Writing to the log file from multiple processes will work fine, until the maximum log file size is reached and the RotatingFileHandler attempts to rotate the log file. Rotating the log file is done by renaming the log file (appending .1 to the file name). This will not be possible because the file will be in use (locked) by other processes.