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|  | <h1 class="title">Concurrent access to Models</h1> | 
|  |  | 
|  |  | 
|  | <main class="d-flex flex-xl-row flex-column"> | 
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|  | <li><a href="#locks">Locks</a></li> | 
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|  | <article class="flex-column me-lg-4"> | 
|  | <i> | 
|  | All datasets provide transactions. | 
|  | This is the preferred way to | 
|  | handle concurrenct access to data. | 
|  | </i> | 
|  | <br/> | 
|  | <br/> | 
|  | <p>Applications need to be aware of the concurrency issues in access | 
|  | Jena models. API operations are not thread safe by default. Thread | 
|  | safety would simple ensure that the model data-structures remained | 
|  | intact but would not give an application consistent access to the | 
|  | RDF graph. It would also limit the throughput of multi-threaded | 
|  | applications on multiprocessor machines where true concurrency can | 
|  | lead to a reduction in response time.</p> | 
|  | <p>For example, supposed an application wishes to read the name and | 
|  | age of a person from model. This takes two API calls. It is more | 
|  | convenient to be able to read that information in a consistent | 
|  | fashion, knowing that the access to the second piece of information | 
|  | is not being done after some model change has occurred.</p> | 
|  | <p>Special care is needed with iterators. In general, Jena’s | 
|  | iterators do <em>not</em> take a copy to enable safe use in the presence | 
|  | of concurrent update. A multi-threaded application needs to be | 
|  | aware of these issues and correctly use the mechanisms that Jena | 
|  | provides (or manage its own concurrency itself). While not zero, | 
|  | the application burden is not high.</p> | 
|  | <p>There are two main cases:</p> | 
|  | <ul> | 
|  | <li>Multiple threads in the same JVM.</li> | 
|  | <li>Multiple applications accessing the same persistent model | 
|  | (typically, a database).</li> | 
|  | </ul> | 
|  | <p>This note describes the support for same-JVM, multi-threaded | 
|  | applications using in-memory Jena Models.</p> | 
|  | <h2 id="locks">Locks</h2> | 
|  | <p>Locks provide critical section support for managing the | 
|  | interactions of multiple threads in the same JVM. Jena provides | 
|  | multiple-reader/single-writer concurrency support (MRSW).</p> | 
|  | <p>The pattern general is:</p> | 
|  | <pre><code>Model model = . . . ; | 
|  | model.enterCriticalSection(Lock.READ) ;  // or Lock.WRITE | 
|  | try { | 
|  | ... perform actions on the model ... | 
|  | ... obey contract - no update operations if a read lock | 
|  | } finally { | 
|  | model.leaveCriticalSection() ; | 
|  | } | 
|  | </code></pre> | 
|  | <p>Applications are expected to obey the lock contract, that is, they | 
|  | must not do update operations if they have a read lock as there can | 
|  | be other application threads reading the model concurrently.</p> | 
|  | <h2 id="iterators">Iterators</h2> | 
|  | <p>Care must be taken with iterators: unless otherwise stated, all | 
|  | iterators must be assumed to be iterating over the data-structures | 
|  | in the model or graph implementation itself. It is not possible to | 
|  | safely pass these out of critical sections.</p> | 
|  |  | 
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