I have a class that maintains a private Dictionary instance that caches some data.
The class writes to the dictionary from multiple threads using a ReaderWriterLockSlim.
I want to expose the dictionary's values outside the class.
What is a thread-safe way of doing that?
Right now, I have the following:
public ReadOnlyCollection<MyClass> Values() {
using (sync.ReadLock())
return new ReadOnlyCollection<MyClass>(cache.Values.ToArray());
}
Is there a way to do this without copying the collection many times?
I'm using .Net 3.5 (not 4.0)
I want to expose the dictionary's values outside the class.
What is a thread-safe way of doing that?
You have three choices.
1) Make a copy of the data, hand out the copy. Pros: no worries about thread safe access to the data. Cons: Client gets a copy of out-of-date data, not fresh up-to-date data. Also, copying is expensive.
2) Hand out an object that locks the underlying collection when it is read from. You'll have to write your own read-only collection that has a reference to the lock of the "parent" collection. Design both objects carefully so that deadlocks are impossible. Pros: "just works" from the client's perspective; they get up-to-date data without having to worry about locking. Cons: More work for you.
3) Punt the problem to the client. Expose the lock, and make it a requirement that clients lock all views on the data themselves before using it. Pros: No work for you. Cons: Way more work for the client, work they might not be willing or able to do. Risk of deadlocks, etc, now become the client's problem, not your problem.
If you want a snapshot of the current state of the dictionary, there's really nothing else you can do with this collection type. This is the same technique used by the ConcurrentDictionary<TKey, TValue>.Values property.
If you don't mind throwing an InvalidOperationException if the collection is modified while you are enumerating it, you could just return cache.Values since it's readonly (and thus can't corrupt the dictionary data).
EDIT: I personally believe the below code is technically answering your question correctly (as in, it provides a way to enumerate over the values in a collection without creating a copy). Some developers far more reputable than I strongly advise against this approach, for reasons they have explained in their edits/comments. In short: This is apparently a bad idea. Therefore I'm leaving the answer but suggesting you not use it.
Unless I'm missing something, I believe you could expose your values as an IEnumerable<MyClass> without needing to copy values by using the yield keyword:
public IEnumerable<MyClass> Values {
get {
using (sync.ReadLock()) {
foreach (MyClass value in cache.Values)
yield return value;
}
}
}
Be aware, however (and I'm guessing you already knew this), that this approach provides lazy evaluation, which means that the Values property as implemented above can not be treated as providing a snapshot.
In other words... well, take a look at this code (I am of course guessing as to some of the details of this class of yours):
var d = new ThreadSafeDictionary<string, string>();
// d is empty right now
IEnumerable<string> values = d.Values;
d.Add("someKey", "someValue");
// if values were a snapshot, this would output nothing...
// but in FACT, since it is lazily evaluated, it will now have
// what is CURRENTLY in d.Values ("someValue")
foreach (string s in values) {
Console.WriteLine(s);
}
So if it's a requirement that this Values property be equivalent to a snapshot of what is in cache at the time the property is accessed, then you're going to have to make a copy.
(begin 280Z28): The following is an example of how someone unfamiliar with the "C# way of doing things" could lock the code:
IEnumerator enumerator = obj.Values.GetEnumerator();
MyClass first = null;
if (enumerator.MoveNext())
first = enumerator.Current;
(end 280Z28)
Review next possibility, just exposes ICollection interface, so in Values() you can return your own implementation. This implementation will use only reference on Dictioanry.Values and always use ReadLock for access items.
Related
If i have public method that returns a reference type value, which is private field in the current class, do i need to return a copy of it? In my case i need to return List, but this method is called very often and my list holds ~100 items. The point is that if i return the same variable, everybody can modify it, but if i return a copy, the performance will degrade. In my case im trying to generate sudoku table, which is not fast procedure.
Internal class SudokuTable holds the values with their possible values. Public class SudokuGame handles UI requests and generates/solves SudokuTable. Is it good practice to chose performance instead OOP principles? If someone wants to make another library using my SudokuTable class, he wont be aware that he can brake its state with modifying the List that it returns.
Performance and object-oriented programming are not mutually exclusive - your code can be object-oriented and perform badly, etc.
In the case you state here I don't think it would be wise to allow external parts edit the internal state of a thing, so I would return an array or ReadOnlyCollection of the entries (it could be a potential possibility to use an ObservableCollection and monitor for tampering out-of-bounds, and 'handling' that accordingly (say, with an exception or something) - unsure how desirable this would be).
From there, you might consider how you expose access to these entries, trying to minimise the need for callers to get the full collection when all they need is to look up and return a specific one.
It's worth noting that an uneditable collection doesn't necessarily mean the state cannot be altered, either; if the entries are represented by a reference type rather than a value type then returning an entry leaves that open to tampering (potentially, depending on the class definition), so you might be better off with structs for the entry types.
At length, this, without a concrete example of where you're having problems, is a bit subjective and theoretical at the moment. Have you tried restricting the collection? And if so, how was the performance? Where were the issues? And so on.
Assume that I have the following object
public class MyClass
{
public ReadOnlyDictionary<T, V> Dict
{
get
{
return createDictionary();
}
}
}
Assume that ReadOnlyDictionary is a read-only wrapper around Dictionary<T, V>.
The createDictionary method takes significant time to complete and returned dictionary is relatively large.
Obviously, I want to implement some sort of caching so I could reuse result of createDictionary but also I do not want to abuse garbage collector and use to much memory.
I thought of using WeakReference for the dictionary but not sure if this is best approach.
What would you recommend? How to properly handle result of a costly method that might be called multiple times?
UPDATE:
I am interested in an advice for a C# 2.0 library (single DLL, non-visual). The library might be used in a desktop of a web application.
UPDATE 2:
The question is relevant for read-only objects as well. I changed value of the property from Dictionary to ReadOnlyDictionary.
UPDATE 3:
The T is relatively simple type (string, for example). The V is a custom class. You might assume that an instance of V is costly to create. The dictionary might contain from 0 to couple of thousands elements.
The code assumed to be accessed from a single thread or from multiple threads with an external synchronization mechanism.
I am fine if the dictionary is GC-ed when no one uses it. I am trying to find a balance between time (I want to somehow cache the result of createDictionary) and memory expenses (I do not want to keep memory occupied longer than necessary).
WeakReference is not a good solution for a cache since you object won´t survive the next GC if nobody else is referencing your dictionary. You can make a simple cache by storing the created value in a member variable and reuse it if it is not null.
This is not thread safe and you would end up in some situations creating the dictionary several times if you have heavy concurent access to it. You can use the double checked lock pattern to guard against this with minimal perf impact.
To help you further you would need to specify if concurrent access is an issue for you and how much memory your dictionary does consume and how it is created. If e.g. the dictionary is the result of an expensive query it might help to simply serialize the dictionary to disc and reuse it until you need to recreate it (this depends on your specific needs).
Caching is another word for memory leak if you have no clear policy when your object should be removed from the cache. Since you are trying WeakReference I assume you do not know when exactly a good time would be to clear the cache.
Another option is to compress the dictionary into a less memory hungry structure. How many keys does your dictionary has and what are the values?
There are four major mechanisms available for you (Lazy comes in 4.0, so it is no option)
lazy initialization
virtual proxy
ghost
value holder
each has it own advantages.
i suggest a value holder, which populates the dictionary on the first call of the GetValue
method of the holder. then you can use that value as long as you want to AND it is only
done once AND it is only done when in need.
for more information, see martin fowlers page
Are you sure you need to cache the entire dictionary?
From what you say, it might be better to keep a Most-Recently-Used list of key-value pairs.
If the key is found in the list, just return the value.
If it is not, create the one value (which is supposedly faster than creating all of them, and using less memory too) and store it in the list, thereby removing the key-value pair that hasn't been used the longest.
Here's a very simple MRU list implementation, it might serve as inspiration:
using System.Collections.Generic;
using System.Linq;
internal sealed class MostRecentlyUsedList<T> : IEnumerable<T>
{
private readonly List<T> items;
private readonly int maxCount;
public MostRecentlyUsedList(int maxCount, IEnumerable<T> initialData)
: this(maxCount)
{
this.items.AddRange(initialData.Take(maxCount));
}
public MostRecentlyUsedList(int maxCount)
{
this.maxCount = maxCount;
this.items = new List<T>(maxCount);
}
/// <summary>
/// Adds an item to the top of the most recently used list.
/// </summary>
/// <param name="item">The item to add.</param>
/// <returns><c>true</c> if the list was updated, <c>false</c> otherwise.</returns>
public bool Add(T item)
{
int index = this.items.IndexOf(item);
if (index != 0)
{
// item is not already the first in the list
if (index > 0)
{
// item is in the list, but not in the first position
this.items.RemoveAt(index);
}
else if (this.items.Count >= this.maxCount)
{
// item is not in the list, and the list is full already
this.items.RemoveAt(this.items.Count - 1);
}
this.items.Insert(0, item);
return true;
}
else
{
return false;
}
}
public IEnumerator<T> GetEnumerator()
{
return this.items.GetEnumerator();
}
System.Collections.IEnumerator System.Collections.IEnumerable.GetEnumerator()
{
return this.GetEnumerator();
}
}
In your case, T is a key-value pair. Keep maxcount small enough, so that searching stays fast, and to avoid excessive memory usage. Call Add each time you use an item.
An application should use WeakReference as a caching mechanism if the useful lifetime of an object's presence in the cache will be comparable to reference lifetime of the object. Suppose, for example, that you have a method which will create a ReadOnlyDictionary based on deserializing a String. If a common usage pattern would be to read a string, create a dictionary, do some stuff with it, abandon it, and start again with another string, WeakReference is probably not ideal. On the other hand, if your objective is to deserialize many strings (quite a few of which will be equal) into ReadOnlyDictionary instances, it may be very useful if repeated attempts to deserialize the same string yield the same instance. Note that the savings would not just come from the fact that one only had to do the work of building the instance once, but also from the facts that (1) it would not be necessary to keep multiple instances in memory, and (2) if ReadOnlyDictionary variables refer to the same instance, they can be known to be equivalent without having to examine the instances themselves. By contrast, determining whether two distinct ReadOnlyDictionary instances were equivalent might require examining all the items in each. Code which would have to do many such comparisons could benefit from using a WeakReference cache so that variables which hold equivalent instances would usually hold the same instance.
I think you have two mechanisms you can rely on for caching, instead of developing your own. The first, as you yourself suggested, was to use a WeakReference, and to let the garbage collector decide when to free this memory up.
You have a second mechanism - memory paging. If the dictionary is created in one swoop, it'll probably be stored in a more or less continuous part of the heap. Just keep the dictionary alive, and let Windows page it out to the swap file if you don't need it. Depending on your usage (how random is your dictionary access), you may end up with better performance than the WeakReference.
This second approach is problematic if you're close to your address space limits (this happens only in 32-bit processes).
I was recently profiling an application trying to work out why certain operations were extremely slow. One of the classes in my application is a collection based on LinkedList. Here's a basic outline, showing just a couple of methods and some fluff removed:
public class LinkInfoCollection : PropertyNotificationObject, IEnumerable<LinkInfo>
{
private LinkedList<LinkInfo> _items;
public LinkInfoCollection()
{
_items = new LinkedList<LinkInfo>();
}
public void Add(LinkInfo item)
{
_items.AddLast(item);
}
public LinkInfo this[Guid id]
{ get { return _items.SingleOrDefault(i => i.Id == id); } }
}
The collection is used to store hyperlinks (represented by the LinkInfo class) in a single list. However, each hyperlink also has a list of hyperlinks which point to it, and a list of hyperlinks which it points to. Basically, it's a navigation map of a website. As this means you can having infinite recursion when links go back to each other, I implemented this as a linked list - as I understand it, it means for every hyperlink, no matter how many times it is referenced by another hyperlink, there is only ever one copy of the object.
The ID property in the above example is a GUID.
With that long winded description out the way, my problem is simple - according to the profiler, when constructing this map for a fairly small website, the indexer referred to above is called no less than 27906 times. Which is an extraordinary amount. I still need to work out if it's really necessary to be called that many times, but at the same time, I would like to know if there's a more efficient way of doing the indexer as this is the primary bottleneck identified by the profiler (also assuming it isn't lying!). I still needed the linked list behaviour as I certainly don't want more than one copy of these hyperlinks floating around killing my memory, but I also do need to be able to access them by a unique key.
Does anyone have any advice to offer on improving the performance of this indexer. I also have another indexer which uses a URI rather than a GUID, but this is less problematic as the building incoming/outgoing links is done by GUID.
Thanks;
Richard Moss
You should use a Dictionary<Guid, LinkInfo>.
You don't need to use LinkedList in order to have only one copy of each LinkInfo in memory. Remember that LinkInfo is a managed reference type, and so you can place it in any collection, and it'll just be a reference to the object that gets placed in the list, not a copy of the object itself.
That said, I'd implement the LinkInfo class as containing two lists of Guids: one for the things this links to, one for the things linking to this. I'd have just one Dictionary<Guid, LinkInfo> to store all the links. Dictionary is a very fast lookup, I think that'll help with your performance.
The fact that this[] is getting called 27,000 times doesn't seem like a big deal to me, but what's making it show up in your profiler is probably the SingleOrDefault call on the LinkedList. Linked lists are best for situations where you need fast insertions & removals, particularly in the middle of the list. For quick lookups, which is probably more important here, let the Dictionary do its work with hash tables.
At first I assume I do need writerlock here but Im not sure (not much experience with that) what if I dont use it.
On the server side, there are client classes for each connected client. Each class contains public list which every other class can write to. Client requests are processed via threadpool workitems.
class client
{
public List <string> A;
someEventRaisedMethod(param)
{
client OtherClient=GetClientByID(param) //selects client class by ID sent by msg sender
OtherCLient.A.Add("blah");
}
}
What if two instances reference the same client and both try OtherCLient.A.Add("blah")? Isnt be here some writer lock? It works for me but I encounter some strange issues that I think are due to this.
Thank you!
(update: as always, Eric Lippert has a timely blog entry)
If you don't use a lock, you risk either missing data, state corruption, and probably the odd Exception - but only very occasionally, so very hard to debug.
Absolutely you need to synchronize here. I would expose a lock on the client (so we can span multiple operations):
lock(otherClient.LockObject) {
otherClient.A.Add("blah");
}
You could make a synchronous Add method on otherClient, but it is often useful to span multiple - perhaps to check Contains and then Add only if missing, etc.
Just to clarify 2 points:
all access to the list (even reads) must also take the lock; otherwise it doesn't work
the LockObject should be a readonly reference-type
for the second, perhaps:
private readonly object lockObject = new object();
public object LockObject {get {return lockObject;}}
From my point of view you should do the following:
Isolate the list into a separate class which implements either the IList Interface or only the subset which you require
Either add locking on a private object in the methods of your list class or use the ReaderWriterSlim implementation - as it is isolated there is only one place needed for changing in one single class
I don't know the C# internals, but I do remember reading awhile back about java example that could cause a thread to endlessly loop if it was reading a collection whilst an insert was being done on the collection (I think it was a hashtable), so make sure if you are using multiple threads that you lock on both read and write. Marc Gravell is correct that you should just create a global lock to handle this since it sounds like you have fairly low volume.
ReaderWriterLockSlim is also a good option if you do alot of reading and only a few write / update actions.
And if so, why?
and what constitutes "long running"?
Doing magic in a property accessor seems like my prerogative as a class designer. I always thought that is why the designers of C# put those things in there - so I could do what I want.
Of course it's good practice to minimize surprises for users of a class, and so embedding truly long running things - eg, a 10-minute monte carlo analysis - in a method makes sense.
But suppose a prop accessor requires a db read. I already have the db connection open. Would db access code be "acceptable", within the normal expectations, in a property accessor?
Like you mentioned, it's a surprise for the user of the class. People are used to being able to do things like this with properties (contrived example follows:)
foreach (var item in bunchOfItems)
foreach (var slot in someCollection)
slot.Value = item.Value;
This looks very natural, but if item.Value actually is hitting the database every time you access it, it would be a minor disaster, and should be written in a fashion equivalent to this:
foreach (var item in bunchOfItems)
{
var temp = item.Value;
foreach (var slot in someCollection)
slot.Value = temp;
}
Please help steer people using your code away from hidden dangers like this, and put slow things in methods so people know that they're slow.
There are some exceptions, of course. Lazy-loading is fine as long as the lazy load isn't going to take some insanely long amount of time, and sometimes making things properties is really useful for reflection- and data-binding-related reasons, so maybe you'll want to bend this rule. But there's not much sense in violating the convention and violating people's expectations without some specific reason for doing so.
In addition to the good answers already posted, I'll add that the debugger automatically displays the values of properties when you inspect an instance of a class. Do you really want to be debugging your code and have database fetches happening in the debugger every time you inspect your class? Be nice to the future maintainers of your code and don't do that.
Also, this question is extensively discussed in the Framework Design Guidelines; consider picking up a copy.
A db read in a property accessor would be fine - thats actually the whole point of lazy-loading. I think the most important thing would be to document it well so that users of the class understand that there might be a performance hit when accessing that property.
You can do whatever you want, but you should keep the consumers of your API in mind. Accessors and mutators (getters and setters) are expected to be very light weight. With that expectation, developers consuming your API might make frequent and chatty calls to these properties. If you are consuming external resources in your implementation, there might be an unexpected bottleneck.
For consistency sake, it's good to stick with convention for public APIs. If your implementations will be exclusively private, then there's probably no harm (other than an inconsistent approach to solving problems privately versus publicly).
It is just a "good practice" not to make property accessors taking long time to execute.
That's because properties looks like fields for the caller and hence caller (a user of your API that is) usually assumes there is nothing more than just a "return smth;"
If you really need some "action" behind the scenes, consider creating a method for that...
I don't see what the problem is with that, as long as you provide XML documentation so that the Intellisense notifies the object's consumer of what they're getting themselves into.
I think this is one of those situations where there is no one right answer. My motto is "Saying always is almost always wrong." You should do what makes the most sense in any given situation without regard to broad generalizations.
A database access in a property getter is fine, but try to limit the amount of times the database is hit through caching the value.
There are many times that people use properties in loops without thinking about the performance, so you have to anticipate this use. Programmers don't always store the value of a property when they are going to use it many times.
Cache the value returned from the database in a private variable, if it is feasible for this piece of data. This way the accesses are usually very quick.
This isn't directly related to your question, but have you considered going with a load once approach in combination with a refresh parameter?
class Example
{
private bool userNameLoaded = false;
private string userName = "";
public string UserName(bool refresh)
{
userNameLoaded = !refresh;
return UserName();
}
public string UserName()
{
if (!userNameLoaded)
{
/*
userName=SomeDBMethod();
*/
userNameLoaded = true;
}
return userName;
}
}