I'm working on a python application, in which the main thread creates an object, say x, of a particular class.
Then it starts one thread which starts the execution in one of the methods of this object x. The method has a while True: loop, so its infinite.
Then it starts another thread which starts the execution in another method of the same object x. This method also has a while True: infinite loop.
I have made both the threads as daemon by calling t1.setDaemon(True), but it seems both stop execution once the main thread exits.
How do I keep the children alive after the parent thread is finished?
Or should I change my design to use a cron job or process fork?
The documentation says
A thread can be flagged as a "daemon thread". The significance of this flag is that the entire Python program exits when only daemon threads are left. The initial value is inherited from the creating thread. The flag can be set through the daemon property.
If you want to keep your program running, you must have at least one non daemon thread.
Related
I read singnal docs of python. It said singale handler must be registered in main thread.
If I start a thread (grand father) which start a child thread (father) which start another thread (grandson)
Does the father thread a main thread compared to grandson?
No. There is only one main thread. It is the thread which is running at program startup.
You can check which thread your code is running on with threading.current_thread() == threading.main_thread().
The signal.signal() documentation states:
When threads are enabled, this function can only be called from the main thread of the main interpreter; attempting to call it from other threads will cause a ValueError exception to be raised.
So, the best way to use this function would be to set up your signal handler before starting any threads.
Note that the documentation also says:
Python signal handlers are always executed in the main Python thread of the main interpreter, even if the signal was received in another thread. This means that signals can’t be used as a means of inter-thread communication.
If i understand the question correctly;
No, the grandson is not tracked by the mainthread inheritly. Although there are different ways you can start threads, one that is dependent on that the child thread is finished and closed before closing the parent or the parent continues in parallell.
But stating in the general case, the father is "owned" by the main thread while the child is "owned" by the father.
I have a query. I have seen examples where developers write something like the code as follows:
import threading
def do_something():
return true
t = threading.Thread(target=do_something)
t.start()
t.join()
I know that join() signals the interpreter to wait till the thread is completely executed. But what if I do not write t.join()? Will the thread get closed automatically and will it be reused later?
Please let me know the answer. It's my first attempt at creating a multi-threaded application in Python 3.5.0.
A Python thread is just a regular OS thread. If you don't join it, it still keeps running concurrently with the current thread. It will eventually die, when the target function completes or raises an exception. No such thing as "thread reuse" exists, once it's dead it rests in peace.
Unless the thread is a "daemon thread" (via a constructor argument daemon or assigning the daemon property) it will be implicitly joined for before the program exits, otherwise, it is killed abruptly.
One thing to remember when writing multithreading programs in Python, is that they only have limited use due to infamous Global interpreter lock. In short, using threads won't make your CPU-intensive program any faster. They can be useful only when you perform something involving waiting (e.g. you wait for certain file system event to happen in a thread).
The join part means the main program will wait for the thread to end before continuing. Without join, the main program will end and the thread will continue.
Now if you set the daemon parameter to "True", it means the thread will depends on the main program, and it will ends if the main program ends before.
Here is an example to understand better :
import threading
import time
def do_something():
time.sleep(2)
print("do_something")
return True
t = threading.Thread(target=do_something)
t.daemon = True # without the daemon parameter, the function in parallel will continue even your main program ends
t.start()
t.join() # with this, the main program will wait until the thread ends
print("end of main program")
no daemon, no join:
end of main program
do_something
daemon only:
end of main program
join only:
do_something
end of main program
daemon and join:
do_something
end of main program
# Note : in this case the daemon parameter is useless
Without join(), non-daemon threads are running and are completed with the main thread concurrently.
Without join(), daemon threads are running with the main thread concurrently and when the main thread is completed, the daemon threads are exited without completed if the daemon threads are still running.
You can see my answer in this post explaining about it in detail.
I have a main thread and another thread which starts after threading.Timer(1,success).start() calls it.
In the defined function success I need to kill the whole python script, I tried sys.exit() but that only ends the thread. I can't signal the main thread as the reason the timer went off was because the main thread took too long to respond, so there's no guarantee the signal would be read by the main thread.
I considered using os.exit() which works, but it's messy as the script is reloaded after a second by another program and memory fills up.
You can join the created thread with a timeout:
join(timeout=None)
Thus, it will not wait for completion.
When running my code I start a thread that runs for around 50 seconds and does a lot of background stuff. If I run this program and then close it soon after, the stuff still goes on in the background for a while because the thread never dies. How can I kill the thread gracefully in my closeEvent method in my MianWindow class? I've tried setting up a method called exit(), creating a signal 'quitOperation' in the thread in question, and then tried to use
myThread.quitOperation.emit()
I expected that this would call my exit() function in my thread because I have this line in my constructor:
self.quitOperation.connect(self.exit)
However, when I use the first line it breaks, saying that 'myThread' has no attribute 'quitOperation'. Why is this? Is there a better way?
I'm not sure for python, but I assume this myThread.quitOperation.emit() emits a signal for the thread to exit. The point is that while your worker is using the thread and does not return, nor runs QCoreApplication::processEvents(), myThread will never have the chance to actually process your request (this is called thread starvation).
Correct answer may depend on the situation, and the nature of the "stuff" your thread is doing. The most common practice is that the main thread sends a signal to the worker thread where a slot sets a flag. In the blocking process you regularly check this flag. It it is set you stop whatever "stuff" you are doing, tell your worker thread that it can quit (with a signal preferably with queued connection), call a deleteLater() on the worker object itself, and return from any functions you are currently in, so that the thread's event handler can run, and clear your worker object and itself up, the finally quit.
In case your "stuff" is a huge cycle of very fast operation like simple mathematics or directory navigation one-by-one that takes only a few milliseconds each, this will be enough.
In case your "stuff" contain huge blocking parts that you have no control of (an thus you can't place this flag checking call in it), you may need to wait in the main thread until the worker thread quits.
In case you use direct connect to set the flag, or you set it directly, be sure to protect the read/write access of the flag with a QMutex to prevent inconsistent reads, or user a queued connection to ensure single thread access of the flag.
While highly discouraged, optionally you can use QThread's terminate() method to instantaneously kill the thread. You should never do this as it may cause memory leak, heap corruption, resource leaking and any nasty stuff as destructors and clean-up codes will not run, and the execution can be halted at an undesired state.
I have a program using a thread. When my program is closed, my thread is still running and that's normal. I would like to know how my thread can detect that the main program is terminated; by itself ONLY. How would I do that?
My thread is in an infinite loop and process many object in a Queue. I can't define my thread as a daemon, else I can lose some data at the end of the main program. I don't want that my main program set a boolean value when it closed.
If you can get a handle to the main thread, you can call is_alive() on it.
Alternatively, you can call threading.enumerate() to get a list of all currently living threads, and check to see if the main thread is in there.
Or if even that is impossible, then you might be able to check to see if the child thread is the only remaining non-daemon thread.
Would it work if your manager tracked how many open threads there were, then the children killed themselves when starved of input? So the parent would start pushing data on to the queue, and the workers would consume data from the queue. If a worker found nothing on the queue for a certain timeout period, it would kill itself. The main thread would then track how many workers were operating and periodically start new workers if the number of active workers were under a given threshold.