How to create a generic structure in MATLAB? - arrays

I'm currently writing a program that basically logs data from multiple peripherals. Since I'm logging the same data from each peripheral, I saw this as a good opportunity to encapsulate this data in a structure. I originally envisioned doing this with a "C" style structure, but when I dug into MATLAB's documentation, I realized the syntax is quite different.
To be more specific, I need - in MATLAB's conventions - a 1-by-6 structure. If I were using C, I would simply define a structure prototype, and create as many instances of it as I needed. Ideally, this allows me to cleanly organize my code.
However, MATLAB doesn't seem to provide this capability. For instance, this is one way I saw how to do what I want:
patient.name = 'John Doe';
patient.billing = 1;
%Create a second "instance"
patient.name(2) = 'Someone else';
patient.billing(2) = 2;
The method above does work, being that I can add as many instances as I want. Still, I'm wondering if I could simply define a generic structure with the fields I already need? If I can, this would allow me to better distinguish between the different peripherals while maintaining cleaner and easier to follow code.
Any constructive input is appreciated.

You can make structs in a similar way to c if you would like.
patient.name(2) = 'Someone else';
patient.billing(2) = 2;
This is simply making the elements of a struct into arrays. If you want to make an array of structs you would do this:
patient(2).name = 'Someone else';
patient(2).billing = 2;
If you want to make a struct with fields that you need you can do this:
function outstruct = createstruct(name, billing history, age)
outstruct = struct('name', name, 'billing', billing, 'hist ...
end
Although it would be just as easy to add that to the body of the code without the function.

Related

Code quality question about handling multiple functions with same signature in C

My program answers on incoming messages and do some logic based on ID`s and data included in messages.
I have a different function for each ID.
The project is pure C.
To make the code easy to work with I have adjusted all functions to the same style (same return and parameters).
I also want to evade the long switch-case constructions and make code easier to edit later, so I have created the following function:
AnswerStruct IDHandler(Request Message)
{
struct AnswerStruct ANS;
SIDHandler = IDfunctions[Message.ID];
ANS = SIDHandler(Message);
return ANS;
}
AnswerStruct is struct for answer messages.
Request is struct for incoming messages.
IDfunctions is array of pointers to functions which looks like this -
AnswerStruct func1(Request);
AnswerStruct func4(Request);
...
typedef AnswerStruct(*f)(Request);
AnswerStruct (*SIDHandler)(Request);
static f IDfunctions[IDMax] = {0, *func1, 0, 0, *func4, ...};
Function pointers placed in the array cells equal to their id`s, for example:
func1 related to message with ID=1.
func4 related to message with ID=4.
I think, that by using this array I make my life much easier.
I can call function which I need in one step (just go to the IDfunctions[ID]).
Also, adding new functions becomes a two step operation (just add function to the IDfunctions and write logic).
I doubt the efficiency of the selected solution, it seems clunky to me.
The question is - Is this a good architecture?
If no, how can I edit my solution to make it better?
Thanks.
I doubt the efficiency of the selected solution, it seems clunky to
me.
It can be less efficient to call a function via a function pointer than to call it directly by name, because the former denies the compiler any opportunity to optimize the call. But you have to consider whether that actually matters. In a system that dispatches function calls based on messages received from an external source, the I/O involved in receiving the messages is likely to be much more expensive than the indirect function calls, so the difference in call performance is unlikely to be significant.
On the other hand, your approach affords simpler logic and many fewer lines of code, which is a different and potentially more valuable kind of efficiency.
The question is - Is this a good architecture?
The general approach is perfectly good, and I don't see much to complain about in the implementation sketch provided.
Personally, I would declare array IDFunctions to be const (supposing, of course, that you don't intend to replace any of its members after their initialization), but that's a minor safety / performance detail, where again the performance dimension is probably irrelevant.

Symbolic adressing of array elements

I have an array of objects, lets say MyArray[1..x] of Object.
When programming I want to have a more "readable" way of addressing each object. Instead of saying MyArray[1] := ...etc. I would like to say MyReadableName :=...
I've looked into references, but I'm worried a bit about the whole pointer stuff. How could I do this in a good way and support online change? And where should I put the declaration and assignment of the references, it could be many many hundreds, and I don't want to clutter the Main VAR window when in online mode?
Another thing I've looked at is having an enum with the readable names and using this as an index into the array. The lookup is then MyArray[Enum.MyReadableName] :=... but I'm not sure if that is a good solution.
Any solutions or hints are very welcome! Thanks!
You have already mentioned all possible ways for this.
Pointers
You should not be worried of them. Pointers are not a part of IEC-61131 so it's implementation varies from manufacturer to manufacturer. It would be good if you've mention IDE you are using, and a structure of array elements.
The best way how I work with tasks like this, I create ACTION and there I map all variables into arrays or out of arrays. I run this tasks only once on PLC load and call this action Mapping.
VAR
aA: ARRAY [1..2] OF StructureName;
stMyName1: POINTER TO StructureName;
stMyName2: POINTER TO StructureName;
xInit: BOOL;
END_VAR
ACTION actMap
stMyName1 := ADR(aA[1]);
stMyName2 := ADR(aA[2]);
END_ACTION
IF NOT xInit THEN
actMap();
xInit := TRUE;
END_IF
But usually, in IDE actions are created differently, not with ACTION keyword. In Codesys it is right click on POU.
I would go with pointers, because it is mot logical way. It requires little bit more for application setup, but later save time with coding.
Enumeration
This one as you described. In Codesys you should use # like Color#red. But if you make names unique, you can use them without name of enumeration. In addition if you make name of your array short it can looks informative like a[MyArrayName].

Sorting and managing numerous variables

My project has classes which, unavoidably, contain hundreds upon hundreds of variables that I'm always having to keep straight. For example, I'm always having to keep track of specific kinds of variables for a recurring set of "items" that occur inside of a class, where placing those variables between multiple classes would cause a lot of confusion.
How do I better sort my variables to keep from going crazy, especially when it comes time to save my data?
Am I missing something? Actionscript is an Object Oriented language, so you might have hundreds of variables, but unless you've somehow treated it like a grab bag and dumped it all in one place, everything should be to hand. Without knowing what all you're keeping track of, it's hard to give concrete advice, but here's an example from a current project I'm working on, which is a platform for building pre-employment assessments.
The basic unit is a Question. A Question has a stem, text that can go in the status bar, a collection of answers, and a collection of measures of things we're tracking about what the user does in that particular type of questions.
The measures are, again, their own type of object, and come in two "flavors": one that is used to track a time limit and one that isn't. The measure has a name (so we know where to write back to the database) and a value (which tells us what). Timed ones also have a property for the time limit.
When we need to time the question, we hand that measure to yet another object that counts the time down and a separate object that displays the time (if appropriate for the situation). The answers, known as distractors, have a label and a value that they can impart to the appropriate measure based on the user selection. For example, if a user selects "d", its value, "4" is transferred to the measure that stores the user's selection.
Once the user submits his answer, we loop through all the measures for the question and send those to the database. If those were not treated as a collection (in this case, a Vector), we'd have to know exactly what specific measures are being stored for each question and each question would have a very different structure that we'd have to dig through. So if looping through collections is your issue, I think you should revisit that idea. It saves a lot of code and is FAR more efficient than "var1", "var2", "var3."
If the part you think is unweildy is the type checking you have to do because literally anything could be in there, then Vector could be a good solution for you as long as you're using at least Flash Player 10.
So, in summary:
When you have a lot of related properties, write a Class that keeps all of those related bits and pieces together (like my Question).
When objects have 0-n "things" that are all of the same or very similar, use a collection of some sort, such as an Array or Vector, to allow you to iterate through them as a group and perform the same operation on each (for example, each Question is part of a larger grouping that allows each question to be presented in turn, and each question has a collection of distractors and another of measures.
These two concepts, used together, should help keep your information tidy and organized.
While I'm certain there are numerous ways of keeping arrays straight, I have found a method that works well for me. Best of all, it collapses large amounts of information into a handful of arrays that I can parse to an XML file or other storage method. I call this method my "indexed array system".
There are actually multiple ways to do this: creating a handful of 1-dimensional arrays, or creating 2-dimensional (or higher) array(s). Both work equally well, so choose the one that works best for your code. I'm only going to show the 1-dimensional method here. Those of you who are familiar with arrays can probably figure out how to rewrite this to use higher dimensional arrays.
I use Actionscript 3, but this approach should work with almost any programming or scripting language.
In this example, I'm trying to keep various "properties" of different "activities" straight. In this case, we'll say these properties are Level, High Score, and Play Count. We'll call the activities Pinball, Word Search, Maze, and Memory.
This method involves creating multiple arrays, one for each property, and creating constants that hold the integer "key" used for each activity.
We'll start by creating the constants, as integers. Constants work for this, because we never change them after compile. The value we put into each constant is the index the corresponding data will always be stored at in the arrays.
const pinball:int = 0;
const wordsearch:int = 1;
const maze:int = 2;
const memory:int = 3;
Now, we create the arrays. Remember, arrays start counting from zero. Since we want to be able to modify the values, this should be a regular variable.
Note, I am constructing the array to be the specific length we need, with the default value for the desired data type in each slot. I've used all integers here, but you can use just about any data type you need.
var highscore:Array = [0, 0, 0, 0];
var level:Array = [0, 0, 0, 0];
var playcount:Array = [0, 0, 0, 0];
So, we have a consistent "address" for each property, and we only had to create four constants, and three arrays, instead of 12 variables.
Now we need to create the functions to read and write to the arrays using this system. This is where the real beauty of the system comes in. Be sure this function is written in public scope if you want to read/write the arrays from outside this class.
To create the function that gets data from the arrays, we need two arguments: the name of the activity and the name of the property. We also want to set up this function to return a value of any type.
GOTCHA WARNING: In Actionscript 3, this won't work in static classes or functions, as it relies on the "this" keyword.
public function fetchData(act:String, prop:String):*
{
var r:*;
r = this[prop][this[act]];
return r;
}
That queer bit of code, r = this[prop][this[act]], simply uses the provided strings "act" and "prop" as the names of the constant and array, and sets the resulting value to r. Thus, if you feed the function the parameters ("maze", "highscore"), that code will essentially act like r = highscore[2] (remember, this[act] returns the integer value assigned to it.)
The writing method works essentially the same way, except we need one additional argument, the data to be written. This argument needs to be able to accept any
GOTCHA WARNING: One significant drawback to this system with strict typing languages is that you must remember the data type for the array you're writing to. The compiler cannot catch these type errors, so your program will simply throw a fatal error if it tries to write the wrong value type.
One clever way around this is to create different functions for different data types, so passing the wrong data type in an argument will trigger a compile-time error.
public function writeData(act:String, prop:String, val:*):void
{
this[prop][this[act]] = val;
}
Now, we just have one additional problem. What happens if we pass an activity or property name that doesn't exist? To protect against this, we just need one more function.
This function will validate a provided constant or variable key by attempting to access it, and catching the resulting fatal error, returning false instead. If the key is valid, it will return true.
function validateName(ID:String):Boolean
{
var checkthis:*
var r:Boolean = true;
try
{
checkthis = this[ID];
}
catch (error:ReferenceError)
{
r = false;
}
return r;
}
Now, we just need to adjust our other two functions to take advantage of this. We'll wrap the function's code inside an if statement.
If one of the keys is invalid, the function will do nothing - it will fail silently. To get around this, just put a trace (a.k.a. print) statement or a non-fatal error in the else construct.
public function fetchData(act:String, prop:String):*
{
var r:*;
if(validateName(act) && validateName(prop))
{
r = this[prop][this[act]];
return r;
}
}
public function writeData(act:String, prop:String, val:*):void
{
if(validateName(act) && validateName(prop))
{
this[prop][this[act]] = val;
}
}
Now, to use these functions, you simply need to use one line of code each. For the example, we'll say we have a text object in the GUI that shows the high score, called txtHighScore. I've omitted the necessary typecasting for the sake of the example.
//Get the high score.
txtHighScore.text = fetchData("maze", "highscore");
//Write the new high score.
writeData("maze", "highscore", txtHighScore.text);
I hope ya'll will find this tutorial useful in sorting and managing your variables.
(Afternote: You can probably do something similar with dictionaries or databases, but I prefer the flexibility with this method.)

matlab initialize array of objects

I am playing around with OOP in MATLAB, and I have the following constructor:
function obj = Squadron(num_fighters, num_targets, time_steps)
if nargin == 0
num_targets = 100;
time_steps = 100;
num_fighters = 10;
end
obj.num_shooters = num_fighters;
for iShooter = 1:obj.num_shooters
a(iShooter) = Shooter(num_targets, time_steps);
end
obj.ShooterArray = a;
obj.current_detections = zeros(num_fighters, num_targets);
end
That temporary variable 'a' smells terrible. Is there a better way to initialize an array of objects, I wish there was a push/pop method. I am sure there is a better way to do this.
Looks like you are trying to create an array of handle objects (Shooters) and store it inside the property of another handle object (a Squardron). I have had a very similar problem discussion that might help you.
In short: What you are doing might not be pretty - but might be pretty good already.
When creating an array in Matlab it is usually a good Idea to do some pre-allocation to reserve memory which speeds up performance significantly.
In a normal case something like this:
a=zeros(1,1000);
for n=1:1000
a(n)=n;
end
(here a=1:1000; would be even better)
For objects the pre-allocation works by assigning one of the objects to the very last field in the array. Matlab then fills the other fields before that with objects (handles) that it creates by calling the constructor of that object with no arguments (see Matlab help). Hence a pre-allocation for objects could look like this:
a(1,1000)=ObjectConstructor();
for n=1:1000
a(n)=ObjectConstructor();
end
or simply
for n=1000:-1:1
a(n)=ObjectConstructor();
end
Making sure Shooter can be called with no arguments you should be able to do something like:
for iShooter = obj.num_shooters:-1:1
obj.ShooterArray(iShooter) = Shooter(num_targets, time_steps);
end
However, it turns out that for some reason this direct storing of an array of objects in another object's property creates very bad performance. (Probably the array pre-allocation does not work well in this case). Hence using an auxiliary variable and allocating the full array at once to the property is in this case is a good idea to increase performance.
I would try:
for iShooter = obj.num_shooters:-1:1
a(iShooter) = Shooter(num_targets, time_steps);
end
obj.ShooterArray = a;
Again - for more detail see this discussion
There are a couple of ways to handle this situation...
Building object arrays in the constructor:
You could modify your Shooter class such that when you pass arrays of values it creates an array of objects. Then you could initialize ShooterArray like so:
obj.ShooterArray = Shooter(repmat(num_targets,1,num_fighters),...
repmat(time_steps,1,num_fighters));
Replicating instances of a value class:
If Shooter is a value class, and each object is going to be exactly the same (i.e. you don't initialize any of its default properties to random values), then you can create just one object and replicate it using REPMAT:
obj.ShooterArray = repmat(Shooter(num_targets,time_steps),1,num_fighters);
Unfortunately, if Shooter is a subclass of the handle class, you can't just replicate it as you can with a value class. You would actually be replicating references to just one object, when you really need a number of separate objects each with their own unique reference. In such a case, your current code is likely the best solution.

Does using lists of structs make sense in cocoa?

This question has spawned out of this one. Working with lists of structs in cocoa is not simple. Either use NSArray and encode/decode, or use a C type array and lose the commodities of NSArray. Structs are supposed to be simple, but when a list is needed, one would tend to build a class instead.
When does using lists of structs make sense in cocoa?
I know there are already many questions regarding structs vs classes, and I've read users argue that it's the same answer for every language, but at least cocoa should have its own specific answers to this, if only because of KVC or bindings (as Peter suggested on the first question).
Cocoa has a few common types that are structs, not objects: NSPoint, NSRect, NSRange (and their CG counterparts).
When in doubt, follow Cocoa's lead. If you find yourself dealing with a large number of small, mostly-data objects, you might want to make them structs instead for efficiency.
Using NSArray/NSMutableArray as the top-level container, and wrapping the structs in an NSValue will probably make your life a lot easier. I would only go to a straight C-type array if you find NSArray to be a performance bottleneck, or possibly if the array is essentially read-only.
It is convenient and useful at times to use structs, especially when you have to drop down to C, such as when working with an existing library or doing system level stuff. Sometimes you just want a compact data structure without the overhead of a class. If you need many instances of such structs, it can make a real impact on performance and memory footprint.
Another way to do an array of structs is to use the NSPointerArray class. It takes a bit more thought to set up but it works pretty much just like an NSArray after that and you don't have to bother with boxing/unboxing or wrapping in a class so accessing the data is more convenient, and it doesn't take up the extra memory of a class.
NSPointerFunctions *pf = [[NSPointerFunctions alloc] initWithOptions:NSPointerFunctionsMallocMemory |
NSPointerFunctionsStructPersonality |
NSPointerFunctionsCopyIn];
pf.sizeFunction = keventSizeFunction;
self.pending = [[NSPointerArray alloc] initWithPointerFunctions:pf];
In general, the use of a struct implies the existence of a relatively simple data type that has no logic associated with it nor should have any logic associated with it. Take an NSPoint for instance - it is merely a (x,y) representation. Given this, there are also some issues that arise from it's use. In general, this is OK for this type of data as we usually observe for a change in the point rather than the y-coordinate of a point (fundamentally, (0,1) isn't the same as (1,1) shifted down by 1 unit). If this is an undesirable behavior, it may be a better idea to use a class.

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