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Search - "parallel programming"
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I found this on Quora and It's awesome.
Have I have fallen in love with Python because she is beautiful?
Answer
Vaibhav Mallya, Proud Parseltongue. Passionate about the language, fairly experienced (since ...
Written Nov 23, 2010 · Upvoted by Timothy Johnson, PhD student, Computer Science
There's nothing wrong with falling in love with a programming language for her looks. I mean, let's face it - Python does have a rockin' body of modules, and a damn good set of utilities and interpreters on various platforms. Her whitespace-sensitive syntax is easy on the eyes, and it's a beautiful sight to wake up to in the morning after a long night of debugging. The way she sways those releases on a consistent cycle - she knows how to treat you right, you know?
But let's face it - a lot of other languages see the attention she's getting, and they get jealous. Really jealous. They try and make her feel bad by pointing out the GIL, and they try and convince her that she's not "good enough" for parallel programming or enterprise-level applications. They say that her lack of static typing gives her programmers headaches, and that as an interpreted language, she's not fast enough for performance-critical applications.
She hears what those other, older languages like Java and C++ say, and she thinks she's not stable or mature enough. She hears what those shallow, beauty-obsessed languages like Ruby say, and she thinks she's not pretty enough. But she's trying really hard, you know? She hits the gym every day, trying to come up with new and better ways of JIT'ing and optimizing. She's experimenting with new platforms and compilation techniques all the time. She wants you to love her more, because she cares.
But then you hear about how bad she feels, and how hard she's trying, and you just look into her eyes, sighing. You take Python out for a walk - holding her hand - and tell her that she's the most beautiful language in the world, but that's not the only reason you love her.
You tell her she was raised right - Guido gave her core functionality and a deep philosophy she's never forgotten. You tell her you appreciate her consistent releases and her detailed and descriptive documentation. You tell her that she has a great set of friends who are supportive and understanding - friends like Google, Quora, and Facebook. And finally, with tears in your eyes, you tell her that with her broad community support, ease of development, and well-supported frameworks, you know she's a language you want to be with for a long, long time.
After saying all this, you look around and notice that the two of you are alone. Letting go of Python's hand, you start to get down on one knee. Her eyes get wide as you try and say the words - but she just puts her finger on your lips and whispers, "Yes".
The moon is bright. You know things are going to be okay now.
https://quora.com/Have-I-have-falle...#4 -
Okay, story time.
Back during 2016, I decided to do a little experiment to test the viability of multithreading in a JavaScript server stack, and I'm not talking about the Node.js way of queuing I/O on background threads, or about WebWorkers that box and convert your arguments to JSON and back during a simple call across two JS contexts.
I'm talking about JavaScript code running concurrently on all cores. I'm talking about replacing the god-awful single-threaded event loop of ECMAScript – the biggest bottleneck in software history – with an honest-to-god, lock-free thread-pool scheduler that executes JS code in parallel, on all cores.
I'm talking about concurrent access to shared mutable state – a big, rightfully-hated mess when done badly – in JavaScript.
This rant is about the many mistakes I made at the time, specifically the biggest – but not the first – of which: publishing some preliminary results very early on.
Every time I showed my work to a JavaScript developer, I'd get negative feedback. Like, unjustified hatred and immediate denial, or outright rejection of the entire concept. Some were even adamantly trying to discourage me from this project.
So I posted a sarcastic question to the Software Engineering Stack Exchange, which was originally worded differently to reflect my frustration, but was later edited by mods to be more serious.
You can see the responses for yourself here: https://goo.gl/poHKpK
Most of the serious answers were along the lines of "multithreading is hard". The top voted response started with this statement: "1) Multithreading is extremely hard, and unfortunately the way you've presented this idea so far implies you're severely underestimating how hard it is."
While I'll admit that my presentation was initially lacking, I later made an entire page to explain the synchronisation mechanism in place, and you can read more about it here, if you're interested:
http://nexusjs.com/architecture/
But what really shocked me was that I had never understood the mindset that all the naysayers adopted until I read that response.
Because the bottom-line of that entire response is an argument: an argument against change.
The average JavaScript developer doesn't want a multithreaded server platform for JavaScript because it means a change of the status quo.
And this is exactly why I started this project. I wanted a highly performant JavaScript platform for servers that's more suitable for real-time applications like transcoding, video streaming, and machine learning.
Nexus does not and will not hold your hand. It will not repeat Node's mistakes and give you nice ways to shoot yourself in the foot later, like `process.on('uncaughtException', ...)` for a catch-all global error handling solution.
No, an uncaught exception will be dealt with like any other self-respecting language: by not ignoring the problem and pretending it doesn't exist. If you write bad code, your program will crash, and you can't rectify a bug in your code by ignoring its presence entirely and using duct tape to scrape something together.
Back on the topic of multithreading, though. Multithreading is known to be hard, that's true. But how do you deal with a difficult solution? You simplify it and break it down, not just disregard it completely; because multithreading has its great advantages, too.
Like, how about we talk performance?
How about distributed algorithms that don't waste 40% of their computing power on agent communication and pointless overhead (like the serialisation/deserialisation of messages across the execution boundary for every single call)?
How about vertical scaling without forking the entire address space (and thus multiplying your application's memory consumption by the number of cores you wish to use)?
How about utilising logical CPUs to the fullest extent, and allowing them to execute JavaScript? Something that isn't even possible with the current model implemented by Node?
Some will say that the performance gains aren't worth the risk. That the possibility of race conditions and deadlocks aren't worth it.
That's the point of cooperative multithreading. It is a way to smartly work around these issues.
If you use promises, they will execute in parallel, to the best of the scheduler's abilities, and if you chain them then they will run consecutively as planned according to their dependency graph.
If your code doesn't access global variables or shared closure variables, or your promises only deal with their provided inputs without side-effects, then no contention will *ever* occur.
If you only read and never modify globals, no contention will ever occur.
Are you seeing the same trend I'm seeing?
Good JavaScript programming practices miraculously coincide with the best practices of thread-safety.
When someone says we shouldn't use multithreading because it's hard, do you know what I like to say to that?
"To multithread, you need a pair."18 -
'Sup mates.
First rant...
So Here's a story of how I severely messed up my mental health trying to fit in university.
But the bonus: Found my passion.
Her we go,
Went to university thinking it'll be awesome to learn new stuff.
1st sem was pure shock - Programming was taught at the speed of V2 rockets.
Everything was centred around marks.
Wanted to get a good run in 2nd sem, started to learn Vector design, but RIP- Hospitalized for Staph infection, missed the whole sem and was in recovery for 3 months.
So asked uni for financial assistance as I had to re-register the courses the next semester. They flat out refused, not even in this serious of a case.
So, time to register courses for third semester, turns out most of the 2nd year courses are full, I had to take 3rd year courses like:
Social and Informational Networks
Human Computer Interaction
Image processing
And
Parallel and Distributed Computing (They had no prerequisites listed, for the cucks they are: BIG MISTAKE)
Turns out the first day of classes that I attend, the Image proc. teacher tells me that it's gonna be difficult for 2nd years so I drop it, as the PDC prof. also seconds that advice.
Time travel 2 months in: The PDC prof is a bitch, doesn't upload any notes at all and teaches like she's on Velocity-9 while treating this subject like a competition on who learns the most rather than helping everyone understand.
Doesn't let students talk to each other in lab even if one wants to clear their friend's doubt, "Do it on your own!" What the actual fuck?
Time for term end exams and project submission: Me and 3 seniors implement a Distributed File System in python and show it to her, she looks satisfied.
Project Results: Everyone else got 95/100
I got 76.
She's so prejudiced that she thinks that 2nd years must have been freeloaders while I put my ass on turbo for the whole sem, learning to code while tackling advanced concepts to the point that I hated to code.
I passed the course with a D grade.
People with zero consideration for others get absolutely zero respect from me.
Well it's safe to say that I went Nuclear(heh.. pun..) at this point, Mentally I was in such a bad place that I broke down.... Went into depression but didn't realise it.
But,
I met a senior in my HCI class that I did a project with, after which I discovered we had lots of similar interests.
We became good friends and started collaborating on design projects and video game prototyping.
Enter the 4th sem and holy mother of God did I got some bad bad profs....
Then it hit me
I have been here for two years, put myself through the meat grinder and tore my soul into shreds.
This Is Not Me
This Wont Be The End Of Me
I called up my sister in London and just vented all my emotions in front of her.
Relief.
Been a long time since I felt that.
I decided to go for what I truly feel passionate about: Game Design
So I am now trying to apply for Universities which have specialised courses for game design.
I've got my groove again, learnt to live again.
Learning C# now.
:)
It's been a long hello, and If you've reached till here somehow, then damn, you the MVP.
Peace.9 -
"In programming mutable state is evil. In future programming we need to avoid mutable state because we will throw cores at our code which will work on it in parallel."
debate.init();21 -
How I met python
[long read but worth]
There's nothing wrong with falling in love with a programming language for her looks. I mean, let's face it - Python does have a rockin' body of modules, and a damn good set of utilities and interpreters on various platforms. Her whitespace-sensitive syntax is easy on the eyes, and it's a beautiful sight to wake up to in the morning after a long night of debugging. The way she sways those releases on a consistent cycle - she knows how to treat you right, you know?
But let's face it - a lot of other languages see the attention she's getting, and they get jealous. Really jealous. They try and make her feel bad by pointing out the GIL, and they try and convince her that she's not "good enough" for parallel programming or enterprise-level applications. They say that her lack of static typing gives her programmers headaches, and that as an interpreted language, she's not fast enough for performance-critical applications.
She hears what those other, older languages like Java and C++ say, and she thinks she's not stable or mature enough. She hears what those shallow, beauty-obsessed languages like Ruby say, and she thinks she's not pretty enough. But she's trying really hard, you know? She hits the gym every day, trying to come up with new and better ways of JIT'ing and optimizing. She's experimenting with new platforms and compilation techniques all the time. She wants you to love her more, because she cares.
But then you hear about how bad she feels, and how hard she's trying, and you just look into her eyes, sighing. You take Python out for a walk - holding her hand - and tell her that she's the most beautiful language in the world, but that's not the only reason you love her.
You tell her she was raised right - Guido gave her core functionality and a deep philosophy she's never forgotten. You tell her you appreciate her consistent releases and her detailed and descriptive documentation. You tell her that she has a great set of friends who are supportive and understanding - friends like Google, Quora, and Facebook. And finally, with tears in your eyes, you tell her that with her broad community support, ease of development, and well-supported frameworks, you know she's a language you want to be with for a long, long time.
After saying all this, you look around and notice that the two of you are alone. Letting go of Python's hand, you start to get down on one knee. Her eyes get wide as you try and say the words - but she just puts her finger on your lips and whispers, "Yes".
The moon is bright. You know things are going to be okay now.10 -
Another case of "devs too stupid to poop" TM.
We had a funny discussion today.
Topic came up that a project using Lucene was incredibly slow.
Then came the yadda yadda of Java bad, Java sucks, Java bla Java blub in the gossip mill.
Both things irritated me, last thing was just the usual "I want to use new stuff cause I wanna be a cool jackass" trouble.
So. Today meeting. We did quick analysis by pair programming.
If I tell you that a whole team managed to review an PR, give it green light...
Despite the PR using the thread safe Lucene IndexWriter in a non-parallel fashion for large bulk inserts?
The whole problem screamed parallelization.
Yeah. If you ignore that scream and implement it in a sequential fashion, it is slow.
Congrats Jimmy, your retard level is off the charts. -
.Net is masterrace.
C# gives me frequent orgasms.
Use SQL Server for DB, add to that parallel querying and NoSQL capabilities.
Incredible development speed with EF
Incredebly powerful web framework...check
AI and neural networks...check
App Development...Xeck
If you want to do some of that functional programming F# is the language for you.
And the best thing: .Net core runs on Linux too10 -
First year: intro to programming, basic data structures and algos, parallel programming, databases and a project to finish it. Homework should be kept track of via some version control. Should also be some calculus and linear algebra.
Second year:
Introduce more complex subjects such as programming paradigms, compilers and language theory, low level programming + logic design + basic processor design, logic for system verification, statistics and graph theory. Should also be a project with a company.
Year three:
Advanced algos, datastructures and algorithm analysis. Intro to Computer and data security. Optional courses in graphics programming, machine learning, compilers and automata, embedded systems etc. ends with a big project that goes in depth into a CS subject, not a regular software project in java basically.4 -
Half a year ago, I got fired in my job. The reason was the same always bullshit; we have very little clients, economy nowadays is terribly bad, our priorities are different now than when we hired you, etc.
The last week I spent there, I heard something about my poor performance and programming skills, and that pissed me off a lot. For six months I worked on a laravel web app for managing customers, tasks and invoices, a fucking CRM, but made specifically for that company just because they didn't know sugar, odoo, prime or whatever.
Parallel to the crappy CRM, I was told to patch some PrestaShop, WordPress and plain sites, and it was hard to communicate with customers, management ignored every email I sent, and all I was told to do was "do as they say".
The result was shit, obviously, and my work showed much less skill, knowledge and expertise than I really have.
After that, I spent a few months unemployed, studying and working as a waiter just to survive, because my contract didn't comply with unemployment office requirements for a pay.
Then I got this job, on an analytics company where guess what, I'm told to write a fucking laravel web app for managing customers, invoices and tasks. In the meantime, I design websites, and communication with customers is shit, and management ignores every single mail I send.
My salary is eight hundred putos euros again, and will contract is wet shit.
I know, maybe I am "not that good" to earn a 3000€+ salary and have a good team support.
But I'm not */that/* bad.5 -
I think I've been doing too much Android programming in the last three days.
Had a lucid dream last night where I couldn't wake up until I figured out how to set up an inter-thread latch that would allow me to process through a shit ton of data points in parallel without duplication or skipping errors in the most efficient manner (effectively no blocking). We're talking several hundred lines of code. Slept 14 hours last night, I heard my alarm but didn't wake up. When I finally got up, I did what I did in my dream and it worked better than the existing code.
Turns out my brain is great at Java evaluation now, I guess.4 -
Thought experiment time:
Imagine that this whole universe is a simulation created by a Group Of Developers (GOD).
- Who would make up this group?
- What kind of design patterns would they follow?
- What type of programming language would they use?
- What kind of bugs are there if any?
- How do they test?
- Assuming the use of quantum computing, what are the implications? Parallel simulations? All possibilities play out?
- Would the controller input be life?
- Who is AI and who are players?
- Has all time already been rendered?
- Do we respawn?
- What would the leaderboard look like?
- What kind of stats are tracked
- What are dreams, nightmares, lucid dreams, sleep paralysis, birth and death?
- How is memory stored, accessed and pruned?
- What kind of neural net is used and where?
etc etc, if you can think of any other interesting fire away8 -
Did I get old or did I just finish plucking all the low hanging fruit?
When I started on a programming journey about a decade ago everything feel exciting and I learn a lot of things per day (variable,loop,method,class,---etc)
Now a decade later I am more concern with the overall system design,algorithms usage (Big O Notation),how reliable the system it,and how the configurations are set up and how easy is it to change them.
I now notice that I don't really learn anything learn new.Everything feel the same.
Want redundancy? Use more server
Want faster performance? Make a parallel system.
Want program to run on low end device? Think about how memory and storage will be used in system.
Is this a stage everyone went through like puberty? or I am just having a mid life crisis?
PS : I haven't even reach 30 yet but I feel too old.4 -
Hello everyone !
I am a self taught programmer. Currently in last semester in electronics engineering. I want to become a software developer but can't decide the right career path for me to take. I like back end, Android, Data structures and algorithm, Parallel programming, Machine learning and computer vision, and even security. I am afraid I will remain the jack off all trades and won't be the master of any. This way I won't be doing any good in my career. Any advice as what to do ?7 -
Spends 9 months on the side developing a library for analysis of a specific programming language. No help, entirely my own work. There's various tools built upon this library. Incorporates project management, an effective build system capable of parallel and distributed builds, a packaging system...
Beta release the library. Wait four months. Ask the community for who's been using it so I can get feedback and other comments. Majority of the comments follow a specific pattern.
"You don't support X, how dare you!?"
One, this is free software, pay me if you want specific things.
Two, I'm the only developer of a project usually undertaken by a small team.
Three, yes it does you fucking invalid... Every fucking time someone claims it doesn't support some feature, it's something I've already written and validated. I swear to fucking God users can't find something themselves and instead of checking the Wiki or asking for help, they blindly assume they can't make mistakes and it must be my defect.1 -
My Grandma had an old PC in my childhood. That laid the stone. Then I took a "PC Basics" course in my hometown in 4th-grade, which covered Building a PC, programming it with the weird Turtle stuff and Lego Mindstorms.
Learned HTML in 4th grade. Tried C++ in 5th. Took a while to get serious, 10th grade Java gave the last kick. Studying CS now at the TUM and working as a Web Designer in parallel. -
Well..
It's gonna be fun but when I was 13yo I learned programming just to control my bedroom lights with my computer, and I achieved it, using python and the parallel port (printer)
Then I realized that I was too simple a finished doing some music controlled lights 😂😂 -
So fun fact about message-passing plugin APIs, everything becomes a parallel programming problem. My lexer (the part of an interpreter that recognizes fundamental syntax elements) spawns a callback thread with request and reply channels, and then messages a plugin which is able to either talk to the callback thread or message the original thread with a successfully parsed token or an abort.
It has just occurred to me that plugins are under no obligation to sequence their requests to the callback thread, which means that having one channel for requests and one for responses no longer suffices; the requests need to each contain their response channel. -
A very long rant.. but I'm looking to share some experiences, maybe a different perspective.. huge changes at the company.
So my company is starting our microservices journey (we have a 359 retail websites at this moment)
First question was: What to build first?
The first thing we had to do was to decide what we wanted to build as our first microservice. We went looking for a microservice that can be used read only, consumers could easily implement without overhauling production software and is isolated from other processes.
We’ve ended up with building a catalog service as our first microservice. That catalog service provides consumers of the microservice information of our catalog and its most essential information about items in the catalog.
By starting with building the catalog service the team could focus on building the microservice without any time pressure. The initial functionalities of the catalog service were being created to replace existing functionality which were working fine.
Because we choose such an isolated functionality we were able to introduce the new catalog service into production step by step. Instead of replacing the search functionality of the webshops using a big-bang approach, we choose A/B split testing to measure our changes and gradually increase the load of the microservice.
Next step: Choosing a datastore
The search engine that was in production when we started this project was making user of Solr. Due to the use of Lucene it was performing very well as a search engine, but from engineering perspective it lacked some functionalities. It came short if you wanted to run it in a cluster environment, configuring it was hard and not user friendly and last but not least, development of Solr seemed to be grinded to a halt.
Elasticsearch started entering the scene as a competitor for Solr and brought interesting features. Still using Lucene, which we were happy with, it was build with clustering in mind and being provided out of the box. Managing Elasticsearch was easy since there are REST APIs for configuration and as a fallback there are YAML configurations available.
We decided to use Elasticsearch since it provides us the strengths and capabilities of Lucene with the added joy of easy configuration, clustering and a lively community driving the project.
Even bigger challenge? Which programming language will we use
The team responsible for developing this first microservice consists out of a group web developers. So when looking for a programming language for the microservice, we went searching for a language close to their hearts and expertise. At that time a typical web developer at least had knowledge of PHP and Javascript.
What we’ve noticed during researching various languages is that almost all actions done by the catalog service will boil down to the following paradigm:
- Execute a HTTP call to fetch some JSON
- Transform JSON to a desired output
- Respond with the transformed JSON
Actions that easily can be done in a parallel and asynchronous manner and mainly consists out of transforming JSON from the source to a desired output. The programming language used for the catalog service should hold strong qualifications for those kind of actions.
Another thing to notice is that some functionalities that will be built using the catalog service will result into a high level of concurrent requests. For example the type-ahead functionality will trigger several requests to the catalog service per usage of a user.
To us, PHP and .NET at that time weren’t sufficient enough to us for building the catalog service based on the requirements we’ve set. Eventually we’ve decided to use Node.js which is better suited for the things we are looking for as described earlier. Node.js provides a non-blocking I/O model and being event driven helps us developing a high performance microservice.
The leap to start programming Node.js is relatively small since it basically is Javascript. A language that is familiar for the developers around that time. While Node.js is displaying some new concepts it is relatively easy for a developer to start using it.
The beauty of microservices and the isolation it provides, is that you can choose the best tool for that particular microservice. Not all microservices will be developed using Node.js and Elasticsearch. All kinds of combinations might arise and this is what makes the microservices architecture so flexible.
Even when Node.js or Elasticsearch turns out to be a bad choice for the catalog service it is relatively easy to switch that choice for magic ‘X’ or component ‘Z’. By focussing on creating a solid API the components that are driving that API don’t matter that much. It should do what you ask of it and when it is lacking you just replace it.
Many more headaches to come later this year ;)3 -
My Parallel Programming teacher had a new job at a different school, and ours was year round so the schedule didn't line up, so he just left half way through the semester. He was the only teacher who knew the stuff.
An adjunct teacher came in, which of course got us nowhere. I don't blame the teacher for leaving though, the school sucked. -
Just wondering. Is it possible to code a program in Whitespace mixing tabs and spaces in another Python program? Could this be called parallel programming by any chance?4
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Started out with C++ when I was 17. Being passionate about programming, loved to learn and explore more of the coding and programming world.
Reached out to the books for different languages such as Java, Python, PHP, etc.
Enjoyed learning anything that I came across.
My initial stages as a programmer, relied on books and video tutorials.
Now, relying upon documentation and other people's source code examples.
You know you can call yourself a developer, when you know how to use a particular language to develop applications that solve real world problems and perform tasks.
Now whenever I start out on a new language, I begin straight away with frameworks, hoping that I can grasp the syntax in parallel. -
If anyone is good with dart (or) other single threaded programming languages, i have this small doubt about the inner workings of the event loop and such and i would like an explanation if possible.
If you're too lazy to goto the link:
1. I have a future returned from a http request.
2. a future.then is declared that prints the http result.
3. A separate while(true) loop is declared that runs forever that just prints natural numbers.
4. the while loop also has an await future.delay that waits for 1ms before continuing with the next iteration
My question :
1. There's only one thread so how does the http download code run WHILE my main loop is still executing.
2. my future.then event is not processed unless i await a future.delay separately for 1ms. returning control to the event loop ? i don't get it how does adding an event help it process a prior event? It's FIFO ?
gist :https://gist.github.com/TheAnimatri...
discussion:
https://groups.google.com/a/...5 -
Been doing parallel programming and I’ll be taking a distributed systems course next semester. I’ve also been dabbling with Rasp Pis and have been enjoying working in linux/CLI and I’m considering getting building a cluster.
What are some use cases where I could put into practice distributed systems/parallel programming with cluster setups? No limits here :)2 -
Yeah so WordPress killed me 😅 I am still learning many things, and I was making a website for someone a year and a half ago. So it was my first full WordPress project, like from the beginning to the end, including theme and plugins. And it killed my love to programming for almost a year. I didn't finish, the job is abandoned, it was a pain in the ass, writing in PHP and especially integrating with WordPress was just too painful for me.
I came back to programming a few months ago, after a year-long break, decided to learn a new language, Go. I again enjoy writing code, but I think I am unable to touch PHP again.
Ah, and it all was parallel with when my psychic problems started. So it was even harder.1 -
any advice/suggestions to intensively brush up on modern C++ and multithreading for an interview that will likely be technical and cover bases like algorithms, data structures, etc?
I haven’t done c++ for awhile since a few courses in college - I did parallel programming and GPGPU on the side, but nothing on a professional level.
I’ve been mostly doing front web dev since I got out of school and C#, so I’ve been more on design/higher level of abstraction in dev and if I am asked things about pointers, memory allocations, etc I would probably draw a blank but I am motivated to no life it hard for the next week to catch up again.3 -
Hey devs, I could use some help! I need to come up with something cool to parallelize for a course I'm taking and I'm all out of ideas. Should be about 3-4 days of development. Any ideas?3