I was looking for a already defined Media Type on the IANA to represent time series charts but I didn't find one.
Does anyone know of a media type, and if not, do you just use generic collection media types like Collection+JSON or even HAL?
I do think your best bet for now would be to go with HAL or Collection+JSON. If you are new to Hypermedia then I would start with HAL. It is the has the simpler implementation details but is still very flexible.
However, you are free to create your own media type and then get it registered. I looked through the types and could not find any for time series. I think there will be a need for a timeline based type. Perhaps something like Collection+JSON but every collection has a date time.
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We have a need for "Blending of hits from different sources", as per your documentation it is recommended to write a custom-searcher in JAVA. Is there a demo of this written somewhere on Github ? I wouldn't even know where to start :( I understand I can create search "chains" , preferably Asynchronous, and then blend results in JAVA before returning them...but then how would I handle paginations, limits...etc ? This all seems very complicated, for someone who doesn't even know JAVA that much. So, I am hoping someone has already written a demo for this ? Please ? Anyone ?
Thank you so much
EDIT to make my quesion clearer:
We are writing a search engine that fetches data from various websites. Some websites have 10mil indexable items, other websites only 100,000. When we present the results to end user, we want to include results from all our sources ( when match applies ). Let's say 10 results from each of the websites we crawl, so that they all get equal amount of attention on page. If we don't do custom blending, what happens is that the largest website with most items wins all our traffic.
I understand that we can send 10 separate queries to VESPA, and blend the results in our front end, but that seems very inefficient. Thus, the quesion of "Custome Searcher". Thank you so much !
That documentation covers some very advanced use cases which you do not have. Are your sources different Vespa schemas or content clusters? If so Vespa will by default blend the hits returned from each according to their relevance scores so there's nothing you need to do.
The two other most common use-cases are:
Some (or all) the data sources are external, so you need to write a Searcher component to fetch the external data and turn it into a Result.
You want the data to be blended in some custom way (rather than by relevance score). If so you need to exclude the default blending Searcher (com.yahoo.prelude.searcher.BlendingSearcher) and write your own.
If you provide some more information about your use cases I can give you some code examples.
EDIT: Use grouping to solve the need explained under "EDIT" in the question:
Create a "siteid" field when feeding (e.g in document processing).
Use the grouping expression all(group(siteid) each(max(10) output(summary())))
See http://docs.vespa.ai/documentation/grouping.html
I have been struggling with creating Dynamic user interfaces or forms in Codenameone. InstantUI will work with PropertyBusinessObjects. However, the current documentation assumes that these will be defined a priori. I want a situation where I can go from a map to InstantUI. My real use case is to create an InstantUI from a JSONObject. IS this possible? If so how?
There is currently no support for that in the InstantUI class as the PropertyBusinessObject contains far more information than just key/value pairs e.g. it contains type information, labels, constraints etc.
So no that's not possible. However, you can look at the source of InstantUI and use that as a starting point to create your own implementation that doesn't require these things or fetches them from a different source.
I would like to know if Encog AI Framework supports different type of segmentation algorithms rather than commond sliding widow approach for time series forecasting.
Eamonn Keogh's survey said that sliding window is the worst.
Here is the survey https://www.cs.rutgers.edu/~pazzani/Publications/survey.pdf
Let me know if Encog already supports different types of time series segmentation for ts forecasting.
Thanks
Encog only has built in support for sliding window time-series. However, there is nothing that stops you from implementing your own encoding of time-series data and passing it to the Encog models. Fundamentally all Encog models simply accept an input vector and produce an output vector. The paper you attached looks like a good summary. I will take a look for the next version of Encog, I've thought of adding additional built-in methods of encoding time series.
I would like to make a program (I would prefer in C language) , but even in cocoa , that can take data from an external program (such as iTunes or adium) and will use them. For example i would like to take the data of a listbox or the text of the chat so as to manipulate it. I need a place to start. In windows I think it is possible with some apis that find the hWnd of a window and then find a pointer to the listbox or textbox. Please give me some info on how to start. Thanks you in advance.
It's not clear exactly what you want to do. It's either impossible or severely restricted.
For one thing, different applications use different ways of constructing a “listbox”—Cocoa applications use NSTableView, Carbon applications use DataBrowser, and GTK, Qt, and Java applications use even more different APIs. These do not all go through some common kind of list box thingy; each is an independent implementation.
(You could hope that either NSTableView or DataBrowser would be based on the other, but don't count on it.)
For another, it is impossible to obtain a pointer to that control. You cannot access another application's NSTableView or DataBrowser view or GTK/Qt/Java equivalent unless (and this only works for NSTableView) that application deliberately serves it up to you. It doesn't sound like that's your situation.
The closest you can get to that is Accessibility, which may be pretty close, but is unlikely to work with most applications not based on Cocoa.
Even then, the view may not be showing you all the data. A table view may be lazily populated, and a table view designed in imitation of the iOS UITableView may even never have all the data (because it only has what it can show).
(All of the above applies to every kind of view, not just table views. Collection views, text fields, buttons—same deal for all of them.)
The only way to get at the true, complete copy of the data is to ask the controller that owns it. And, again, that's impossible if the application is not specifically offering it to you. Not to mention, the application might not even have a controller (not object-oriented, not MVC, or just sloppily made).
… so as to manipulate it.
Getting the data in the first place is the easy part. It is nigh-impossible to mess with data in another application—for good reason.
The closest you're going to get to either of these goals is the Accessibility interfaces.
I've run into reoccuring problem for which I haven't found any good examples or patterns.
I have one core service that performs all heavy datasbase operations and that sends results to different front ends (html, silverlight/flash, web services etc).
One of the service operation is "GetDocuments", which provides a list of documents based on different filter criterias. If I only had one front-end, I would like to package the result in a list of Document DTOs (Data transfer objects) that just contains the data. However, different front-ends needs different amounts of "metadata". The simples client just needs the document headline and a link reference. Other clients wants a short text snippet of the document, another one also wants a thumbnail and a third wants the name of the author. Its basically all up to the implementation of the GUI what needs to be displayed.
Whats the best way to model this:
As a lot of different DTOs (Document, DocumentWithThumbnail, DocumentWithTextSnippet)
tends to become a lot of classes
As one DTO containing all the data, where the client choose what to display
Lots of unnecessary data sent
As one DTO where certain fields are populated based on what the client requested
Tends to become a very large class that needs to be extended over time
One DTO but with some kind of generic "Metadata" field containing requested metadata.
Or are there other options?
Since I want a high performance service, I need to think about both network load and caching strategies.
Does anyone have any good patterns or practices that might help me?
What I would do is give the front end the ability to request the presence of the wanted metadata ( say getDocument( WITH_THUMBNAILS | WITH_TEXT_SNIPPET ) )
Then this DTO is built with only this requested information.
Adding all the possible metadata is as you said, unacceptable.
I will surely stay with one class defining all the possible methods (getTitle(), getThumbnail()) and if possible it will return a placeholder when the thumbnail was not requested. Something like "Image not available".
If you want to model this like a pattern, take a look at the factory patterns.
Hope this helps you.
Is there any noticable cost to creating a DTO that has all the data any of your views could need and using it everywhere? I would do that, especially since it insulates you from a requirement change down the line to have one of the views incorporate data one of the other views uses
ex. Maybe your silverlight/flash view doesn't show the title itself b/c it's in the thumb now, but they decide they want to sort by it later.
To clarify, I do not necesarily think you need to pass down all of the data every time, but I think your DTO class should define all of them. Just don't fall into the pits of premature optimization or analysis paralysis. Do the simplest thing first, then justify added complexity. Throw it all in and profile it. If the perf is unacceptable, optimize and try again.