Linux/Unix Process Management: ps, kill, top, df, free, nice Commands & Process Scheduling - STUDY NOTES

Post Top Ad

Linux/Unix Process Management: ps, kill, top, df, free, nice Commands & Process Scheduling


What is a process?

An instance of a program is called a Process. In simple terms, any command that you give to your Linux machine starts a new process.

process

It's possible to have multiple processes for the same program.

Types of Processes:

  • Foreground Processes: They run on the screen and need input from the user. For example: Office Programs
  • Background Processes: They run in the background and usually do not need user input. For example: Antivirus.

Running a foreground Process


To start a foreground process, we can either run it from the dash board or we can run it from the terminal.

When using the Terminal, we will have to wait, until the foreground process runs. 

data:image/png;base64,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

Running a Background process 

If we start a foreground program/process from the terminal, then we cannot work on the terminal, till the program is up and running.

Certain, data intensive tasks take lots of processing power and may even take hours to complete. we do not want our terminal to be held up for such a long time.

To avoid such a situation, we can run the program and send it to the background so that terminal remains available to us.

Running+a+Background+process+bg 


Fg

You can use the command "fg" to continue a program which was stopped and bring it to the foreground.

The simple syntax for this utility is: 

fg



Example

1.     Launch â€™banshee' music player
2.     Stop it with the 'ctrl +z' command
3.    Continue it with the 'fg' utility.
 

fg+%25282%2529 
  

Top 

This utility tells the user about all the running processes on the Linux machine.


top+%25282%2529 

Press 'q' on the keyboard to move out of the process display.

The terminology follows:


Field
Description
Example 1
Example 2
PID
The process ID of each task
1525
961
User
The username of task owner
Home
Root
PR
Priority Can be 20(highest) or -20(lowest)
20
20
NI
The nice value of a task
0
0
VIRT
Virtual memory used (kb)
1775
75972
RES
Physical memory used (kb)
100
51
SHR
Shared memory used (kb)
28
7952
S
Status
There are five types:
          'D' = uninterruptible sleep
          'R' = running
          'S' = sleeping
          'T' = traced or stopped
          'Z' = zombie
S
R
%CPU
% of CPU time
1.7
1.0
%MEM
Physical memory used
10
5.1
TIME+
Total CPU time
5:05.34
2:23.42
Command
Command name
Photoshop.exe
Xorg

PS


This command stands for 'Process Status'.  It is similar to the "Task Manager" that pop-ups in a Windows Machine when we use Cntrl+Alt+Del . This command is similar to 'top' command but the information displayed is different.

To check all the processes running under a user, use the command - ps ux
To check the process status of a single process, use the syntax - ps PID 


Kill 

This command terminates a running processes on a Linux machine.

In order to use this utility we need to know the PID (process id) of the process we want to kill

Syntax -

kill PID

To find the PID of a process simply type

pidof  Processname

kill+%25282%2529 


How to Change Process Priority

Every running process in Linux has a priority assigned to it.

Linux can run a lot of processes at a time, which can slow down the speed of some high priority processes and result in poor performance.

To avoid this, we can change the process priority using nice and renice utility. This priority is called Niceness in Linux. Nice command will launch a process with a user defined scheduling priority. Renice command will modify the scheduling priority of a running process. It has a value between -20 to 19. The lower the Niceness index the higher would be priority given to that task.

A nice value of -20 represents highest priority, and a nice value of 19 represent least priority for a process.

The default value of all the processes is 0.

To start a process with a niceness value other than the default value use the following syntax

nice -n 'Nice value' process name

data:image/png;base64,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 


If there is some process already running on the system, then you can 'Renice' its value using syntax. 

renice 'nice value' -p 'PID' 

To change Niceness we can use the 'top' command to determine the PID (process id) and its Nice value.  Later use the renice command to change the value.

Let us understand this by an example.

data:image/png;base64,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 



DF


This utility reports the free disk space(Hard Disk) on all the file systems.

If you want the above information in a readable format , then use the command 

'df -h'



Free

This command shows the free and used memory (RAM) on the Linux system.

we can use the arguments

free -m to display output in MB

free -g to display output in GB



Scheduling processes



If we want to schedule some programs to run at later time or at a particular time, then we use some scheduling commands.

There are two main tools used to perform scheduled tasks, at and cron. There is an another tool named anacron if our computer does not run continuously, as cron will only work if computer is left on (anacron can catch up with the scheduled tasks the next time the computer is on...). 


at command 

'at' executes a command once on a particular day, at a particular time. at will add a particular command to be executed. 

1. Schedule first job using at command

The at command schedules a command to be run once at a particular time that we normally have permission to run. The at command can be anything from a simple reminder message, to a complex script. We can start by typing ‘at’ command at the command line, passing it the scheduled time as the option. It then places us at a special prompt, where we can type in the command (or series of commands) to be run at the scheduled time. When all done, press Control-D on a new line, and our command will be placed in the queue.

A typical at command sequence looks like this:


at 9:30 PM Tue

warning: commands will be executed using /bin/sh

at> echo "Well gosh golly, it's 9:30 PM on Tuesday."

at> ^D

job 1 at Tue Sep 04 09:30:00 2017

When we ran the command, the first thing at did was give us a "warning" telling us what command shell our commands will be run with: in this case, /bin/sh, the Bourne Shell. This shell is the traditional standard Unix shell.

It then places us at the at> prompt. Here we type in a simple echocommand, which echoes a string of text. We press enter, and we're placed at a new at> prompt. We then press Control-D, telling at we're all done with our commands. It then tells us that our job is job number 1 and that it will run next Tuesday.


2. List the scheduled jobs using atq

When we list jobs by root account using atq , it shows all users jobs in result. But if we execute it from non root account, it will show only that users jobs.

# atq

1       2017-09-04 09:30 a root
5       2017-09-04 10:00 a rahul
3       2017-09-04 12:00 a root

Fields description:
First filed: job id
Second filed: Job execution date
third filed: Job execution time
Last field: User name, under which job is scheduled.


3. Remove scheduled job using atrm

You can remove any at job using atrm with their job id.
 
# atrm 3

# atq

1       2017-09-04 09:30 a root

5       2017-09-04 10:00 a Rahul  


4. Check the content of scheduled at job

atq command only shows the list of jobs but if you want to check what script/commands are scheduled with that task, below example will help you.

# at -c 5

cron

cron can be used to schedule a particular function to occur every minute, hour, day, week, or month.

It's normal to use the crontab to perform the editing functions as this automates the process for the cron daemon and makes it easier for normal users to use cron.


Anacron 

anacron is another tool designed for systems which are not always on, such as home computers.

While cron will not run if the computer is off, anacron will simply run the command when the computer is next on (it catches up with things).


Crontab

Crontab is the program used to install, deinstall or list the tables used to drive the cron daemon for running commands on a repeating schedule.

crontab [-u user] [file]

crontab [-u user] -l | -r [-i] | -e

-u user           Specify which user’s schedule to adjust (only for root). The default is for your own account. 

-l          List the currently scheduled commands

-r         Remove the currently scheduled commands

-I         Prompt the user to confirm removal of the scheduled commands

-e        Edit the list of scheduled commands
  

Batch command 

The batch command is used to schedule a one-time task to be executed when the systems load average drops below 0.8.

After typing the batch command, the at> prompt is displayed. Type the command to execute, press [Enter], and type Ctrl-D. More than one command can be specified by typing each command followed by the [Enter] key. After typing all the commands, press[Enter] to go to a blank line and type Ctrl-D. As soon as the load average is below 0.8, the set of commands or script is executed.

If the set of commands or script tries to display information to standard out, the output is emailed to the user. 

Linux sleep command 

The sleep command is used to delay for a specified amount of time defined by NUMBER.

sleep NUMBER[SUFFIX]

Where SUFFIX may be:

1.    s for seconds (the default)
2.    m for minutes.
3.    h for hours.
4.    d for days.

Examples

To sleep for 5 seconds, use:

sleep 5

To sleep for 2 minutes, use:

sleep 2m

To sleep for 3 hours, use:

sleep 3h

To sleep for 5 days, use:

sleep 5d

To sleep for 1.5 seconds:

sleep 1.5

To sleep for .5 seconds:

sleep .5




next1previous1

No comments:

Post a Comment

Post Bottom Ad