Python Pandas – Reading text files got a lot better.

Problem Statement – Have a list of VMWare Instances and wanted to quickly iterate and see what VMs are powered on, this has nothing to do with Vmware or ESXI, look at the below image, programmatically I want to pick two specific rows and perform dictionary operations on them.

Git – https://github.com/yukthr/auts/blob/master/random_programs/pandas_vmware_esxi.py

for someone like me who is partly into programming and mostly into networking, anything effective is easy, I could have gone with the other way of doing this but  since Pandas are effective i would text parsing with them.

 

I only want two sections which are of interest to me, in a normal way maybe I should have pasted this in excel and Do a text to the column and do a manual data extraction, but wanted to do it with Pandas and they are powerful.

First things first

  • Read with Pandas
  • Read the text
  • If possible convert into CSV (as I have some experience with csv file operations)
  • Then split the Columns and make the dictionary for further use

 

 

Let’s see how this proceeds

Pandas make it so powerful to just pick Columns out of the fly, in this case, I wanted Continue reading

Pratt & Whitney Launches HPC to The Cloud To Push Jet Engine Design

HPC and the cloud have an uneasy, lukewarm relationship. Some corporations running HPC environments take the view that they have the infrastructure and software capabilities they need to run their own often massive workloads and taking on the networking costs, security concerns and management hassles of running applications and keep data in the cloud doesn’t make sense to them. …

Pratt & Whitney Launches HPC to The Cloud To Push Jet Engine Design was written by Jeffrey Burt at .

BiB 060: Focus On Your Data & Not Where It’s Stored With HammerSpace

The simplest way to describe HammerSpace is that they are an abstraction layer between data and metadata. David Flynn, CEO described it like this. “We have introduced an abstraction which separates the data consumer side and the storage infrastructure side. And that’s really what’s necessary before we can manage data in the cloud.”

The post BiB 060: Focus On Your Data & Not Where It’s Stored With HammerSpace appeared first on Packet Pushers.

Data centers are set to grow and become more complex, survey finds

Companies will invest more in data centers in the coming years, but it won’t necessarily be around compute. That's according to a new survey by AFCOM, the data center and IT management education company.This is AFCOM’s first study on the subject in two years, and it found that ownership, renovations, and building of new data centers were on the increase. It found 58 percent of survey respondents currently own between two and nine data centers and that on average, 5.3 data centers will be renovated per organization. That number increases to 7.8 data centers over the course of 12 months.Once again, we see the notion of people shutting down their data centers and moving everything to the cloud is evaporating.To read this article in full, please click here

Data centers are set to grow and become more complex, survey finds

Companies will invest more in data centers in the coming years, but it won’t necessarily be around compute. That's according to a new survey by AFCOM, the data center and IT management education company.This is AFCOM’s first study on the subject in two years, and it found that ownership, renovations, and building of new data centers were on the increase. It found 58 percent of survey respondents currently own between two and nine data centers and that on average, 5.3 data centers will be renovated per organization. That number increases to 7.8 data centers over the course of 12 months.Once again, we see the notion of people shutting down their data centers and moving everything to the cloud is evaporating.To read this article in full, please click here

BrandPost: Discover a New Way to Save: Green Aps

Patrick LaPorteBlog Contributor Full bio Over the last decade, mobile has fueled unprecedented innovation. The economy is booming, and productivity has reached new heights. But the reality is that technology we use every day – mobile devices and applications included – consume an organization’s finite resources. With technology fueling customer experience and employee productivity across offices, schools and stores, organizations are always looking for ways to conserve energy and reduce costs.To read this article in full, please click here

2018 Survey on Policy in Asia-Pacific: We Need to Do Something About IoT Security

Earlier this year, we asked Internet users across Asia-Pacific just how secure they thought their smart gadgets were. The findings, gathered from 950 respondents in 22 economies, yielded some interesting insights. Over half of those polled lack confidence that IoT devices are sufficiently secure. A similar percentage feel that they do not have enough information on the security of their device.

As connected devices move into our personal spaces – homes, offices and our bodies – amassing more and more data about us and our activities at a dizzying pace, our report, published last week, highlights how much work still needs to be done to build trust in the Internet of Things (IoT) ecosystem.

Asia-Pacific is undoubtedly a major area of growth for the IoT industry, with countries like China and India rapidly becoming some of the biggest markets for consumer IoT devices. We are also a formidable producer, with established brands like Xiaomi and Samsung churning out wearables, smart appliances, and virtual assistants, and numerous startups joining the fray.

Indeed, the report found that a substantial number of respondents already own IoT devices, with a further 73% planning to purchase an IoT device in the next 12 months. Continue reading

Full Stack Journey 027: Understanding Infrastructure As Code And Terraform With Curt Micol

Infrastructure as code treats your infrastructure like software objects. Terraform is a tool that applies this concept to automating the configuration of large-scale systems. On today's Full Stack Journey, guest Curt Micol shares his insights on the benefits of infrastructure as code and explores the notion of "defensive Terraform."

The post Full Stack Journey 027: Understanding Infrastructure As Code And Terraform With Curt Micol appeared first on Packet Pushers.

Future Thinking: Payal Malik of the Competition Commission of India

Last year, the Internet Society unveiled the 2017 Global Internet Report: Paths to Our Digital Future. The interactive report identifies the drivers affecting tomorrow’s Internet and their impact on Media & Society, Digital Divides, and Personal Rights & Freedoms. We interviewed Payal Malik to hear her perspective on the forces shaping the Internet’s future.

Payal Malik is the Economics Adviser and Head of the Economics Division (Chief Economist) at the Competition Commission of India. She is on secondment from the University of Delhi, where she is an associate professor of Economics. Her areas of expertise are competition law, policy and regulation. She has many years of economic consulting experience in network industries such as power and telecommunication, information and communication technologies (ICTs), innovation systems, and infrastructure. She was previously a senior research fellow at LIRNEasia and a senior consultant at the Center for Infrastructure and Regulation, National Council of Applied Economic Research (NCAER), India. At NCAER she was a lead researcher on various infrastructure development projects, including telecoms, electricity, highways, and water and sanitation. She was also on the team that drafted the Electricity Act of India, ushering competition into the sector.

The Internet Society: This year we’re focusing our annual Continue reading

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