) Transition(None, Activity('Publication.start')) ActivityStarted(Activity('Publication.start')) ActivityFinished(Activity('Publication.start')) Author `bob` selected Transition(Activity('Publication.start'), Activity('Publication.prepare')) ActivityStarted(Activity('Publication.prepare')) WorkItemStarting('prepare') WorkItemStarted('prepare')>>> item = authors['bob'].work_list.pop() >>> item.finish("I give my pledge, as an American\n" ... "to save, and faithfully to defend from waste\n" ... "the natural resources of my Country.") WorkItemFinished('prepare') ActivityFinished(Activity('Publication.prepare')) Transition(Activity('Publication.prepare'), Activity('Publication.tech1')) ActivityStarted(Activity('Publication.tech1')) WorkItemStarting('tech_review') WorkItemStarted('tech_review') Transition(Activity('Publication.prepare'), Activity('Publication.tech2')) ActivityStarted(Activity('Publication.tech2')) WorkItemStarting('tech_review') WorkItemStarted('tech_review')>>> item = tech1.work_list.pop() >>> print(item.getDoc()) I give my pledge, as an American to save, and faithfully to defend from waste the natural resources of my Country.>>> item.finish(True, ['Change "American" to "human"']) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech1')) Transition(Activity('Publication.tech1'), Activity('Publication.review'))>>> item = tech2.work_list.pop() >>> item.finish(True, ['Change "Country" to "planet"']) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech2')) Transition(Activity('Publication.tech2'), Activity('Publication.review')) ActivityStarted(Activity('Publication.review')) WorkItemStarting('ed_review') WorkItemFinished('ed_review') ActivityFinished(Activity('Publication.review')) Author `bob` selected Transition(Activity('Publication.review'), Activity('Publication.prepare')) ActivityStarted(Activity('Publication.prepare')) WorkItemStarting('prepare') WorkItemStarted('prepare') WorkItemStarted('ed_review')>>> item = authors['bob'].work_list.pop() >>> item.summary() Previous draft: I give my pledge, as an American to save, and faithfully to defend from waste the natural resources of my Country. Changes we need to make: Change "American" to "human" Change "Country" to "planet">>> item.finish("I give my pledge, as an human\n" ... "to save, and faithfully to defend from waste\n" ... "the natural resources of my planet.") WorkItemFinished('prepare') ActivityFinished(Activity('Publication.prepare')) Transition(Activity('Publication.prepare'), Activity('Publication.tech1')) ActivityStarted(Activity('Publication.tech1')) WorkItemStarting('tech_review') WorkItemStarted('tech_review') Transition(Activity('Publication.prepare'), Activity('Publication.tech2')) ActivityStarted(Activity('Publication.tech2')) WorkItemStarting('tech_review') WorkItemStarted('tech_review')>>> item = tech1.work_list.pop() >>> item.finish(True, []) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech1')) Transition(Activity('Publication.tech1'), Activity('Publication.review'))>>> item = tech2.work_list.pop() >>> item.finish(True, []) WorkItemFinished('tech_review') ActivityFinished(Activity('Publication.tech2')) Transition(Activity('Publication.tech2'), Activity('Publication.review')) ActivityStarted(Activity('Publication.review')) WorkItemStarting('ed_review') WorkItemStarted('ed_review')>>> item = reviewer.work_list.pop() >>> print(item.getDoc()) I give my pledge, as an human to save, and faithfully to defend from waste the natural resources of my planet.>>> item.finish(['change "an" to "a"']) WorkItemFinished('ed_review') ActivityFinished(Activity('Publication.review')) Author `bob` selected Transition(Activity('Publication.review'), Activity('Publication.final')) ActivityStarted(Activity('Publication.final')) WorkItemStarting('final') WorkItemStarted('final')>>> item = authors['bob'].work_list.pop() >>> item.summary() Previous draft: I give my pledge, as an human to save, and faithfully to defend from waste the natural resources of my planet. Changes we need to make: change "an" to "a">>> item.finish("I give my pledge, as a human\n" ... "to save, and faithfully to defend from waste\n" ... "the natural resources of my planet.") WorkItemFinished('final') ActivityFinished(Activity('Publication.final')) Transition(Activity('Publication.final'), Activity('Publication.rfinal')) ActivityStarted(Activity('Publication.rfinal')) WorkItemStarting('rfinal') WorkItemStarted('rfinal')>>> item = reviewer.work_list.pop() >>> print(item.getDoc()) I give my pledge, as a human to save, and faithfully to defend from waste the natural resources of my planet.>>> item.finish([]) WorkItemFinished('rfinal') ActivityFinished(Activity('Publication.rfinal')) Transition(Activity('Publication.rfinal'), Activity('Publication.publish')) ActivityStarted(Activity('Publication.publish')) WorkItemStarting('publish') Published WorkItemFinished('publish') ActivityFinished(Activity('Publication.publish')) ProcessFinished(Process('Publication')) WorkItemStarted('publish')>>> proc.workflowRelevantData.publish True
Descriptions
Most process elements can have names and descriptions.
>>> pd.__name__ 'Publication'>>> pd.description 'This is the sample process'>>> pd.applications['prepare'].__name__ 'Prepare'>>> pd.applications['prepare'].description 'Prepare the initial draft'>>> pd.activities['tech1'].__name__ 'Technical Review 1'>>> pd.activities['tech1'].description 'This is the first Technical Review.'>>> pd.participants['tech1'].__name__ 'Technical Reviewer 1'>>> pd.participants['tech1'].description 'He is a smart guy.'>>> sorted([item.__name__ for item in pd.transitions]) ['Transition', 'Transition', 'Transition', 'Transition', 'Transition', 'Transition', 'Transition', 'Transition', 'Transition', 'Transition', 'Transition to Tech Review 1', 'Transition to Tech Review 2']>>> descriptions = [item.description for item in pd.transitions if item.description] >>> 'Use this transition if there are editorial changes required.' in descriptions True
CHANGES
4.3.2 (2024-10-17)
Added support for LiteralParameters
4.3.1 (2023-04-04)
Moving CI to github actions
Removed buildout support
Added Python 3.10 and 3.11 support.
Removed Python 2 support.
Fixed Deadline / ExceptionName parsing.
4.3.0 (2022-04-07)
evaluateInputs: refactored to handle most common exceptions.
getInitialDataFieldsValues: new function to parse datafields initial values.
drop Python 2 support.
4.2.2 (2019-09-06)
Exposed deadline parsing as Activity.digestDeadlineDefinition
4.2.0 (2018-11-12)
Add Python 3.7 support.
Remove Python 3.5 support.
Remvoe all deprecation and resource warnings.
4.1.1 (2018-02-08)
More Python 3 compatibility.
4.1.0 (2018-02-06)
Python 3 support.
4.0.4 (2017-11-01)
Make the now function pluggable.
4.0.3 (2017-06-20)
Nothing changed yet.
4.0.2 (2017-05-25)
Update and improve Trove classifiers.
4.0.1 (2017-05-25)
Fix small ReST issues, so that PyPI description will render.
4.0.0 (2017-05-25)
Renamed from zope.wfmc to shoobx.wfmc.
Added support for community CI and coverage tools.
Raise an exception on duplicate ExtendedAttribute Name in a single ExtendedAttributes container
Use IProcessDefinitionFactory to retrieve process definitions instead of named utilities. This additional layer of indirection allows to generate definitions dynamically.
Support for synchronious and asynchronous execution of WFMC subflows. Subflows are executed as part of main process, however have their separate state (workflow variables).
The simplistic Python evaluate(expr, locals) function has been replaced by the PythonExpressionEvaluator component, which is an adapter from IProcess to IPythonExpressionEvaluator. The evaluation locals namespace is automatically filled with workflow- and application-relevant data attributes, the context of the process and the passed in locals variable.
All calls of evaluate() have been updated to use the adapter.
This change allows for easy replacement of the evaluation engine to hook up a safe Python engine (i.e. RestrictedPython) and to provide more namespace entries.
Transition conditions can now be evaluated in the larger context of a process, instead of just the workflow-relevant data. Thus their calling signature changed from condition(data) to condition(process, data).
TextCondition has been changed to use the PythonExpressionEvaluator component. Also, the compile optimization has been removed, since the expression evalautor can do this more effectively.
Support for aborting processes and activities.
Work items can be abortable by implementing IAbortWorkItem.
Work items can be cleaned up, if they implement ICleanupWorkItem.
Activities keep track of finished work items.
Activities can clean themselves up by cleaning up work items.
Processes keep track of finished activities.
When processes are aborted, the following is done:
All activities are aborted.
All finished activities are cleaned up.
isAborted flag is set on a process.
Support for reading XPDL-2.1 added
Added reading Pools and Lanes from XPDL
3.5.0 (2009-07-24)
Update tests to latest package versions.
3.4.0 (2007-11-02)
Initial release independent of the main Zope tree.
Project details
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