I tried to use Python to get the docker stats, by using Python's docker module. the code is:
import docker
cli = docker.from_env()
for container in cli.containers.list():
stream = container.stats()
print(next(stream))
I run 6 docker containers, but when I run the code, It needs a few second to get all containers' stats, so is there have some good methods to get the stats immediately?
Docker stats inherently takes a little while, a large part of this is waiting for the next value to come through the stream
$ time docker stats 1339f13154aa --no-stream
CONTAINER ID NAME CPU % MEM USAGE / LIMIT MEM % NET I/O BLOCK I/O PIDS
...
real 0m1.556s
user 0m0.020s
sys 0m0.015s
You could reduce the time it takes to execute by running the commands in parralell, as opposed to one at a time.
To achieve this, you could use the wonderful threading or multiprocessing library.
Digital Ocean provides a good tutorial on how to accomplish this with a ThreadPoolExecutor
:
import requests
import concurrent.futures
def get_wiki_page_existence(wiki_page_url, timeout=10):
response = requests.get(url=wiki_page_url, timeout=timeout)
page_status = "unknown"
if response.status_code == 200:
page_status = "exists"
elif response.status_code == 404:
page_status = "does not exist"
return wiki_page_url + " - " + page_status
wiki_page_urls = [
"https://en.wikipedia.org/wiki/Ocean",
"https://en.wikipedia.org/wiki/Island",
"https://en.wikipedia.org/wiki/this_page_does_not_exist",
"https://en.wikipedia.org/wiki/Shark",
]
with concurrent.futures.ThreadPoolExecutor() as executor:
futures = []
for url in wiki_page_urls:
futures.append(executor.submit(get_wiki_page_existence, wiki_page_url=url))
for future in concurrent.futures.as_completed(futures):
print(future.result())
This is what I use to get the stats directly for each running docker (still takes like 1 second per container, so I don't think it can be helped). Besides this if it helps https://docker-py.readthedocs.io/en/stable/containers.html documentation for the arguments. Hope it helps.
import docker
client = docker.from_env()
containers = client.containers.list()
for x in containers:
print(x.stats(decode=None, stream=False))
As the TheQueenIsDead suggested, it might require threading if you want to get it faster.
The technical post webpages of this site follow the CC BY-SA 4.0 protocol. If you need to reprint, please indicate the site URL or the original address.Any question please contact:yoyou2525@163.com.