What are the alternate technologies for Rule engines? - rule-engine

Rule Engine is generally for automatically and dynamically executing a set of rules to arrive at a result. Rule engine is more specifically useful to separate business component from the technology manipulations. Can any other technology be an alternate for rule engine but still perform the same automation on dynamic information?

Have you taken a look at NebriOS? I would be surprised if that didn't meet your needs. It sounds like you might be looking for a more generic solution that an Business Rule Management environment that can interact with other platforms and services. Maybe, more of a standalone software tool?

Related

Use drools as the underlying rule engine for a saas solution offering complex, editable rules

I'm in the process of designing a new saas solution that lets users configure relatively complex business rules in a web based environment. I'm leaning towards drools, but the web authoring application that ships with drools is way to complex and 'geeky' to show to the average user.
My idea is to create a simplified web authoring application that connects to drools, but having no experience with drools I have a hard time figuring out if this can be done. So that's my question:
Can this be done?
Secondly, do you think this is a good approach? (I know the 2nd question is a bit too generic for stackoverflow, but I'd appreciate it if you guys could share some quick pointers)
So you expect "relatively complex rules" but the existing authoring tool is too complex? The authoring of "complex rules" is a complex process, and no simple tool will be sufficient. (At least, I haven't seen or heard of one, so far.)
You don't need to "connect to Drools" for an authoring tool. All it has to do is to produce DRL (Drools' native rule language) text which is then compiled.
It would be a good approach, but only if you have an answer to the issue of how to create complexity with simple means.

Process Engines for BPMN 2.0

I'm doing a comparison among all existing BPMN 2.0 Process Engines e.g. Activiti, jBPM etc.
I've prepared a list of 4 process engines which executes BPMN 2.0 given below;
Popular BPMN 2.0 compliant open-source engines:
Activiti: http://www.activiti.org/
jBPM: http://www.jboss.org/jbpm
Bonita: http://www.bonitasoft.com/
A commercial engine:
ActiveVOS: http://www.activevos.com/products
I would appreciate your help if you enhance my research by adding any existing Process Engines (for BPMN 2.0) in the above list along with the quick comparison among all.
I would prefer a very short comparison listing only important features (distinguishing features like what is possible for one and not for others, licensing, dependencies with other products like tomcat & JBoss and operating systems etc)
P.S: I've found much on Activiti vs jBPM but still your answers will be a favor.
I cannot offer you a full-fledged comparison but I can give you some pointers that might help you in your evaluation:
An "Activiti in Action" book has just been published (July
2012) and in it you will have a section reviewing other BPMN process
engines (Section 1.2.3 - Knowing the competitors).
For Activiti, there also exists since recently, a commercially-supported version called camunda fox BPM Platform. They also provide a comparison with the added-value they provide here.
I am disappointed with Activiti. It should be called Spring BPM because it doesn't work well without it. If you don't mind using Spring, then Activiti might be a better fit. If you are using JEE/CDI, then JBPM is a better fit.
I did such a research, too. Here are the key-points which were relevant for our concrete use case:
Bonita:
Bonita has a zero-coding approach which means that they provide an easy to use IDE to build your processes without the need for coding. To achieve that, Bonita has the concept of connectors. For example, if you want to consume a web service, they provide you with a graphical wizzard. The downside is that you have to write the plain XML SOAP-envelope manually and copy it in a graphical textbox. The problem with this approach is that you only can realize use cases which are intended by Bonita. If you want to integrate a system which Bonita did not developed a connector for, you have to code such a connector on your own which is very painful. For example, Bonita offers a SOAP connector for consuming SOAP web services. This connector only works with SOAP 1.2, but not for SOAP 1.1 (http://community.bonitasoft.com/answers/consume-soap-11-webservices-bonita-secure-web-service-connector). If you have a legacy application with SOAP 1.1, you cannot integrate this system easily in your process. The same is true for databases. There are only a few database connectors for dedicated database versions. If you have a version not matching to a connector, you have to code this on your own.
In addition, Bonita has no support for LDAP or Active Directory Sync in the free community edition which is quite a showstopper for a production environment. Another thing to consider is that Bonita is licensed under the GPL / LGPL license which could cause problems when you want to integrate Bonita in another enterprise application. In addition, the community support is very weak. There are several posts which are more than 2 years old and those posts are still not answered.
Another important thing is Business-IT-Alignment. Modelling processes is a collaborative discipline in which IT AND the business analysts are involed. That is why you need adequate tools for both user groups (e.g. an Eclipse Plugin for the developers and an easy to use web modeler for the business people). Bonita only offers Bonita Studio, which needs to be installed on your machine. This IDE is quite technical and not suitable for business users. Therefore, it is very hard to realize Business-IT-Alignment with Bonita.
Bonita is a BPM tool for very trivial and easy processes. Because of the zero-coding approach, the lerning curve is very low and you can start modelling very fast. You need less programming skills and you are able to realize your processes without the need of coding. But as soon as your processes become very complex, Bonita might not be the best solution because of the lack of flexibility. You only can realize use cases which are intended by Bonita.
jBPM:
jBPM is a very powerful Open Source BPM Engine which has a lot of features. The web modeler even supports prefabricated models of some van der Aalst workflow patterns (workflowpatterns.com). Business-IT-Alignment is realizable because jBPM offers an Eclipse integration as well as a web-based modeler. A bit tricky is that you only can define forms in the web modeler, but not in the Eclipse Plugin, as far as I know. To sum up, jBPM is a good candidate for using in a company. Our showstopper was the scalability. jBPM is based on the Rules-Engine Drools. This leads to the fact that whole process instances are persisted as BLOBS in the database. This is a critial showstopper when you consider searching and scalability.
In addition, the learning curve is very high because of the complexity. jBPM does not offer a Service Task like the BPMN-Standard suggests In contrast, you have to define your own Java Service tasks and you have to register them manually in the engine, which results in quite low level programming.
Activiti:
In the end, we went with Activiti because this is a very easy to use framework-based engine. It offers an Eclipse Plugin as well as a modern AngularJS Web-Modeler. In this way, you can realize Business-IT-Alignment. The REST-API is secured by Spring Security which means that you can extend the Engine very easily with Single Sign-on features. Because of the Apache License 2.0, there is no copyleft which means you are completely free in terms of usage and extensibility which is very important in a productive environment.
In addition, the BPMN-coverage is very good. Not all BPMN-elements are realized, but I do not know any engine which does that.
The Activiti Explorer is a demo frontend which demonstrates the usage of the Activiti APIs. Since this frontend is based on VAADIN, it can be extended very easily. The community is very active which means that you can get help very fast if you have any problems.
Activiti offers good integration points for external form-technologies which is very important for a productive usage. The form-technologies of all candidates are very restrictive. Therefore, it makes sense to use a standard form-technology like XForms in combination with the Engine. Even such more complex things are realizable via the formKey-Attribute.
Activiti does not follow the zero-coding approach which means that you will need a bit of coding if you want to orchestrate services. But even the communication with SOAP services can be achieved by using a Java Service Task and Apache CXF. The coding effort is low.
I hope that my key points can help by taking a decision. To be clear, this is no advertisment for Activiti. The right product choice depends on the concrete use cases. I only want to point out the most important points in our project.
Best regards Ben
Nommy, you should take a look at Roubroo - a process engine built to natively support BPMN 2.0. It does not have the legacy of an older process engine being retrofitted to support the new standard. It support BPMN 2.0 execution semantics including the IOR gateway, which I think is the key to way business processes are defined in a networked graph. jBPM and Activiti are based on the underlying PVM, which has great support for some workflow patterns but not for others. Take a look at this research paper : http://eprints.qut.edu.au/14320/1/14320.pdf
and http://www.workflowpatterns.com/evaluations/opensource/
In my opinion currently Camunda BPM Platform the leader in the open source field.
And you mentioned Open Source?
So try camunda if you like:
- Clean BPMN focused engine (Shared, Embedable or "remote")
- Clean and working REST API
- Out of the box Platform with basic administration tools, and development ready API's
- Biggest open-source community (my persnoal oppinion)
- Best of Breed approach in the java eco-system.
- If you like Java.
- If you want to that your Processes get accepted by your IT crowd.
http://www.camunda.com/fox/product/details/
jBPM5 is agnostic to the environment, it doesn't depend on JBoss, you can run it in every Application Server, Servlet Container or a SE environment. jBPM5 is licensed with the Apache Software License V2 which I believe that is a really good idea.
You can of course find more information in the official page.
Cheers
Regarding jBPM:
jBPM is an open-source workflow engine written in Java that can execute business processes described in BPMN 2.0 (or its own process definition language jPDL in earlier versions). It is released under the ASL (or LGPL in earlier versions) by the JBoss company
It includes,
Strong and powerful integration with business rules and event processing.
Process collaboration, monitoring and management through the Guvnor repository and the management consoles.
Human interaction using an independent WS-HT human task service.
In essence jBPM takes graphical process descriptions as input. A process is composed of tasks that are connected with sequence flows. Processes represent an execution flow. The graphical diagram (flow chart) of a process is used as the basis for the communication between non-technical users and developers.
Take also a look at Imixs-Workflow which is a human-centric workflow engine. Unlike the usual engines, Imixs workflow is characterised by strong support for user-centric.
Human-centric business process management means supporting human skills, activities and collaboration in a task-oriented manner. With such a Workflow engine you can protect and securely distribute business data within an event-driven BPM architecture based on the BPMN 2.0 standard.
The Imixs-Workflow engine is open source and can be integrated in Jakarta EE oder deployed out of the box with a Microservice running in a Docker container
Take a look at Zeebe.io - a modern, cloud-native workflow engine with first-class Node.js support.

Are there any workflow engines in existence that don't use BPMN and BPEL?

Our business is planning on building a rather large business application with about 2000 or so users.
Many objects in the system require a mildly complex series of approvals, notifications, etc.
For various reasons, our company has decided to reject formal use of BPMN or BPEL. What I am looking for is a workflow engine that I can pass these objects to as a means of facilitating, tracking, and managing the state of these objects. We are implementing this project using EJB 3.1 with a WebSphere AS.
Am I correct in my understanding of a workflow engine? Everything seems tied to BPMN or BPEL...am I just missing something here as to why most solutions seem to implement BPMN or BPEL? Some advice would be wonderful!
Workflow engines typically take an active role in an enterprise architecture. They execute a declarative process model, which is basically a directed graph consisting of nodes, which represent activities or tasks and edges, which represent the control flow between these edges. Such edges can be annotated with conditions to allow for expressing conditional branching/merging. There are several modelling languages around, like YAWL, XPDL, jPDL, BPEL and BPMN 2.0, which sit on top of these abstract concepts and some syntatic, visual and functional sugar, but only the latter are official industry standards. This is important to avoid vendor locks, make models interchangeable (at least to a certain extent), supportable by experts and different tools. During runtime, process instances are created based on a process model and are executed according to the control flow defined by the model. So the engine actively navigates from one activity to the next activity and thus "orchestrates" your business logic. The main difference between BPMN 2.0 and BPEL is that BPEL is tightly coupled to Web services, i.e. business functions to be invoked by activities are supposed to be rendered as Web service. So if you want to orchestrated WS-* services, it is still the best choice since BPMN 2.0 lacks well-defined and standardized bindings to concrete service implementations. In any case, I'd strongly recommend to use one of the standardized languages since they are both broadly accepted in industry and well supported by various vendors and open source communities.
I tried to explain that in more details because I was not entirely sure about what you mean by "facilitating, tracking, and managing the state of these objects". This sounds a little bit like you are more interested in passively monitoring an object's state change as opposed to actively controlling state changes using a workflow engine. If this assumption is right, then perhaps a abstract state machine would fit your needs better.
Take a look at jBPM5, it provides a very flexible core that allows you to build your own domain specific language on top of it. Right now the language provided is BPMN2, but you can easily add your own.
Cheers
We are building a product that has a migration path for BPMN 2.0 but does not - internally, use BPMN. We believe checklists are much easier to use in real-time workflows than flowcharts. Is still however, has rules/triggers/conditionals and more - so it's a tool that effectively models processes as "checklists on steroids":
Check it out at http://tallyfy.com

What are all the open standards related to Rule Engine?

If we need to use plugaable rule engine, what are all the open standards related to it.
How to migrate rule engine "without rewriting rules" for every platform?
JSR-94 is the only standard in wide use but, sadly, won't help you with rewriting rules as it is only a standard for calling the engine. If you want to avoid re-writing rules while either supporting multiple rule engines or moving from one to another then you need to look into a couple of other standards:
Production Rule Representation (PRR) is a standard under development at OMG. This defines the basic structure of rules and rulesets in rule engines so that an XML structure can be passed around containing rules. This is in beta and is being supported by most of the major rule vendors (though I don't think any have released support yet).
Rule Interchange Format (RIF) is a standard under development at W3C. This is being kept synchronized with PRR and is focused on the syntax of the rules - how to specify conditions etc. This is also widely supported but similarly support is not yet released.
The idea, and the reason the two teams work together, is to allow rules to be structured according to PRR (allowing them to be shared between modeling tools and rule engines) while exporting the rule engine-specific syntax to RIF so that specific rules can be moved from syntax to syntax.
Wikipedia says
Most Java-based rules engines provide
a technical call-level interface,
based on the JSR-94 application
programming interface (API) standard,
in order to allow for integration with
different applications, and many rule
engines allow for service-oriented
integrations through Web-based
standards such as WSDL and SOAP.
In general, it's still an early stage and I don't think there's still a dominating standard on the field. Also see The Rule Markup Initiative (RuleML). Besides JSR-94 and RuleML, Business Rule Management System mentions OMG Business Motivation Model (BMM), OMG SBVR, OMG Production Rule Representation (PRR), W3C RIF, and PMML.
You may also be interested in topics like BPEL, workflow engine, workflow application, and business process management.

Has a system that incorporated a rule engine ever been TRULY successful? [closed]

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Our system (exotic commodity derivative trade capture and risk management) is being redeveloped shortly. One proposal that I have heard is that a rule engine will be incorporated to make it easier for the end-users (commodities traders, so fairly sophisticated) to make certain changes to the business logic.
I am a little skeptical of rules engines. The agilist in me wonders if they are just a technical solution to a process problem... ie. it takes too long for our developers to respond to the business's need for change. The solution to that problem should be a more collaborative approach to development, better test coverage, more agile practices all around.
Hearing about situations where a rule engine was truly a boon (especially in a trading environment) would be certainly helpful.
I've seen two applications that used the Blaze Rete engine from Fair Issac.
One application slammed thousands of rules into a single knowledge base, had terrible memory problems, has become a black box that few understand. I would not call that a success, but it is running in production.
Another application used decision trees to represent on the order of hundreds of questions on a medical form to disposition clients. It was done so elegantly that business people can update the rules as needed, without having to involve a developer. (Still has to be deployed by one, though.) I'd call that a great success.
So it depends on how well focused the problem is, the size of the rule set, the knowledge of the developers. My prejudice is that simply making a rules engine a single point of failure and dumping rules into it probably isn't a good approach. I'd start with a data-driven or table-driven approach and grow that until a rules engine was needed. I'd also strive to encapsulate the rules engine as part of the behavior of an object. I'd hide the rules engine from users and try to partition the rules space into the domain model.
I don't know if I'd say they're ever truly a boon, but I think they can certainly be valuable. I worked on a system for a few years in the insurance industry, where a rules engine was employed quite successfully to allow the business users to create rules that determined what policies were legal, depending on the state.
For instance, if you had to have a copay in certain states, or certain combinations of deductible and copay were not allowed, either because of product considerations, or because it was simply illegal due to state law.
The number of states that the company operated in, along with the constant change in rules (quarterly) would make this a dizzying coding practice. More importantly, it's not in the expertise of a programmer. It adds extra pointless communication where the end user is describing the rule to be put in effect to a programmer who is not an insurance industry expert like they are.
Designed correctly, a rules engine can still enable a workflow system that allows for good testing. In this case, the rules were stored in a database, and there were QA and PROD databases. So the BA's could test their rules in QA, and then promote them to PROD.
As with anything, its usually about the implementation, and not the actual technique.
Yes, Microsoft has a Business Rule Engine (BRE) in BizTalk that has been used successfully for years. I've heard that they've had clients buy BizTalk (very expensive) just for the BRE.
In my experience, the practicality of having a business user update the rules is slim to none. It usually takes a technical person to work the business rules editor.
A rule engine is little more than something that executes declarative statements. They come with two primary advantages (that I see):
Your business logic is maintained from a single place instead of being sprinkled throughout application code. Technically, a well-designed application should already do this with the architecture, regardless of a rule engine being present or not.
You need to worry [less] about dependencies between declarative statements. The rule engine should be smart enough to decide the order to run rules based on dependencies. You may find that some rule engines support a sequential ordering of rules within a ruleset or calling rulesets (groups of rules) in a particular order, but this isn't really in the spirit of declarative programming. Many rule engines use Rete (an algorithm) to decide when to schedule the execution of declarative statements.
I suspect most, if not all, rule engines add more overhead than if you were to write the best possible program that doesn't use a rule engine. This is similar to how writing code in assembly is generally faster than a compiler (but you usually don't write assembly because it's more convenient and productive to use higher-level abstractions).
If you were to stop here, then you would probably use programmers to maintain rules and use a rule engine as a convenient way to build a business logic tier in your application. Some rule engines offer something called templates that let you define templates for rules. The advantage here is that non-technical users are supposed to be able to write their own rules and modify existing rules.
A rule engine is one more tool in your tool chest that, when used properly, can be valuable.
The problem with many of these rule engines are the lack of speed and the fact that replacing or augmenting rules can break existing working rules in subtle ways. So you still have to re-test the system thoroughly after each rule change. So you're basically just exchanging one computer language for another one - one with a much smaller base of users. As another poster mentioned, I've yet to see a business analyst successfully use a rule engine. You need a programmer anyway.
I certainly have, but can't publicly talk about them, but its likely you have interacted with one several times this year ;)
I see it in 2 camps: the logic programmers and the business users. Different tools target different sets, some both. The successful cases of business users have only worked when it was a subset of the logic, and they also had a way to define test cases and run them themselves (and they are prepared to think logically).
Logic programmers are rarer, but can often be found coming from non imperative programming backgrounds (they are also the sort of people that find functional programming intuitive).
Keep in mind at the end of the day even with visual tools, if you are telling a computer to do something it is still programming.
I work with lots of vendors in the space and one of the great things about this is that I get to talk to lots of their customers. So, yes, hundreds of companies have got exactly the benefits they were promised - increased agility, better business/IT collaboration, easier regulatory compliance, better consistency of decision making, lower maintenance costs, faster times to market etc.
Over and over again, across all the major vendors and the open source players, I see that used correctly - to automate and improve high-volume operational decisions with many rules, rules that change a lot, rules that interact in complex ways or rules with a high business domain content - business rules management systems work.
Really.
My experience is limited to (i)not much and (ii)prolog; but I can safely say that a rule engine can help you express propositional concepts much cleaner than procedural code.
Rules engines are routinely used in the insurance business. I've worked on systems with hundreds (600ish) rules that were implemented in a rules engine. It worked very well.
Do you have a credit rating? A FICO score, perhaps? That's Fair Isaac COrporation, the developers of the Blaze rules engine.
For a while I worked for the PEATE distributed computing project which was developing a system for calculation of large scale, high volume atmospheric data. The system had three parts to it: the data manager, the scheduler, and the algorithm execution component. There could be any number of any of these components, all done through web services, but what it allowed for was for different researchers to execute arbitrary jobs against arbitrary data, and also allowed for different scheduling mechanisms to be plugged in as requirements changed.
I left the project before it got too far off the ground, but this seems like it could potentially fit the scenario, and serve as another example for some kind of rule engine. That being said, however, if the original developers are still going to be the one's making the algorithms to run, I can't see too much benefit in having a rule engine unless it handled a substantial overhead that each rule or algorithm would incur on it's own.
This sounds like a bit more involved than a simple rule engine, but such an architecture could feasibly apply to a rule engine as well.