How Can I Stream Subprocess Output Line by Line in Python?
Streaming Output from subprocess.communicate()
Python's subprocess.communicate() function is useful for capturing the stdout of a process. However, it typically returns all the output at once. This can be inconvenient for processes that generate output over a prolonged period. To address this, we explore a technique for printing each line of the process's stdout in a streaming fashion.
Solution
By employing an iterative mechanism, we can retrieve lines of stdout as soon as they become available:
from subprocess import Popen, PIPE # Launch a process with buffering set to 1 byte p = Popen(["cmd", "arg1"], stdout=PIPE, bufsize=1) # Iterate over the stdout lines as they become available with p.stdout: for line in iter(p.stdout.readline, b''): print(line, end='') # Wait for the process to terminate p.wait()
Explanation
- iter(p.stdout.readline, b''): This creates an iterator that continuously reads lines from p.stdout in a non-blocking manner.
- end='': This ensures that each line is printed without a trailing newline character.
- p.wait(): Once the iterator is exhausted, this function waits for the process to finish before proceeding.
Additional Notes
- For Python 2, iter() is necessary to workaround a read-ahead bug.
- For Python 3, the universal_newlines option automatically decodes the stdout to text.
- Alternative methods, such as Pexpect or unbuffered utilities, can also be used to force unbuffered stdout.
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