46👍
The “can’t start new thread” error almost certainly due to the fact that you have already have too many threads running within your python process, and due to a resource limit of some kind the request to create a new thread is refused.
You should probably look at the number of threads you’re creating; the maximum number you will be able to create will be determined by your environment, but it should be in the order of hundreds at least.
It would probably be a good idea to re-think your architecture here; seeing as this is running asynchronously anyhow, perhaps you could use a pool of threads to fetch resources from another site instead of always starting up a thread for every request.
Another improvement to consider is your use of Thread.join and Thread.stop; this would probably be better accomplished by providing a timeout value to the constructor of HTTPSConnection.
13👍
You are starting more threads than can be handled by your system. There is a limit to the number of threads that can be active for one process.
Your application is starting threads faster than the threads are running to completion. If you need to start many threads you need to do it in a more controlled manner I would suggest using a thread pool.
- [Django]-Python Django Rest Framework UnorderedObjectListWarning
- [Django]-Django template display item value or empty string
- [Django]-How to repeat a "block" in a django template
12👍
I was running on a similar situation, but my process needed a lot of threads running to take care of a lot of connections.
I counted the number of threads with the command:
ps -fLu user | wc -l
It displayed 4098.
I switched to the user and looked to system limits:
sudo -u myuser -s /bin/bash
ulimit -u
Got 4096 as response.
So, I edited /etc/security/limits.d/30-myuser.conf and added the lines:
myuser hard nproc 16384
myuser soft nproc 16384
Restarted the service and now it’s running with 7017 threads.
Ps. I have a 32 cores server and I’m handling 18k simultaneous connections with this configuration.
- [Django]-How do I access the child classes of an object in django without knowing the name of the child class?
- [Django]-Comma separated lists in django templates
- [Django]-Authorization Credentials Stripped — django, elastic beanstalk, oauth
6👍
I think the best way in your case is to set socket timeout instead of spawning thread:
h = httplib.HTTPSConnection(self.config['server'],
timeout=self.config['timeout'])
Also you can set global default timeout with socket.setdefaulttimeout()
function.
Update: See answers to Is there any way to kill a Thread in Python? question (there are several quite informative) to understand why. Thread.__stop()
doesn’t terminate thread, but rather set internal flag so that it’s considered already stopped.
- [Django]-How can I enable CORS on Django REST Framework
- [Django]-Chaining multiple filter() in Django, is this a bug?
- [Django]-Visual Editor for Django Templates?
5👍
I completely rewrite code from httplib to pycurl.
c = pycurl.Curl()
c.setopt(pycurl.FOLLOWLOCATION, 1)
c.setopt(pycurl.MAXREDIRS, 5)
c.setopt(pycurl.CONNECTTIMEOUT, CONNECTION_TIMEOUT)
c.setopt(pycurl.TIMEOUT, COOPERATION_TIMEOUT)
c.setopt(pycurl.NOSIGNAL, 1)
c.setopt(pycurl.POST, 1)
c.setopt(pycurl.SSL_VERIFYHOST, 0)
c.setopt(pycurl.SSL_VERIFYPEER, 0)
c.setopt(pycurl.URL, "https://"+server+path)
c.setopt(pycurl.POSTFIELDS,sended_data)
b = StringIO.StringIO()
c.setopt(pycurl.WRITEFUNCTION, b.write)
c.perform()
something like that.
And I testing it now. Thanks all of you for help.
- [Django]-What are the options for overriding Django's cascading delete behaviour?
- [Django]-Permission denied – nginx and uwsgi socket
- [Django]-Django filter the model on ManyToMany count?
- [Django]-Converting timezone-aware datetime to local time in Python
- [Django]-Django orm get latest for each group
- [Django]-What is the purpose of adding to INSTALLED_APPS in Django?
4👍
I found this question because pip failed to install packages while inside a docker container. A related issue on the pip repo suggests this to be a poorly worded exception coming from rich
that is thrown when the system reaches the limit for the maximum number of threads for some reason. The following fixes are given:
- Upgrading Docker to a version > 20.10.7
- Running pip with
-q
to suppress therich
output
- [Django]-What is a Django QuerySet?
- [Django]-Authorization Credentials Stripped — django, elastic beanstalk, oauth
- [Django]-Including a querystring in a django.core.urlresolvers reverse() call
3👍
I’m running a python script on my machine only to copy and convert some files from one format to another, I want to maximize the number of running threads to finish as quickly as possible.
Note: It is not a good workaround from an architecture perspective If you aren’t using it for a quick script on a specific machine.
In my case, I checked the max number of running threads that my machine can run before I got the error, It was 150
I added this code before starting a new thread. which checks if the max limit of running threads is reached then the app will wait until some of the running threads finish, then it will start new threads
while threading.active_count()>150 :
time.sleep(5)
mythread.start()
- [Django]-Error: "dictionary update sequence element #0 has length 1; 2 is required" on Django 1.4
- [Django]-Efficient way to update multiple fields of Django model object
- [Django]-How do I POST with jQuery/Ajax in Django?
1👍
If you are using a ThreadPoolExecutor, the problem may be that your max_workers is higher than the threads allowed by your OS.
It seems that the executor keeps the information of the last executed threads in the process table, even if the threads are already done. This means that when your application has been running for a long time, eventually it will register in the process table as many threads as ThreadPoolExecutor.max_workers
- [Django]-Data Mining in a Django/Postgres application
- [Django]-Can I Make a foreignKey to same model in django?
- [Django]-Django: Safely Remove Old Migrations?
0👍
As far as I can tell it’s not a python problem. Your system somehow cannot create another thread (I had the same problem and couldn’t start htop on another cli via ssh).
The answer of Fernando Ulisses dos Santos is really good. I just want to add, that there are other tools limiting the number of processes and memory usage "from the outside". It’s pretty common for virtual servers. Starting point is the interface of your vendor or you might have luck finding some information in files like
/proc/user_beancounters
- [Django]-How to use Query Strings for filtering Querysets in Django?
- [Django]-How to stop celery worker process
- [Django]-How to view corresponding SQL query of the Django ORM's queryset?