I'm thinking about the best way of implementing a way to force my service to run certain methods when an endpoint is used.
For example:
I have a Car endpoint. A user can create a car with this endpoint. When a user creates a Car the databases saves the data.
The created car can also be edited by the user. The database saves this data as well.
But the thing I want implement is a way in the background to also save the data about the old Car object and the user when a create/edit on a car is done.
I can put this logic in the service layer of my application, but since this is a vital to my application to keep track of who does the changes, this must always be in the code.
Putting the logic in my service layer might result that the code is lost/not implemented correctly.
What is good way to implement this feature?
You should look into Change Data Capture pattern.
Details, on how this works for SQL Server, can be found here.
Related
I've been trying to use Java Observer and Observable in a multi-user XPages application, but I'm running into identity conflicts. I'll explain.
Say A and B have the same view on their screens, a list of documents with Readers fields. We want to keep those screens synchronised as much as possible. If A changes something, B might be receiving updates, depending on his rights and roles. We achieved to do this using WebSockets, but I want to see if there's a better way, i.e. without send a message to the client telling it to re-fetch the screen.
Using the Observer mechanism, B can observe changes and push the changed screen to the user. The tricky part here is that if I call notifyObservers as user A, and I walk through all the observables, A will be executing the Observer.update() method, and not B.
I also thought of using a Timer-like solution, but I'd probably end up with the same conflicts.
Question: is there any way I can properly switch sessions in XPages? Or should I wait for Publish/Subscribe in the XPages server?
I can see 3 possible actions:
Use the SudoUtils from XPages-Scaffolding to run code on behalf
Use DominoJNA to access the data with a different user id (not for the faint of heart)
Just notify the client using the websocket - preferably via webworker. It then would make a fetch (the artist formerly known as Ajax) to see if changes are needed in the client UI. While this has the disadvantage of incurring a network interlude (websocket + fetch) it has the advantage that you don't need to mess with impersonisation which always carries the risk of something going wrong.
For the first two I would want to pack them into an OSGi bundle to be independent from the particularities of Java loaded from an NSF
Old answer
Your observer needs to be in an application context, so you can update any Observer. The observer then would use a websocket to the client to tell it: update this ONE record.
The tricky part, needs planning: have individual websocket addresses, so you notify only the ones that need notification
I'm trying to make a design based on the Uncle Bob's Clean Architecture in Android.
The problem:
I'd like to solve is how to make the changes generated in one repository to be reflected in other parts of the app, like other repositories or Views.
The example
I've designed a VERY simplified example for this example. Please notice that boundary interfaces has been removed to keep the diagrams small.
Imagine an app that shows a list of videos (with title, thumnail and like count), clicking a video you can see the detail (there you can like/dislike the video).
Additionally the app has an statistics system that counts the number of videos the user liked or disliked.
The main classes for this app could be:
For the Videos part/module:
For the Stats part/module:
The target
Now imagine you check your stats, then navigate the list of videos, open the detail of one, and click the like button.
After the like is sent to the server, there are several elements of the apps that should be aware of the change:
Of course the detail view, should be updated with the changes (this can be made through callbacks so no problem)
The list of videos should update the "likes" count for the given video
The StatsRepository may want to update/invalidate the caches after voting a new video
If the list of stats is visible (imagine a split screen) it should also show the updated stats (or at least receive the event for re-query the data)
The Question
What are the common patterns to solve this kind of communication?
Please make your answer as complete as you can, specifying where the events are generated, how they get propagated though the app, etc.
Note: Bounties will be given to complete answers
Publish / Subscribe
Typically, for n:m communication (n senders may send a message to m receivers, while all senders and receivers do not know each other) you'll use a publish/subscribe pattern.
There are lots of libraries implementing such a communication style, for Java there is for example an EventBus implementation in the Guava library.
For in-app communication these libraries are typically called EventBus or EventManager and send/receive events.
Domain Events
Suppose you now created an event VideoRatedEvent, which signals that a user has either liked or disliked a video.
These type of events are referred to as Domain Events. The event class is a simple POJO and might look like this:
class VideoRatedEvent {
/** The video that was rated */
public Video video;
/** The user that triggered this event */
public User user;
/** True if the user liked the video, false if the user disliked the video */
public boolean liked;
}
Dispatch events
Now each time your users like or dislike a video, you'll need to dispatch a VideoRatedEvent.
With Guava, you'll simply pass an instantiated event object to object to EventBus.post(myVideoRatedEvent).
Ideally the events are generated in your domain objects and are dispatched within the persisting transaction (see this blog post for details).
That means that as your domain model state is persisted, the events are dispatched.
Event Listeners
In your application, all components affected by an event can now listen to the domain events.
In your particular example, the VideoDetailView or StatsRepository might be event listeners for the VideoRatedEvent.
Of course, you will need to register those to the Guava EventBus with EventBus.register(Object).
This is my personal 5cents and maybe not closely enough related to your example of "The Clean Architecure".
I usually try to force a kind of MVC upon androids activities and fragments and use publish/subscribe for communication. As components I have model classes that handle business logic and the data state. They data changing methods are only to be called by the controller classes which usually is the activity class and also handles session state. I use fragments to manage different view parts of the application and views under those fragments (obviously). All fragments subscribe to one or more topics. I use my own simple DataDistributionService which handles different topics, takes messages from registered publishers and relays them to all subscribers. (partly influenced by the OMGs DDS but MUCH MUCH more primitive) A simple application would only have a single topic e.g. "Main".
Every part of view interaction (touches etc) is handled by its fragment first. The fragment can potentially change a few things without sending notifications. E.g. switching the subrange of rendered data elements if the rest of the app does not need to know/react. Otherwise the fragment publishes a ViewRequest(...) containing the necessary parameters to the DDS.
The DDS broadcasts that message and at some point reaches a controller. This can simply be the main activity or a specific controller instance. There should be only ONE controller so that the request is only handled once. The controller basically has a long list of request handling code. When a request arrives the controller calls to the business logic in the model. The controller also handles other view related things like arranging the view (tabs) or starting dialogs for user input (overwrite file?) and other things that the model is not supposed to know about but influences (Throw new NoOverWritePermissionException())
Once the model changes are done the controller decides if an update notification has to be send. (usually it does). That way the model classes do not need to listen or send messages and only take care of busines logic and consistent state. The update notification ist broadcasted and received by the fragments which then run "updateFromModel()".
Effects:
Commands are global. Any ViewRequest or other kind of request can be send from anywhere the DDS can be accessed. Fragments do not have to provide a listener class and no higher instance has to implement listeners for their instanced fragments. If a new fragment does not require new Requests it can be added without any change to controller classes.
Model classes do not need to know about the communication at all. It can be hard enough to keep consistent state and handle all the data management. No message handling or session state handling is necessary. However the model might not be proteced against malicous calls from the view. But that is a general problem and cannot really be prevented if the model has to give out references at some point. If your app is fine with a model that only passes copies/flat data its possible. But at some point the ArrayAdapter simply needs access to the bitmaps he is supposed to draw in the gridview. If you cannot afford copies, you always have the risk of "view makes a changing call to the model". Different battlefield...
Update calls might be too simple. If the update of a fragment is expensive (OpenGL fragment reloading textures...) you want to have more detailed update information. The controler COULD send a more detailed notification however it actually should not have to/be able to know what parts of the model exactly changed. Sending update notes from the model is ugly. Not only would the model have to implement messaging but it also gets very chaotic with mixed notifications. The controler can divide update notifications and others a bit by using topics. E.g. a specific topic for changes to your video resources. That way fragments can decide which topics they subscribe to. Other than that you want to have a model that can be queried for changed values. Timestamp etc. I have an app where the user draws shapes on canvas. They get rendered to bitmaps and are used as textures in an OpenGL view. I certainly don't want to reload textures everytime "updateFromModel()" is called in the GLViewFragment.
Dependency Rule:
Probably not respected all the time. If the controller handles a tab switch it can simply call "seletTab()" on a TabHost and therefore have a dependency to outer circles. You can turn it into a message but then it is still a logical dependency. If the controller part has to organize some elements of the view (show the image-editor-fragment-tab automatically after loading an image via the image-gallery-fragmen-tab) you cannot avoid dependencies completely. Maybe you can get it done by modelling viewstate and have your view parts organize themselves from viewstate.currentUseCase or smth like that. But if you need global control over the view of your app you will get problems with this dependency rule I'd say. What if you try to save some data and your model asks for overwrite permission? You need to create some kind of UI for that. Dependency again. You can send a message to the view and hope that a DialogFragment picks it up. If it exists in the extremely modular world described at your link.
Entities:
are the model classes in my approach. That is pretty close to the link you provided.
Use Cases:
I do not have those explicitly modelled for now. Atm I am working on editors for videogame assets. Drawing shapes in one fragment, applying shading values in another fragment, saving/loading in a galleryfragment, exporting to a texture atlas in another one ... stuff like that. I would add Use Cases as some kind of Request subset. Basically a Use Case as a set of rules which request in which order are allowed/required/expected/forbidden etc. I would build them like transactions so that a Use Case can keep progressing, can be finished, can be cancelled and maybe even rolled back. E.g. a Use Case would define the order of saving a fresh drawn image. Including posting a Dialog to ask for overwrite permission and roll back if permission is not give or time out is reached. But Use Cases are defined in many different ways. Some apps have a single Use Case for an hour of active user interaction, some apps have 50 Use Cases just to get money from an atm. ;)
Interface Adapters:
Here it gets a bit complicated. To me this seems to be extremely high level for android apps. It states "The Ring of Interface Adapters contains the whole MVC architecture of a GUI". I cannot really wrap my head around that. Maybe you are building far more complicated apps than I do.
Frameworks and Drivers:
Not sure what to think of this one. "The web is a detail, the database is a detail..." and the graphic contains "UI" in this Ring as well. Too much for my little head
Lets check the other "asserts"
Independent of Frameworks. The architecture does not depend on the existence of some library of feature laden software. This allows you to use such frameworks as tools, rather than having to cram your system into their limited constraints.
Hm yeah well, if you run your own architecture that is what you get.
Testable. The business rules can be tested without the UI, Database, Web Server, or any other external element.
As in my approach model classes neither know about controllers or views nor about the message passing. One can test state consistency with just those classes alone.
Independent of UI. The UI can change easily, without changing the rest of the system. A Web UI could be replaced with a console UI, for example, without changing the business rules.
Again a bit overkill for android is it not? Independence yes. In my approach you can add or remove fragments as long as they do not require explicit handling somewhere higher up. But replacing a Web UI with a console UI and have the system run like before is a wet dream of architecture freaks. Some UI elements are integral part of the provided service. Of course i can easily swap the canvas drawing fragment for a console drawing fragment, or the classic photo fragment for a 'take picture with console' fragment but that does not mean the application still works. Technically its fine in my approach. If you implement an ascii console video player you can render the videos there and no other part of the app will necessarily care. However it COULD be that the set of requests that the controller supports does not align well with the new console UI or that a Use Case is not designed for the order in which a video needs to be accessed via a console interface. The view is not always the unimportant presenting slave that many architecture gurus like to see it as.
Independent of Database. You can swap out Oracle or SQL Server, for Mongo, BigTable, CouchDB, or something else. Your business rules are not bound to the database.
Yeah, so? How is that directly related to your architecture? Use the right adapters and abstraction and you can have that in a hello world app.
Independent of any external agency. In fact your business rules simply don’t know anything at all about the outside world.
Same here. If you want modularized independent code then write it. Hard to say anything specific about that.
I want to create a state machine to track the user operations in a JavaEE Web Application. The idea is generates states after the user has executed any action on the JSF backing beans. Each new state will be added into a list on the user context and after a while an asynchronous process will persist them into the database. I want to analyse the usability of the application; basically how the user interact with it, what the user likes and what doesn't like. I'll get metrics and improve the most used features. I have researched about that, but I couldn't find any framework or a library that does that for me. Have you got any suggestions?
State.java
long id
long userId
String state
Date dateTime
String className
String method
String componentId
I'm thinking in some kind of annotation and a parser, but anyway I didn't find the right answer for this requirement.
A state machine is usually a predefined model, not a result of some computation, or user actions.
We, for example, have implemented a state machine to force specific workflows upon the user. The application can be in one state only (from the user's point of view) and the current state governs what activities are allowed next. The activity, in addition to performing actual work, always have a predefined state as endpoint.
What you are looking for, looks like a kind of user browsing graph.
Here you can also find an example of statistics on user behavior.
I have a web service layer that is written in Java/Jersey, and it serves JSON.
For the front-end of the application, I want to use Rails.
How should I go about building my models?
Should I do something like this?
response = api_client.get_user(123)
User user = User.new(response)
What is the best approach to mapping the JSON to the Ruby object?
What options do I have? Since this is a critical part, I want to know my options, because performance is a factor. This, along with mapping JSON to a Ruby object and going from Ruby object => JSON, is a common occurance in the application.
Would I still be able to make use of validations? Or wouldn't it make sense since I would have validation duplicated on the front-end and the service layer?
Models in Rails do not have to do database operation, they are just normal classes. Normally they are imbued with ActiveRecord magic when you subclass them from ActiveRecord::Base.
You can use a gem such as Virtus that will give you models with attributes. And for validations you can go with Vanguard. If you want something close to ActiveRecord but without the database and are running Rails 3+ you can also include ActiveModel into your model to get attributes and validations as well as have them working in forms. See Yehuda Katz's post for details on that.
In your case it will depend on the data you will consume. If all the datasources have the same basic format for example you could create your own base class to keep all the logic that you want to share across the individual classes (inheritance).
If you have a few different types of data coming in you could create modules to encapsulate behavior for the different types and include the models you need in the appropriate classes (composition).
Generally though you probably want to end up with one class per resource in the remote API that maps 1-to-1 with whatever domain logic you have. You can do this in many different ways, but following the method naming used by ActiveRecord might be a good idea, both since you learn ActiveRecord while building your class structure and it will help other Rails developers later if your API looks and works like ActiveRecords.
Think about it in terms of what you want to be able to do to an object (this is where TDD comes in). You want to be able to fetch a collection Model.all, a specific element Model.find(identifier), push a changed element to the remote service updated_model.save and so on.
What the actual logic on the inside of these methods will have to be will depend on the remote service. But you will probably want each model class to hold a url to it's resource endpoint and you will defiantly want to keep the logic in your models. So instead of:
response = api_client.get_user(123)
User user = User.new(response)
you will do
class User
...
def find id
#api_client.get_user(id)
end
...
end
User.find(123)
or more probably
class ApiClient
...
protected
def self.uri resource_uri
#uri = resource_uri
end
def get id
# basically whatever code you envisioned for api_client.get_user
end
...
end
class User < ApiClient
uri 'http://path.to.remote/resource.json'
...
def find id
get(id)
end
...
end
User.find(123)
Basic principles: Collect all the shared logic in a class (ApiClient). Subclass that on a per resource basis (User). Keep all the logic in your models, no other part of your system should have to know if it's a DB backed app or if you are using an external REST API. Best of all is if you can keep the integration logic completely in the base class. That way you have only one place to update if the external datasource changes.
As for going the other way, Rails have several good methods to convert objects to JSON. From the to_json method to using a gem such as RABL to have actual views for your JSON objects.
You can get validations by using part of the ActiveRecord modules. As of Rails 4 this is a module called ActiveModel, but you can do it in Rails 3 and there are several tutorials for it online, not least of all a RailsCast.
Performance will not be a problem except what you can incur when calling a remote service, if the network is slow you will be to. Some of that could probably be helped with caching (see another answer by me for details) but that is also dependent on the data you are using.
Hope that put you on the right track. And if you want a more thorough grounding in how to design these kind of structures you should pick up a book on the subject, for example Practical Object-Oriented Design in Ruby: An Agile Primer by Sandi Metz.
I have been doing Java and Ruby (and used frameworks) for some while and I know MVC is a way to separate code. The thing is, I think I never really used it in the way it should.
The first question is: Business logic, what does it mean? Does Business logic mean the logic that is special for that application? Let say you are building a Satellite system. Is the business logic the code that is unique for that Satellite system and make it work?
What does "domain" mean? Like in domain logic or domain as a term.
"Keep your model smart, controllers thin and view dumb". This statement clearly indicates that the controllers which I load with too much code is the wrong way of writing it.
As an example. If you have a BankAccount class. Then should this class provide methods for behavior such as validating etc as well as getter/setter?
What should the controller be doing? Just redirecting input/events in the view to the model and maybe update view (which is the case in webframeworks).
For example in Java and JPA you have the entityManager that you use for finding entities, maybe do something on them etc. Should this entitymanager be used in the controller, or should you make another layer named e.g. "Service" which the controller uses. But again, does this server layer then belong to the Model in MVC? How would you do this in Rails?
I don't get the Model nor the Controller concept right I think.
Think of applications as being layered. When working on each layer, always think to yourself, "Is this layer dependent on the layer above it or can it work independently?" That is the basis to a good MVC application.
When thinking of layers in an MVC style application, there are a few.
In my mind the layers (from top to bottom) are the view, controllers, business logic, and data access.
The view could be JSP or even AJAX requests from jQuery. This is where the user interacts with your application. The view sends information to the business logic layer to do work.
Controllers should be written to collect data sent to it from the view, transform it in a way that the business logic can understand it, and then pass the information into the business logic layer. Controllers may also take information retured from the business logic layer, transform it, and send it back to the view. No real "business logic" should happen here. Think of it as a broker between the view and the business object layer. This is also a great spot for validating data submitted by the view.
Business logic is a layer you would find in the middle, typically between the controllers and data access layer. This could also be called a service layer. It should be written to not know anything about what is calling it. If written correctly, you could use this layer in a standalone application. Here is where a lot of the application smarts should take place. A lot of times, this layer is simply here to call the data access layer and return the results back to the controllers. But, a lot of other things could go on here like data manipulation, calculations, data security, validation, etc.
The data access layer should be written in such a way that it takes it's input, retrieves the appropriate data, transforms it into a useable form, and returns it. This layer should not know or care what is calling it and should be written in that way. Again, this layer should not know it is in a web application or a stand alone application. There are a lot of options here to make your life simpler in the form or ORM (Object Relational Mapping) frameworks. If your application is a step above trivial, you should think about using one.
In the traditional sense, the model could be the business logic layer and the data access layer as well as the domain objects that go along with them.
Using "BankAccount" as an example:
"BankAccount" sounds more like a domain object (representation of data in a database) than a class that has logic in it. Typically domain objects only have the fields they need (account number, balance, etc.) with getters and setters.
The user might log into their bank website. On login, the view sends the username to the controller (BankAccountController). The controller takes this information out of the request and sends it to the service layer (BankAccountService). The service layer would send this information to the data access layer which does a query for the BankAccounts that the user might have and return them to the service layer which returns them to the controller. The controller will manipulate this information in some way that the view layer can display them to the user. There would be a similar series of events when the user transfers money between accounts, for instance.
Hope this helps... let me know if you have any more questions or if something isn't clear.
Edit:
Besides the links posted by the other users, Wikipedia has a brief, but pretty good article on MVC.
http://en.wikipedia.org/wiki/Model%E2%80%93view%E2%80%93controller