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Print initialized conditional
hello today we'll talk about condition variables in last two videos we have talked about how to use mutex to synchronize the access of common resource among the threats today we will talk about another synchronization issue which using mutex alone cannot help us to solve the problem let's look at our example the main function is pretty simple at quick it creates two threads thread one with function 1 and a thread 2 with function 2 and then wait for the two threads to finish let's look at thread 102 first there is a global variable Q which is a deck of integer and there's also a mutex the thread 1 has a wire loop at push number into the queue and then sleep for a second and then go to the next loop thread 2 also has a while loop it keeps checking if Q is empty if it is not empty it pops off the data and then print it out otherwise it go to the next loop so thread 1 is the producer of the data and the thread 2 is the consumer of the data and for both Fred 1 and thread two before they go ahead and access cue they lock the mutex this is good because Q is a shared memory between thread 1 and a thread 2 so if the access of Q is not synchronized with a mutex then there will be a data race so this is good however there is another problem the thread 2 is in a busy waiting state it keeps checking if Q is empty and if Q is empty it will unlock the locker and immediately go to the next loop so it will keep looping we all know busy waiting is very inefficient how can we make the program more efficient one way to do that is if the queue is empty we'll let the thread to take a nap and then go to the next loop this will largely reduce the number of looping but the problem is how do we decide on the time duration of its nap if the time is too short then the thread will still end up spending a lot of time looping if the time is too long then it may not be able to get the data in time so it is very hard to find that the best number this is where the condition variable comes in in addition to the mutex we also need a standard condition variable kunda and infrared one after has pushed the data into queue and unlock the locker it will call cond notify one this will wake up one thread if any that is waiting on this condition and in thread two we don't need all these garbage we only need to call con that wait locker this will put thread two in to sleep until being notified by thread one so condition variable can enforce that the thread two will go ahead and fetch the data only after thread one has pushed the data into the queue in other words it can enforce certain parts of the two threads to be executed in a predefined order now why does the wait function neither the locker as a parameter remember at this point the mutex is locked by thread two and a flood should never go to sleep while holding a mutex because you are going to sleep why do you need the hope mutex you don't want to lock everybody out while you are sleeping so before the wait function put thread two into sleep it will unlock the locker and then go to sleep and once threat to is waked up by the notify one function it will lock the locker again and then continued to accessing cue and after that it will unlock the locker and since we have to lock and unlock the mutex many many times we have to use unique lock for condition variable we cannot use lock guard so far everything should be okay as long as the thread - while in its waiting state can only be waked up by the notify one function but actually that is not the case the thread - can wake up by itself and that is called spurious week and if it is a spurious week we don't want the thread to continue running we want to put it back to sleep again so the wait function can take another parameter which is a predicate that determines whether the condition is really met for the thread to continue running and in this case we'll use a lambda function if Q is not empty so if Fred too wakes up and found that the queue is empty it will go back to sleep again if the queue is not empty it will go ahead and pop off the data another thing to note is there could be more than one thread that is waiting on the same condition and if that is the case when you call notify one it only wakes up one thread if you want to wake up all the threads that is waiting at at the same time you should call cond notify oh that will wake up all the threads so with condition variable we can make sure that threads are running in the fixed order for certain portion of their code in this example the thread one will push the data into queue first and then notify thread two to running and then thread two will pop of the data process the data and go to the next loop and waiting for the next data to be available so this is what the condition variable is good for to synchronize the execution sequence of the threads that's all for today feel free to subscribe to my channel and check out the other videos I have and see you next time
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