I'm trying to migrate a core data database to Realm (somewhere between 0-2 million rows), and am running into a deadlock that as far as I can tell, shouldn't be happening.
From a Singleton class, I'm launching the migration like this:
_queue = dispatch_queue_create("DiagnosticMigrationQueue", NULL);
dispatch_async(_queue, ^{
_realmMigrator = [[CoreDataToRealmMigrator alloc] init];
[_realmMigrator performMigrationToRealm];
});
Within the performMigrationToRealm method, I set up the Core Data stack thusly:
- (void) performMigrationToRealm
{
self.migrationIsRunning = YES;
NSURL *url = [[[NSFileManager defaultManager] URLsForDirectory:NSLibraryDirectory inDomains:NSUserDomainMask] lastObject];
url = [url URLByAppendingPathComponent:#"persistentStore"];
NSError *error;
NSManagedObjectModel *model = [NSManagedObjectModel mergedModelFromBundles:nil];
NSManagedObjectContext *context = [[NSManagedObjectContext alloc] initWithConcurrencyType:NSConfinementConcurrencyType];
context.persistentStoreCoordinator = [[NSPersistentStoreCoordinator alloc] initWithManagedObjectModel:model];
[context.persistentStoreCoordinator addPersistentStoreWithType:NSSQLiteStoreType
configuration:#"DiagnosticData"
URL:url
options:nil
error:&error];
Understanding Check: When I create the queue, none of the Core Data stack has been set up yet. Therefore, the NSManagedObjectContext is only created on whatever thread GCD decides to put my block on.
So far, so good. No problems. I now run a method that - in batches of 100,000 - grabs all the NSManagedObjectIds in the Entity. It looks something like this:
for (NSInteger numberOfMigratedBatches = 0; numberOfMigratedBatches < totalNumberOfBatches; numberOfMigratedBatches++)
{
NSArray *samples = [context executeFetchRequest:fetchRequest error:&error];
if (samples && !error)
{
[self transferWeightSamplesToRealmWithObjectIds:samples withContext:context];
}
[context reset];
fetchRequest.fetchOffset = batchSize * (numberOfMigratedBatches+1);
}
The line that goes funky is the fetchRequest in the code block above. Even though I've launched this process on a serial queue, I somehow end up with this:
Each of those minion_duties2 threads is stuck on the same line of code, namely the fetchRequest above.
What is going on here? I understand that queues != threads, and that GDC will put my code on whichever thread is sees fit. However, I wouldn't expect that it would put my code on THREE threads. Also, what is com.apple.root.user-initiated-qos.overcommit? I'll say it's overcommitted. I only want this code run one time!
So, this is technically not an answer to the question you posted, but, it could potentially provide you with a way that would allow you to avoid the problem you're running into (workaround?).
Since my guess is that it's the several different fetch requests trying to execute on several different threads that's causing the deadlock, I would suggest that instead of doing the batching manually, you do it by setting the fetchBatchSize property on NSFetchRequest, and let core data do it for you, and hence avoid doing multiple fetch requests altogether, if memory usage is an issue, try wrapping the innards of your for loop in an autoreleasepool block (I'm guessing there is a for loop inside the transferWeightSamplesToRealmWithObjectIds:withContext: method).
Core data has a concept called batching & faulting. From Apple documentation of NSFetchRequest:
If you set a non-zero batch size, the collection of objects returned
when the fetch is executed is broken into batches. When the fetch is
executed, the entire request is evaluated and the identities of all
matching objects recorded, but no more than batchSize objects’ data
will be fetched from the persistent store at a time. The array
returned from executing the request will be a proxy object that
transparently faults batches on demand. (In database terms, this is an
in-memory cursor.)
Hopefully, this helps you somewhat.
Related
I am experiencing issues with Core Data which I cannot resolve. I've learned about concurrency issues in Core Data the hard way, thus I am really careful and only perform any core data operations in performBlock: and performBlockAndWait: blocks.
Here goes my code:
/// Executes a fetch request with given parameters in context's block.
+ (NSArray *)executeFetchRequestWithEntityName:(NSString *)entityName
predicate:(NSPredicate *)predicate
fetchLimit:(NSUInteger)fetchLimit
sortDescriptor:(NSSortDescriptor *)sortDescriptor
inContext:(NSManagedObjectContext *)context{
NSCAssert(entityName.length > 0,
#"entityName parameter in executeFetchRequestWithEntityName:predicate:fetchLimit:sortDescriptor:inContext:\
is invalid");
__block NSArray * results = nil;
NSPredicate * newPredicate = [CWFCoreDataUtilities currentUserPredicateInContext:context];
if (predicate){
newPredicate = [NSCompoundPredicate andPredicateWithSubpredicates:#[newPredicate, predicate]];
}
[context performBlockAndWait:^{
NSFetchRequest * request = [NSFetchRequest fetchRequestWithEntityName:entityName];
request.fetchLimit = fetchLimit;
request.predicate = newPredicate;
if (sortDescriptor) {
request.sortDescriptors = #[sortDescriptor];
}
NSError * error = nil;
results = [context executeFetchRequest:request error:&error];
if (error){
#throw [NSException exceptionWithName:NSInternalInconsistencyException
reason:#"Fetch requests are required to succeed."
userInfo:#{#"error":error}];
NSLog(#"ERROR! %#", error);
}
NSCAssert(results != nil, #"Fetch requests must succeed");
}];
return results;
}
When I enter this method concurrently from two different threads and pass two different contexts, I result in a deadlock on this row: results = [context executeFetchRequest:request error:&error];
Which is interesting: it seems like both threads cannot acquire some lock on the Persistent Store Coordinator in order to execute a fetch request.
All of my contexts are NSPrivateQueueConcurrencyType.
I can't put my finger on, why am I locking the app and what should I do differently. My research on Stack Overflow gave me nothing, since most of the people fixed all the locks by dispatching the fetch requests on the MOC's queue, which I already do.
I will appreciate any information on this issue. Feel free to provide documentation links and other long reads: I am eager to learn more about all kind of concurrency problems and strategies.
Which is interesting: it seems like both threads cannot acquire some lock on the Persistent Store Coordinator in order to execute a fetch request.
The persistent store coordinator is a serial queue. If one context is accessing it another context will be blocked.
From Apple Docs:
Coordinators do the opposite of providing for concurrency—they serialize operations. If you want to use multiple threads for different write operations you use multiple coordinators. Note that if multiple threads work directly with a coordinator, they need to lock and unlock it explicitly.
If you need to perform multiple background fetch request concurrently you will need multiple persistent store coordinators.
Multiple coordinators will make your code only slightly more complex but should be avoided if possible. Do you really need to do multiple fetches at the same time? Could you do one larger fetch and then filter the in-memory results?
If you are interested in learning more about Core Data (and threading), the following website will be extremely helpful. I attended Matthew Morey's talk at the Atlanta CocoaConf 2013.
High Performance Core Data (http://highperformancecoredata.com)
The companion sample code to the website is available at: https://github.com/mmorey/MDMHPCoreData
All you need to do in your app, is to have a Singleton instance (somewhere) of the MDMPersistenceStack class.
As far as your problem/issue, even though the Apple documentation for NSManagedObjectContext class, does allow for code to be written the way that you have (with the Core Data operations performed on an NSManagedObjectContext instance in a block) and to some extent encourages that - I would like to point out that is not the only way.
Whenever I have fixed apps that have Core Data concurrency issues (locking), the simplest thing, in my opinion, is to create a private NSManagedObjectContext inside the thread or block that I want to execute Core Data operations on.
It may not be the most elegant approach, but it's never failed me. One is always guaranteed that the NSManagedObjectContext is created and executed in the same thread, because the NSManagedObjectContext is explicitly created.
dispatch_queue_t queue = dispatch_get_global_queue(DISPATCH_QUEUE_PRIORITY_DEFAULT, 0);
dispatch_async(queue, ^{
/*
Create NSManagedObjectContext
Concurrency of Managed Object Context should be set to NSPrivateQueueConcurrencyType
If you use the MDMPersistenceStack class this is handled for you.
*/
NSManagedObjectContext *managedObjectContext = ....
/*
Call the method that you have listed in your code.
Let's assume that this class method is in MyClass
Remove the block that you have in your method, as it's not needed
*/
[MyClass executeFetchRequestWithEntityName: ......] // rest of parameters
});
I did it this way. It fixed the issue for me. I was experiencing a lot of deadlocks too. See if it works for you.
+ (NSArray *)getRecordsForFetchRequest:(NSFetchRequest *)request inContext:(NSManagedObjectContext *)context
{
#try
{
__weak __block NSError *error = nil;
__block __weak NSArray *results = nil;
[context performBlockAndWait:^{
[context lock];
results = [context executeFetchRequest:request error:&error];
[context processPendingChanges];
[context unlock];
}];
[self handleErrors:error];
request = nil;
context = nil;
return results;
}
#catch (NSException *exception)
{
if([exception.description rangeOfString:#"Can only use -performBlockAndWait: on an NSManagedObjectContext that was created with a queue"].location!=NSNotFound)
{
NSError *error = nil;
[context lock];
__weak NSArray *results = [context executeFetchRequest:request error:&error];
[context processPendingChanges];
[context unlock];
[self handleErrors:error];
request = nil;
context = nil;
return results;
}
return nil;
}
}
I'm trying to execute a fetch against a fairly large data set (~60000 rows) in the background of my app. Despite using a separate thread, the UI noticeably hangs for a second or so whenever the fetch executes. Is my approach correct?
- (id)init
{
if(self = [super init])
{
ABAppDelegate *appDelegate = (ABAppDelegate *)[[UIApplication sharedApplication] delegate];
_rootManagedObjectContext = appDelegate.managedObjectContext;
_backgroundContext = [[NSManagedObjectContext alloc] initWithConcurrencyType:NSPrivateQueueConcurrencyType];
[_backgroundContext setPersistentStoreCoordinator:_rootManagedObjectContext.persistentStoreCoordinator];
}
return self;
}
- (void)fetch {
[_backgroundContext performBlock:^{
NSFetchRequest *fetchRequest = [NSFetchRequest fetchRequestWithEntityName:#"ItemPhoto"];
NSPredicate *pred = [NSPredicate predicateWithFormat:#"full_uploaded_to_server == 0 OR thumb_uploaded_to_server == 0"];
fetchRequest.predicate = pred;
NSSortDescriptor *sort = [NSSortDescriptor sortDescriptorWithKey:#"modified" ascending:YES]; //Start at the back of the queue
fetchRequest.sortDescriptors = [NSArray arrayWithObject:sort];
fetchRequest.fetchBatchSize = 1;
fetchRequest.fetchLimit = 1;
NSError *error;
NSArray *photos = [_backgroundContext executeFetchRequest:fetchRequest error:&error];
if(error != nil) {
NSLog(#"Fetch error: %#", error.localizedDescription);
}
}];
}
Looking in Instruments, it's definitely the call to executeFetchRequest: that's taking a long time to complete, and it does seem to be running on its own thread. Why would this be causing the UI to hang?
Thanks!
Any activity against the NSPersistentStoreCoordinator is going to cause a block of other activities against it. If you are fetching on one thread and another thread attempts to access the NSPersistentStoreCoordinator it is going to be blocked.
This can be solved in one of two ways:
Reduce the fetches so that the block is not noticeable. Fetching in chunks, for example, can help to reduce this issue.
Make sure the data the UI is exposing is fully loaded into memory. This will stop the main thread from trying to hit the NSPersistentStoreCoordinator and getting blocked.
Depending on the application and the situation, one or the other (or both) of these implementations will remove the issue.
At the end of the day, background threads are not a silver bullet to solve fetch times. If you are planning on fetching on a background thread just to put them onto the main thread you are going to be disappointed with the performance.
If you are fetching on the background thread for a non-UI purpose then consider reducing the size of each fetch or change the batch size, etc. to decrease the fetch time itself.
Update
Warming up the cache doesn't work on iOS like it used to on OS X. You can get the objects fully loaded into memory by configuring your NSFetchRequest so that the objects are fully loaded, relationships are loaded (if needed), your batch size and fetch size are large enough. Naturally this needs to be balanced against memory usage.
I'm still coding my RSS reader and I have gotten to the point where I'd like things to go smoother by background filling my Feeds at once with the newest Posts.
The problem is that it crashes my app quite badly with messages such as:
2013-10-02 21:06:25.474 uRSS[97209:a0b] *** Terminating app due to uncaught
exception 'NSInternalInconsistencyException', reason: 'UITableView dataSource
must return a cell from tableView:cellForRowAtIndexPath:'
(stacktrace)
I came to the conclusion that I am not running thread safe here and I then discovered this kind of CoreData snippets:
//Core Data's NSPrivateQueueConcurrencyType and sharing objects between threads
[context performBlock:^{
// fetch request code
NSArray *results = [context executeFetchRequest:request error:nil];
dispatch_async(dispatch_get_main_queue(), ^(void) {
Class *firstObject = [results objectAtIndex:0];
// do something with firstObject
});
}];
// Assume we have these two context (They need to be set up. Assume they are.)
NSManagedObjectContext *mainMOC = [[[NSManagedObjectContext alloc] initWithConcurrencyType:NSMainQueueConcurrencyType] autorelease];
NSManagedObjectContext *backgroundMOC = [[[NSManagedObjectContext alloc] initWithConcurrencyType:NSPrivateQueueConcurrencyType] autorelease];
// Now this can safely be called from ANY thread:
[backgroundMOC performBlock:^{
NSArray *results = [context executeFetchRequest:request error:nil];
for (NSManagedObject *mo in results) {
NSManagedObjectID *moid = [mo objectID];
[mainMOC performBlock:^{
NSManagedObject *mainMO = [mainMOC objectWithID:moid];
// Do stuff with 'mainMO'. Be careful NOT to use 'mo'.
}];
}
}];
Now, what I would like to know is the following:
should the backgroundMOC be defined as a Class member property, or everytime the method that uses it is invoked?
what if this method is itself invoked asynchronously (the RSS parsing method create the objects on the fly)?
How may I securely notify my UITAbleView that my MOC's been updated so that it can refresh without crashing?
Does this only apply to fetches, or also to objects insertions, deletions, etc?
Where could I find a working example of this concept successfully applied?
1) backgroundMOC should be defined in the scope, where you use it. Say, if you use context inside of SomeClass, it's good to define it as property of SomeClass. However, usually many classes share same context (for example, it's quite OK to share mainMOC between all your viewControllers) so i suggest to define mainMOC and backgroundMOC in your AppDelegate or some other singleton.
2) It's OK. However, it's bad idea to create contexts every time — see 1 and initialize them once in singleton.
3) Take a look at NSFetchedResultsController. It's exactly what you need to setup your tableView and track CoreData changes.
4) Yes
5) Cannot really point you to working example. Find something out on developer.apple.com =)
Also remarks:
1) Your class cannot be named Class
2) Use existingObjectWithID:error:, not objectWithID: — check this answer, it was really annoying issue in my experience
3) Read about NSManagedObjectContext concurrency patterns
I get runtime errors which seem to result from my incorrect implementation of GCD in combination with my custom NSManagedObjects.
Nested in a GCD call, I am using custom NSManagedObjects which (seem to) have their own managed object contexts (= self.managedObjectContext).
I am creating the managed object context in the app delegate by using the managed object context provided by UIManagedDocument: self.managedDocument.managedObjectContext.
I don't understand how to pass the correct managed object context down to my custom NSManagedObjects. How would I need to change my code to use the correct managed object context?
This is my main method (inside a view controller):
dispatch_queue_t queue;
queue = dispatch_queue_create("queue", NULL);
dispatch_async(queue, ^{
// ...
NSDecimalNumber *value = [reportedPeriod
valueForCoa:figure.code
convertedTo:self.currencySymbol];
// ...});
}
In this main method I do not have any reference to a managed object context, I do just call valueForCoa:convertedTo: (which is coded as follows):
- (NSDecimalNumber*)valueForCoa:(NSString*)coaStr
convertedTo:(NSString*)targetCurrencyStr {
// ...
CoaMap *coa = [CoaMap coaItemForString:coaStr
inManagedObjectContext:self.managedObjectContext];
// ...
}
valueForCoa is a method in my custom subclassed NSManagedObject ReportedPeriod and uses its (default) managed object context self.managedObjectContext.
The app then usually crashes in the custom subclassed NSManagedObject CoaMap in the following method when it executes the fetch request:
+ (CoaMap*)coaItemForString:(NSString*)coaStr
inManagedObjectContext:(NSManagedObjectContext*)context {
NSFetchRequest *request = [NSFetchRequest
fetchRequestWithEntityName:NSStringFromClass([self class])];
NSPredicate *predicate =
[NSPredicate predicateWithFormat:#"coa == %#",coaStr];
request.predicate = predicate;
// ** The runtime error occurs in the following line **
NSArray *results = [context executeFetchRequest:request error:nil];
// ...
}
The error message is: Terminating app due to uncaught exception 'NSGenericException', reason: '*** Collection <__NSCFSet: 0x9a8a4a0> was mutated while being enumerated.
Could you please help me with this issue and give me some suggestions on how to improve my code to pass the correct managed object contexts (or on how to make sure that the correct context is used in all methods)?
Thank you very much!
That error generally relates to using a managed object incorrectly context across different threads or queues. You created the MOC on the main queue, but you're using it on a background queue without considering that fact. It's not wrong to use the MOC on a background queue, but you need to be aware of that and take preparations.
You didn't say how you're creating the MOC. I suggest that you should be doing this:
NSManagedObjectContext *context = [[NSManagedObjectContext alloc]
initWithConcurrencyType: NSMainQueueConcurrencyType];
With main queue concurrency you can just use it normally on the main thread. When you're in your dispatch queue though, do this:
[context performBlockAndWait:^{
NSFetchRequest *request = [NSFetchRequest
fetchRequestWithEntityName:NSStringFromClass([self class])];
NSPredicate *predicate =
[NSPredicate predicateWithFormat:#"coa == %#",coaStr];
request.predicate = predicate;
NSArray *results = [context executeFetchRequest:request error:nil];
// ...
}];
This will ensure that the MOC's work occurs on the main thread even though you're on a background queue. (Technically what it actually means is that the MOC's work in the background will be correctly synchronized with work it does on the main queue, but the result is the same: this is the safe way to do this).
A similar approach would be to use NSPrivateQueueConcurrencyType instead. If you do that, you'd use performBlock or performBlockAndWait everywhere for the MOC, not just on background threads.
First,
"how to pass the correct managed object context down to my custom NSManagedObjects."
We create NSManagedObject with NSManagedObjectContext. not the other way around. So, when you have a NSManagedObject, you can access the NSManagedObjectContext by asking its property: – managedObjectContext as listed in Apple Document
Second,
When working with CoreData, multi-threading could be a little tricky. especially for the beginner. The are all kind of details that you need to take care of.
I highly recommend you checkout the Parent-Child NSManagedContext. then, using MagicRecord.
By using MagicRecord, you can simply Grand Central Dispatch with a Block like this:
[MagicalRecord saveInBackgroundWithBlock:^(NSManagedObjectContext *localContext){
// here use the `localContext` as your NSManagedContext and do things in the background.
// it will take care of all the rest.
}];
If you need to pass NSManagedObject into this block, remember to only pass the NSManagedObjectID instead of the proprety.
this is a example.
NSManagedObjectID *coaMapID = CoaMap.objectID;
[MagicalRecord saveInBackgroundWithBlock:^(NSManagedObjectContext *localContext){
coaMap *aCoaMap = (coaMap *)[localContext existingObjectWithID:coaMapID error:&error];
// then use aCoaMap normally.
}];
Hope this helped.
I'm developing an application through Core Data and I need to perform some calculation in a background thread to create an xml file based on specific NSManagedObject.
Following the documentation, I set up NSOperation subclass. This class has a property like the following:
#property (nonatomic, retain) NSArray* objectIDs;
where objectIDs is an array of managed object ids (of type NSManagedObjectID). This is necessary according to the documentation: NSManagedObject are not thread safe.
Inside the main of NSOperation subclass I'm doing the following:
NSAutoreleasePool *pool = [[NSAutoreleasePool alloc] init];
NSManagedObjectContext *exportContext = [[NSManagedObjectContext alloc] init];
[exportContext setPersistentStoreCoordinator:[self persistentStoreCoordinator]];
for (NSManagedObjectID* objectID in self.orderObjectIDs) {
NSError* error = nil;
Order* order = (Order*)[exportContext existingObjectWithID:objectID error:&error];
// order.someRelationship is fault here...
// Create XML file here...
}
[exportContext reset];
[exportContext release], exportContext = nil;
[[NSNotificationCenter defaultCenter] postNotificationName:kRegisterComplete object:self];
[pool drain];
pool = nil;
Inside the for loop I'm fetching the right object using existingObjectWithID:error method of NSManagedObjectContext class since
Unlike objectWithID:, this method never returns a fault.
The method works. I'm able to retrieve the properties of that retrieved object. The only problem is that relationships are fetched as faults.
Said this, I have two questions.
First, is this the right approach to fecth NSManagedObject in a background thread?
Then, how can I fetch relationships for each fetched object within the for loop? Do I have to create a NSFetchedRequest to fetch the relationship object based on the specific object that has been fetched through the id?
Thank you in advance.
Why do you care that the relationship is a fault? Accessing it will fill the fault and return the data, are you concerned about disk I/O for some reason?
You may try using prefetching to alleviate some of the I/O overhead, but it's utility is limited to the relationship on the entity being fetched:
https://developer.apple.com/library/mac/#documentation/Cocoa/Reference/CoreDataFramework/Classes/NSFetchRequest_Class/NSFetchRequest.html
In that case you would create a fetch request with a predicate like so:
[NSPredicate predicateWithFormat:#"SELF == %#", objectID];
That will return to you only the managed object you desire, and with relationship pre-fetching the relationship won't be a fault.
You could further optimize this by using a IN clause and fetching all the objects at once:
[NSPredicate predicateWithFormat:#"SELF IN (%#)", desiredObjectIDs];
You need to make sure of the following:
Before you pass around any object IDs you do - [NSManagedObjectContext obtainPermanentIDsForObjects:error:] on the originating thread.
(on main thread)
[managedObjectContext obtainPermanentIDsForObjects:objectIDs error:nil]
Before attempting to access these objects from another thread (including their relationships) you need to save the NSManagedObjectContext of the originating thread. Otherwise the objects will not exist in persistence and your background thread will be unable to fetch it (or other relationships). Is easiest way to insure this is to call a blocking save on the main thread at the beginning of your NSOperation execution. For example:
dispatch_sync(dispatch_get_main_queue(), {
[managedObjectContext save:nil];
});
You may make an NSFetchRequest or access the relationships directly depending on which way is more convenient; probably accessing the relationships directly. You do not need to call a [NSManagedObjectContext reset] at the end of your routine.