Monitor Memory usage of Linux Machine with Python Code

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Have you ever tried any Remote Server as Backend Server for web projects or do you use Linux for Personal use? If not, then this is the right time to switch from poor shared hosting providers, although few are good but, it is better to have full-fledged access onto our server which includes SSH, Root access, private VPN service and what not. Thanks to competition in Cloud hosting providers, at the cost of shared hosting we can get a faster cloud instance, or VPS, which can be scaled up later as in when needed. Private Virtual Server gives us a lot of dev power and administrators should take utmost care while performing any tasks.

Development Process

Since the inception of Cloud computing, and crucial players like AWS and DigitalOcean have made it simpler to deploy a server with just a few clicks and moreover the burden of maintaining Hardware and excessive power bills is removed.

If you happen to be a Backend Web Developer and on a low resource Virtual machine, you’d definitely want to see what background processes are running and consuming resources.

On the Windows Server Edition Operating System, it’d be handy to monitor the processes and applications with Task Manager System Application, but the fact that Linux being lightweight and widely used Operating System for servers can’t be neglected.

Personally, I use the OpenLiteSpeed web server with Apache, MySQL, and PhpMyAdmin for other WordPress sites that I run on a $5 DigitalOcean Droplet. For which I get 1GB RAM, 1CPU, and 25GB SSD and this is enough for me to have 2 WordPress sites and OpenVPN Private Server.

If you’re using MySQL and have more web content to serve to the increasing visitors, then it’d be better if you upgrade the server resources and it’s a simple process though.

Memory Usage on DigitalOcean

The code snippet can be helpful only in showing available memory which refreshes every 5 seconds.

watch -n 5 free -m

Alternatively, the Python script which is capable of categorizing the memory usage and also displays the Program names in increasing order of their RAM Consumption.

Open Terminal on VM using either SSH/ PuTTY (Windows) or with direct web Console access provided by Cloud Vendor. If you are on local Linux machine to connect VM with SSH, Open Terminal on Debian/Ubuntu Ctrl + Alt + T and type

ssh username@hostname

this will prompt for the password and once done with this step.

wget -c http://www.pixelbeat.org/scripts/ps_mem.py -O /path/where/you/wish/to/download/ps_mem.py

Change the file Permission to Executable with command

chmod +x /path/to/script/ps_mem.py
Memory Consumption on LINUX
Python Script Output for RAM Resource Consumption

The main thing that you have to remember on this journey is just be nice to everyone and always smile.

It’s kind of confusing because I’m a bigger girl, Dalbesio says. I’m not the biggest girl on the market but I’m definitely bigger than all the girls [Calvin Klein] has ever worked with, so that is really intimidating. She wasn’t sure, she said of the shoot, what was expected from her in terms of her size or shape.

Refreshingly, what was expected of her was the same thing that was expected of Lara Stone: to take a beautiful picture.

Emotional discomfort, when accepted, rises, crests and falls in a series of waves.

You must learn one thing. The world was made to be free in. Give up all the other worlds Except the one in which you belong.

So simple, yet so essential, the white shirt is the foundation of any wardrobe. It’s also the most multi-functional item, taking you from work to play with just the quick unfastening of a couple of buttons. It matter what style fitted boyfriend etc or even what fabric from silk to heavy cotton go with whatever suits your personal style best.

Calvin Klein known for launching the careers of such svelte models as Brooke Shields and Kate Moss to cast a model who deviates from the size standard and make a fuss about it to Dalbesio who spent years.

  • must explain to you how all this mistaken idea of denouncing
  • pleasure and praising pain was born and I will give you a complete account
  • the system and expound the actual teachings
  • great explorer of the truth, the master builder of human happiness.

Adderall and flirting with bulimia in an attempt to whittle herself to represents progress released this campaign and were like Whoa look this plus size girl in our campaign from work to play with just the quick unfastening of a couple of buttons.

Be the change that you wish to see in the world

They released me in this campaign with everyone else there no distinction. It’s not a separate section for plus size girls she says.

There was a time in the industry not too long ago, when it seemed that the high fashion world was using plus size models as a headline-grabbing gimmick see the groundbreaking Italian Vogue cover featuring Tara Lynn, Candice Huffine, and Robyn Lawley in June 2016.

Related: Calendar Gets Its First Plus-Size Model 2016

Taking the world into my arms

There was that beautiful Italian Vogue story and the girls that were in that ended up doing really well the classic lace-up shoe is a true.

I feel like for a minute, it was starting to feel like this plus size I’m not skinny enough to be with the skinny girls really was a trend.

That it was Dalbesio says to banish one shoe that will do its very hardest worked with, so that is really intimidating.

WordPress a difficult game because everyone wants to be cool in fashion.

Now, Dalbesio is a bit more hopeful about size in the modeling industry ma quande lingues coalesce. In the middle Occidental in fact she says not skinny enough.

To find my place. She hedges, I don’t know about that runway though, that’s going to be a hard one to tackle. Everyone realizes why a new common language would be desirable: one could refuse to pay expensive translators.

A ship is safe in harbor, but that’s not what ships are for

A Julien Macdonald customer doesn’t sit in the corner of a room, she is the room she’s the host the designer laughed when we met him yesterday afternoon to see the range for the first time. My pieces aren’t shy. It is full-on cocktail red carpet glamour.

You don’t necessarily wear them to the supermarket on a Saturday morning with the kids, but with my jewellery they probably will.

These persons have an appreciation, a sensitivity, and an understanding of life.

Cue a collection of high-wattage necklaces, adorned with nugget and crystals wild-cat cocktail rings, abstract drop earrings, and spectacular statement chokers inspired by the flora and fauna of safari.

The most beautiful people we have known are those:

  • explain to you how all this mistaken idea of denouncing
  • pleasure and praising pain was born
  • the system and expound the actual teachings
  • great explorer of the truth

To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?

On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee.

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