#OCaml Assignment Help
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OCaml Discussion5-Data Types and Higher Order Functions Solved
OCaml Discussion5-Data Types and Higher Order Functions Solved
## Introduction This exercise consists of a few short functions to help you familiarize yourself with OCaml. You can review the content of the discussion in [notes.rb](notes.rb), which includes the topics and examples from the discussion video. ### Testing & Submitting You will submit this project to [Gradescope](https://www.gradescope.com/courses/171498/assignments/718825). You may only submit…

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1SSH over USB using usbmuxd
1.1Using binary
SSH over USB using usbmuxd
You can either download a binary and run that or use a python script. The python script is a lot slower than the binary version. On Linux the python method is mostly deprecated, use the binary version provided by libimobiledevice. There is also a newer solution called gandalf.
Using binary
On Windows, ensure iTunes is installed, then download itunnel_mux_rev71.zip from Google Code. Unzip to a directory of choice.
On OS X and Linux, install usbmuxd from your package manager.
Then:
X-Proxy 6.2.0.4 add to watchlist send us an update. 4 screenshots: runs on: Windows 10 32/64 bit Windows 8 32/64 bit Windows 7 32/64 bit.
Windows: Run path/to/itunnel_mux.exe --iport 22 --lport 2222
OS X/Linux: iproxy 2222 22
Connect to localhost -p 2222 as you would over wifi.
If you have multiple devices connected, it may be useful to run multiple instances, specifying UDIDs and ports like so:
Making iproxy run automatically in the background on OS X
Install it with Homebrew (brew install libimobiledevice).
Create the file ~/Library/LaunchAgents/com.usbmux.iproxy.plist with the contents:
Run launchctl load ~/Library/LaunchAgents/com.usbmux.iproxy.plist.
You now don't have to run the iproxy binary every time you want to SSH over USB as the iproxy software is always running in the background.
If you have several devices you can create a daemon with a specific port for each one.
Create a file in ~/Library/LaunchAgents/ but name it using the device UDID, name or an identifier of your choice (like com.usbmux.iproxy.iPhone7,2.plist).
Replace UDID_HERE in the following snippet with the device UDID. The label should be unique and is best to match the filename you used.
Run launchctl load ~/Library/LaunchAgents/FILE_NAME_OF_YOUR_CHOICE.
You now don't have to run the iproxy binary every time you want to SSH over USB as the iproxy software is always running in the background.
Using python
Tested on OS X and Windows.
You will need to have Python installed on your system.
Get usbmuxd source package and unpack. (Or if the linked usbmuxd package doesn't work, try libusbmuxd.)
Go into folder python-client
chmod +x tcprelay.py
Run ./tcprelay.py -t 22:2222
Now you can log into your device via ssh mobile@localhost -p 2222
The -t switch tells tcprelay to run threaded and allow more than one ssh over the same port.
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See ./tcprelay.py --help for further options.
Using gandalf
Tested on OS X and Linux, each with up to 29 devices connected at the same time. The advantage of using gandalf is that it is written in a functional programming language, which practically means that it won't give you seg faults and it is actively maintained https://github.com/onlinemediagroup/ocaml-usbmux
Installation
You need to have opam installed, it is OCaml's package manager.
On OS X you can do:
(If on Linux, then get opam via your package manager, details available https://opam.ocaml.org/doc/Install.html, Ubuntu users please pay attention, need to use a ppa for opam). It is important that your compiler is up to date, you cancheck with opam switch, make sure its at least >= 4.02.0
then
This will install the command line tool gandalf and an OCamllibrary.
gandalf usage.
The following are a series of usages of gandalf, all short formarguments have long-forms as well and -v can be added at any time.
1) See with realtime updates what devices are connected
This will start up gandalf in listen mode, that is it will printout whenever a device connects or disconnects and more crucially it will print out the UDID of each device.
2) Start with a mapping file which is of the form
So an example mapping file would be:
and the gandalf invocation is:
2.1) You can also daemonize gandalf with the -d flag. *NOTE*: You might need to end up doing that under sudo as gandalf needs tomake a pid file under /var/run.
3) To see a pretty JSON representation of devices and their ports that are currently connected, do:
4) To reload gandalf with a new set of mappings, do:
This will cancel all running threads and reload from the originalmappings file, so make your changes there.
5) To cleanly exit gandalf, do: *NOTE* This might require super user permissions.
Check out the man page, accessible with:
or
Simple invocation:
Important Notes and Catches
1) If you are running this on Linux, then you might get issues withusbmuxd having issues when more than around 7 devices are pluggedin. This is because multiple threads are trying to call variouslibxml2 freeing functions. I have a forked version of libplistthat usbmuxd uses, sans the memory freeing calls. Its availablehere. Compile and install that, then compile and install usbmuxdfrom source. This will leak memory but its not that much at all andI believe it to be a fixed amount.
2) Another issue you might have is USB3.0. The Linux kernel might crapout on you after 13 devices. This is a combination of the kernelnot giving enough resources and the host controller on yourmotherboard being crappy. The solution to this problem is todisable USB3.0 in your BIOS. To verify that USB3.0 isn't workingcheck with lsusb
SSH over USB using the iFunBox GUI (Windows only)
This feature only exists in the Windows build of iFunBox.
Get the latest Windows build of iFunBox and install it.
Click on 'Quick Toolbox,' then 'USB Tunnel.'
Assign ports as you see fit.
SSH over USB using iPhoneTunnel Menu Bar Application (macOS only)
Turn Tunnel On
Tools -> SSH
Theos usage
Export the following variables in your shell in order to deploy builds to the connected device:
export THEOS_DEVICE_IP=localhost
export THEOS_DEVICE_PORT=2222
SSH without password
Run the following commands one time and you will not be asked to type your password again.
You must create an SSH key with ssh-keygen if you have not created one. A passphrase isn’t required but still recommended. You can use ssh-agentas described here to keep the passphrase in memory and not be prompted for it constantly.
Then run the following command:ssh-copy-id root@DEVICE_IP
On OS X, ssh-copy-id will need to be installed with brew install ssh-copy-id.
Retrieved from 'https://iphonedevwiki.net/index.php?title=SSH_Over_USB&oldid=5201'

Q: What is checkra1n? A: checkra1n is a community project to provide a high-quality semi-tethered jailbreak to all, based on the ‘checkm8’ bootrom exploit.
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Q: How does it work? A: Magic hax.
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Q: Why was the beta release delayed? A: We didn't want the release quality to end up like iOS 13.2, you deserve better.
Q: wen eta? A: bruh we're past that.
Q: How do I use it? A: Open the checkra1n app, and follow the instructions to put your device into DFU mode. Hax happens auto-magically from that point and the device will boot into jailbroken mode. If you reboot the device without checkra1n, it will revert to stock iOS, and you will not be able to use any 3rd party software installed until you enter DFU and checkra1n the device again.
Q: Ugh, I don't like GUI? A: Ok, you can use './checkra1n.app/Contents/MacOS/checkra1n -c' from the console, or download a Linux CLI build.
Q: Is it safe to jailbreak? Can it harm my device / wipe my data? A: We believe jailbreaking is safe and take precautions to avoid data loss. However, as with any software, bugs can happen and *no warranty is provided*. We do recommend you backup your device before running checkra1n.
Q: I have a problem or issue to report after jailbreaking. A: Many problems and bootloops can be caused by buggy or incompatible tweaks. Remember many tweaks never saw iOS 13 in the pre-checkra1n era. If you suspect a recently installed tweak, you may attempt to enter no-substrate mode by holding vol-up during boot (starting with Apple logo until boot completes). If the issue goes away, a bad tweak is very likely the culprit, and you should contact the tweak developers.
Q: I have a problem or issue to report and I don't think it's related to a bad tweak. A: Please check here and follow the bug report template.
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Q: I lost my passcode. Can checkra1n decrypt my data or get access to a locked device? A: No.
Q: Can I ssh into my device? A: Yes! An SSH server is deployed on port 44 on localhost only. You can expose it on your local machine using iproxy via USB.
Q: I love the project! Can I donate? A: Thanks, we love it too! The project does not currently take any donations. If anyone asks for donations, it's a scam.
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Q: Where are the sources? I want to write a dark-mode theme and publish the jailbreak as my own. A: checkra1n is released in binary form only at this stage. We plan to open-source later in 2020.
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Q: When is Windows support coming? A: We need to write a kernel driver to support Windows (which is a very complex piece of code!) which will take time. Rest assured however, we are working hard on it.
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The Evolution of JavaScript Tooling: A Modern Developer’s Guide
This article was created in partnership with Sencha. Thank you for supporting the partners who make SitePoint possible.
JavaScript application source code has traditionally been hard to understand, due to code being spread across JavaScript, HTML, and CSS files, as well as events and data flowing through a number of non intuitive paths. Like all software, the JavaScript development environment includes bundlers, package managers, version control systems, and test tools. Each of these requires some learning curve.
Inconsistencies and incompatibilities between browsers have historically required various tweaks and special cases to be sprinkled around the code, and very often fixing a bug in one browser breaks something on another browser. As a result, development teams struggle to create and maintain high quality, large-scale applications while the demand for what they do soars, especially at the enterprise-application level where business impact has replaced “How many lines of code have you laid down?”
To deal with this complexity, the open-source community as well as commercial companies have created various frameworks and libraries, but these frameworks and libraries have become ever more complicated as they add more and more features in an attempt to make it easier for the developer. Still, frameworks and libraries offer significant advantages to developers and can also organize and even reduce complexity.
This guide discusses some of the more popular frameworks and libraries that have been created to ease the burden of writing complex user interface (UI) code and how enterprise applications, especially data-intensive apps, can benefit from using these frameworks and UI components to deliver applications faster, with better quality, and yet stay within any development shop’s budget.
Complexity of Modern Web Development
Andrew S. Tanenbaum, the inventor of Minix (a precursor to Linux often used to bring up new computer chips and systems), once said1, “The nice thing about standards is that you have so many to choose from.” Browsers followed a number of standards, but not all of them, and many just went their own way.
That’s where the trouble started — the so-called “Browser Wars.” How each browser displayed the data from these websites could be quite different. Browser incompatibilities still exist today, and one could say they are a little worse because the Web has gone mobile.
Developing in today’s world means being as compatible as possible with as many of the popular web browsers as possible, including mobile and tablet.
What about mobile?
Learning Android Java (Android) can be difficult if the developer hasn’t been brought up with Java. For Apple iOS, Objective C is a mashup of the C programming language and Smalltalk, which is different but not entirely alien to C++ developers. (After all, object-oriented concepts are similar.) But given the coming of (Apple) Swift and a new paradigm, “protocol-oriented programming,” Objective C has a questionable future.
In contrast, the JavaScript world, through techniques such as React Native or Progressive Web Apps, allows for development of cross-platform apps that look like native apps and are performant. From a business perspective, an enterprise can gain a number of advantages by only using one tool set to build sophisticated web and mobile apps.
Constant change causes consternation
The JavaScript world is particularly rich in how much functionality and how many packages are available. The number is staggering. The number of key technologies that help developers create applications faster is also large, but the rate of change in this field causes what’s called “JavaScript churn,” or just churn. For example, when Angular moved from version 1 to 2 (and again from 3 to 4), the incompatibilities required serious porting time. Until we embrace emerging Web Components standards, not everything will interoperate with everything else.
One thing that can be said is that investing in old technologies not backed by standards can be career-limiting, thus the importance of ECMA and ECMAScript standards as well as adherence to more or less common design patterns (most programming is still, even to this day, maintenance of existing code rather than fresh new starts and architectures). Using commonly used design patterns like Model-View-Controller (MVC), Model-View-Viewmodel (MVVM), and Flux means that your code can be modified and maintained more easily than if you invent an entirely new paradigm.
Having large ecosystems and using popular, robust, well-supported tools is one strategy proven year after year to yield positive results for the company and the developer’s career, and having industry-common or industry-standard libraries means that you can find teammates to help with the development and testing. Modern development methodologies practically demand the use of frameworks, reusable libraries, and well-designed APIs and components.
Popularity of Modern Frameworks and Libraries
Stack Overflow, an incredibly popular developers website used for questions and answers (#57 according to Alexa as of January 2019), tracks a great deal of data on the popularity of various technologies and has become a go-to source for developers. Their most recent survey continued to show the incredible popularity of both JavaScript and JavaScript libraries and frameworks:
NPM Downloads of Popular Frontend Libraries. (Source)
According to Stack Overflow, based on the type of tags assigned to questions, the top eight most discussed topics on the site are JavaScript, Java, C#, PHP, Android, Python, jQuery and HTML — not C, C++, or more exotic languages like Ocaml or Haskell. If you’re building websites, you’re very likely going to want to use technologies that are popular because the number of open-source and commercial/supported products provides you with the ability to code and test more quickly, resulting in faster time to market.
What this means to developers is that the JavaScript world continues to lead all others in the number of developers, and while older technologies like jQuery are still popular, clearly React and Angular are important and continue growing. The newcomer, Vue, is also becoming more and more popular.
Selecting Angular, React, or Vue
Angular versus React versus Vue — there are so many open-source tools. Add to that libraries like Backbone.js and a hundred others. How can developers update their knowledge of so many? Which one should they choose? To some extent this decision is choosing text editors: it’s a personal choice, it’s fiercely defended, and in the end each might actually work for you.
If your main concern is popularity so you don’t get boxed into learning a complicated, rich programming environment only to see support wither away, then React is clearly “winning” as the long-term trend line shows. But popularity is only one attribute in a long shopping list of important decision factors.
Long-term trend lines of various popular frameworks and libraries. (Source)
The post The Evolution of JavaScript Tooling: A Modern Developer’s Guide appeared first on SitePoint.
by Kirti Joshi via SitePoint https://ift.tt/38A0ULY
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Would you suggest taking CSCI 0150 or CSCI 0170? I have no prior knowledge or experience in programming, so reading the course description doesn't help too much!
The age old question! I personally went through the CS 17/18 sequence, so I know more about it, but I’ll try my best to explain the differences.
CS 15/16 is focused on two languages: Java and Python. 15 (first semester) is about learning Java (object oriented programming, which is programming on the basis of “objects” which store data) and user interactive programs using JavaFX and Java (aka you get to make computer games). It’s graphics heavy. 16 is focused on learning computer science principles - this includes algorithms, data structures (data storage systems in computers), sorting.
CS 17/18 is more so integrated - if you want to take a full YEAR of CS, then you probably want to take this. The first semester (17) focuses on learning algorithms, some data structures, and runtime analysis. It is heavy on functional programming (computation treated like mathematical functions, doesn’t use changing variables), using the languages Racket and OCaml. It teaches you to code but it also teaches you how to think about how you code. It is focused on getting you to achieve solutions that are efficient and elegant (eventually). The projects are all pair-programmed. The second semester (18) has some object oriented programming in Java and transitions into Scala. You learn a lot more data structures in this semester and some more technical stuff (such as sorting data) regarding computer science.
What I think is cool about 17/18 is that you actually have to build some data structures and some built in functions yourself. Of course, you might think "Oh, that's so useless, why would you build something that already exists?" But it emphasizes really understanding the structure and the function. It emphasizes thinking in the manner of a computer scientist.
Both 16 and 18 have some paper and pen assignments regarding computer science concepts (that aren’t just “can you program this”).
They ultimately are both valid intro sequences that prepare you for future CS if you’re interested in studying CS. They’re really rigorous, and you learn a lot.
If you’re more interested in doing some work with graphics and some user interaction, I would suggest looking at 15/16. If you’re more interested in getting a really in depth look at data structures (you’re building some of them yourself) and analysis, 17/18 may be more your vibe.
I know people who really really enjoyed their time with 15/16, so if you want to learn more, feel free to reach out again
https://cs.brown.edu/degrees/undergrad/whatcourse/?fbclid=IwAR3xWgwmkXrlw8GqLCWaCDHp_j8XjPrlR-UDqOJpt8R5BQgx-w_118WH0K8
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hello... world?
well... hi.
it’s been a while since i’ve (anonymously) blogged on Tumblr. oof. big cringe memories. and i’m sure i’m making some more memories that future me will look back on and cringe at someday. that’s ok.
it’s the summer of 2020. i just graduated from college ( ! ) with two B.A.s - one in dance, one in theatre. my graduation feels rather fake though, as i’ve made the (somewhat rash ?) decision to continue my undergraduate studies, pursuing a B.S. in computer science. i am currently taking a 300-level cs class, my first cs class in three years. i guess it’s going relatively well despite my angst and sudden drop in motivation / general hopelessness about my life and the world / just wanting to lay in bed and play animal crossing all day.
everyday i log into social media and read new horrific news that i don’t want to repeat here. i don’t want to stir up more trauma, but to figure out a way to find self-care while keeping all these things in mind. i don’t know if that makes sense. but it’s hard for me to find a way to express my feelings about all of this, and the emotions just stay twisted up inside me and build pressure. i’m not trying to make this moment all about me, because it isn’t. that’s why i’m blogging “anonymously”. this is a space i’m carving out for myself because i need it, because i’m going crazy without a space on the internet to express my feelings. i guess that’s always been a coping mechanism for me, huh - oversharing on the internet. well. it continues. i guess i’m just sick of being seen, so i’ve vanished from the public-facing blog with my name attached to it as well as my finsta. for now.
what else is there to share? i’m procrastinating a cs project right now. we’re learning ocaml. learning is a generous word. the prof and TAs are throwing assignments at us and we’re teaching ourselves ocaml. that’s more like it. i’ve been feeling really low. i have a lot of anxiety about my physical health and i haven’t been exercising. it’s definitely taking a toll on me. but i feel so unsafe and uncomfortable living at home with my family. it’s emotionally difficult for me to carve out a space for myself to do the things i want to do. sigh. but i guess i just have to be an adult about it and do it if there’s something i want to do, or something that i know will make me feel better. like dancing.
idk. there’s a lot of existential dread cooking up out there right now. and i want to pray for the healing of our nation, of all those oppressed and persecuted, but alas, what do i even believe in these days? it’s challenging. i find myself changing in ways that i feel i can’t control and that makes me nervous. i miss my school friends, or just anyone at school honestly. living with family is very difficult for a myriad of reasons that i won’t get into right now.
i wish there was more i could do to help right now. i wish that cs didn’t leave my brain too exhausted to help with organizing anti-racist curricula and structures at my school. i wish that i could overcome my social anxiety and chat on the phone with my friends whom i haven’t spoken to in months. i wish that i could overcome my anxiety of living with my family and stand up for myself by carving out space and time for me to do the things i really want to do. i wish that i was dancing more, dancing everyday. i think that i have to get familiar with discomfort and change. not everything that feels good is good for me, not everything that feels bad is bad for me.
externalizing these feelings through writing like this helps me a lot. it helps me to see what i’m actually dealing with and then make choices about how i’m going to act.
i want to create again. it’s been so long. i guess that’s why i’m writing.
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Big Data and Hadoop
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Apache Hadoop is an open source programming system for capacity and enormous scope preparing of informational collections on bunches of item equipment. Hadoop is an Apache top-level undertaking being constructed and utilized by a worldwide network of patrons and clients. It is authorized under the Apache License 2.0.
Doug Cutting with his child's full elephant, Hadoop
Hadoop was made by Doug Cutting and Mike Cafarella in 2005. It was initially evolved to help circulation for the Nutch web crawler venture. Doug, who was working at Yahoo! at that point and is presently Chief Architect of Cloudera, named the task after his child's toy elephant. Cutting's child was 2 years of age at that point and simply starting to talk. He called his darling stuffed yellow elephant "Hadoop" (with the weight on the principal syllable). Presently 12, Doug's child regularly shouts, "Why not state my name, and for what reason don't I get sovereignties? I have the right to be well known for this!"
The Apache Hadoop structure is made out of the accompanying modules
Hadoop Common: contains libraries and utilities required by other Hadoop modules
Hadoop Distributed File System (HDFS): a conveyed record framework that stores information on the item machines, giving high total data transfer capacity over the bunch
Hadoop YARN: an asset the executives stage answerable for overseeing register assets in groups and utilizing them for booking of clients' applications
Hadoop MapReduce: a programming model for enormous scope information handling
All the modules in Hadoop are planned with a major supposition that equipment disappointments (of individual machines, or racks of machines) are normal and in this manner ought to be consequently taken care of in programming by the structure. Apache Hadoop's MapReduce and HDFS segments initially got separately from Google's MapReduce and Google File System (GFS) papers.
Past HDFS, YARN and MapReduce, the whole Apache Hadoop "stage" is presently regularly considered to comprise of various related tasks also: Apache Pig, Apache Hive, Apache HBase, and others.
A delineation of the Apache Hadoop environment
For the end-clients, however MapReduce Java code is normal, any programming language can be utilized with "Hadoop Streaming" to actualize the "map" and "lessen" portions of the client's program. Apache Pig and Apache Hive, among other related undertakings, uncover more significant level UIs like Pig latin and a SQL variation individually. The Hadoop structure itself is for the most part written in the Java programming language, with some local code in C and order line utilities composed as shell-contents.
HDFS and MapReduce
There are two essential segments at the center of Apache Hadoop 1.x: the Hadoop Distributed File System (HDFS) and the MapReduce equal handling structure. These are both open source ventures, propelled by innovations made inside Google.
A delineation of the elevated level engineering of Hadoop
Hadoop conveyed record framework
The Hadoop conveyed record framework (HDFS) is a disseminated, adaptable, and versatile document framework written in Java for the Hadoop system. Every hub in a Hadoop case regularly has a solitary namenode, and a bunch of datanodes structure the HDFS group. The circumstance is common in light of the fact that every hub doesn't require a datanode to be available. Each datanode presents squares of information over the system utilizing a square convention explicit to HDFS. The record framework utilizes the TCP/IP layer for correspondence. Customers utilize Remote strategy call (RPC) to impart between one another.
HDFS wording
HDFS stores huge documents (ordinarily in the scope of gigabytes to terabytes) over various machines. It accomplishes dependability by imitating the information over different hosts, and henceforth doesn't require RAID stockpiling on has. With the default replication esteem, 3, information is put away on three hubs: two on a similar rack, and one on an alternate rack. Information hubs can converse with one another to rebalance information, to move duplicates around, and to keep the replication of information high. HDFS isn't completely POSIX-agreeable, in light of the fact that the necessities for a POSIX document framework contrast from the objective objectives for a Hadoop application. The tradeoff of not having a completely POSIX-consistent document framework is expanded execution for information throughput and backing for non-POSIX activities, for example, Append.
HDFS included the high-accessibility abilities for discharge 2.x, permitting the primary metadata server (the NameNode) to be bombed over physically to a reinforcement in case of disappointment, programmed come up short finished.
The HDFS document framework incorporates a supposed auxiliary namenode, which misdirects a few people into imagining that when the essential namenode goes disconnected, the optional namenode dominates. Truth be told, the auxiliary namenode normally interfaces with the essential namenode and assembles previews of the essential namenode's registry data, which the framework at that point recoveries to neighborhood or remote indexes. These checkpointed pictures can be utilized to restart a bombed essential namenode without replaying the whole diary of record framework activities, at that point to alter the log to make an exceptional catalog structure. Since the namenode is the single point for capacity and the executives of metadata, it can turn into a bottleneck for supporting an enormous number of records, particularly countless little documents. HDFS Federation, another expansion, means to handle this issue somewhat by permitting numerous name-spaces served by isolated namenodes.
A favorable position of utilizing HDFS is information mindfulness between the activity tracker and undertaking tracker. The activity tracker plans outline decrease occupations to task trackers with a familiarity with the information area. For instance, if hub A contains information (x, y, z) and hub B contains information (a, b, c), the activity tracker plans hub B to perform outline lessen undertakings on (a,b,c) and hub A future booked to perform delineate decrease errands on (x,y,z). This lessens the measure of traffic that goes over the system and forestalls superfluous information move. When Hadoop is utilized with other document frameworks, this preferred position isn't constantly accessible. This can significantly affect work finish times, which has been shown when running information escalated occupations. HDFS was intended for the most part permanent documents and may not be appropriate for frameworks requiring simultaneous compose tasks.
Another confinement of HDFS is that it can't be mounted straightforwardly by a current working framework. Getting information into and out of the HDFS document framework, an activity that frequently should be performed when executing an occupation, can be badly arranged. A filesystem in Userspace (FUSE) virtual record framework has been created to address this issue, at any rate for Linux and some other Unix frameworks.
Document access can be accomplished through the local Java API, the Thrift API, to produce a customer in the language of the clients' picking (C++, Java, Python, PHP, Ruby, Erlang, Perl, Haskell, C#, Cocoa, Smalltalk, or OCaml), the order line interface, or perused through the HDFS-UI web application over HTTP.
JobTracker and TaskTracker: The MapReduce motor
Employments and assignments in Hadoop
Over the document frameworks comes the MapReduce motor, which comprises of one JobTracker, to which customer applications submit MapReduce employments. The JobTracker pushes work out to accessible TaskTracker hubs in the group, endeavoring to keep the work as near the information as could reasonably be expected.
With a rack-mindful record framework, the JobTracker knows which hub contains the information, and which different machines are close by. In the event that the work can't be facilitated on the genuine hub where the information lives, need is given to hubs in a similar rack. This lessens organize traffic on the fundamental spine arrange.
In the event that a TaskTracker comes up short or times out, that piece of the activity is rescheduled. The TaskTracker on every hub produces a different Java Virtual Machine procedure to keep the TaskTracker itself from coming up short if the running employment crashes the JVM. A heartbeat is sent from the TaskTracker to the JobTracker like clockwork to check its status. The Job Tracker and TaskTracker status and data is uncovered by Jetty and can be seen from an internet browser.
JobTracker and Tracker flowchart: Hadoop 1.x MapReduce System is made out of the JobTracker, which is the ace, and the per-hub slaves, TaskTrackers
In the event that the JobTracker bombed on Hadoop 0.20 or prior, all continuous work was lost. Hadoop variant 0.21 added some checkpointing to this procedure. The JobTracker records what it is up to in the document framework. At the point when a JobTracker fires up, it searches for any such information, with the goal that it can restart work from the last known point of interest.


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HW#1 Getting Started with OCaml Solution
HW#1 Getting Started with OCaml Solution
1 Instructions
This assignment will help you set up the tools you need for the class, and gauge your
knowledge of the basics of functional programming. The programming problems are in
Section 3—but read Section 2 first! It will walk you through setting up your OCaml
programming environment. Please don’t hesitate to ask for help on Piazza (https:
//piazza.com/class/jkh8q52qrh06v).
You can submit…
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0. Introduction. Here, we need to write a recursive Mergesort algorithm in OCaml. Unlike most sorting algorithms, Mergesort can be made to work efficiently with linked lists. The algorithm shown here requires O ( n log n ) time to sort a list of n elements. 1. Theory. The Mergesort algorithm is shown below in English and imperative pseudocode. It takes an unsorted list of integers U as its parameter. (Actually, any totally ordered objects will work, not just integers.) It returns another list that is like U, except that its elements are sorted into nondecreasing order. 00 MERGESORT U = 01 if U has less than two elements 02 return U 03 else 04 L = an empty list 05 R = an empty list 06 while U has two or more elements 07 add the first element of U at the front of L 08 remove the first element from U 09 add the first element of U at the front of R 10 remove the first element from U 11 add elements from U to the front of L 12 L = MERGESORT L 13 R = MERGESORT R 14 S = an empty list 15 while L is not empty and R is not empty 16 if the first element of L < the first element of R 17 add the first element of L at the end of S 18 remove the first element from L 19 else 20 add the first element of R at the end of S 21 remove the first element from R 22 add elements from L at the end of S 23 add elements from R at the end of S 24 return S In lines 01–02, Mergesort tests if U has zero elements, or one element. If so, then U is already sorted, so Mergesort returns U. This is the base case of a recursion. Lines 04–24 are the recursive case. In lines 04–11, Mergesort splits U into two lists L and R of approximately equal lengths. This is done by removing elements from U and putting them alternately into L and R . If U ’s length is even, then L and R have the same length. If U ’s length is odd, then L gets one extra element from U in line 11. Note that the order of elements within L, and within R, does not matter. In lines 12–13, Mergesort calls itself recursively on L and R to sort them. Since L and R always have fewer elements than U, the lengths of the lists on which Mergesort is called will always decrease. That means Mergesort will always eventually reach its base case in lines 01–02. In lines 14–23, Mergesort combines (or merges ) the sorted lists L and R into one sorted list S. It does this by repeatedly choosing the first element of L or R, whichever element is smaller, and adding it to the end of S. Mergesort continues in this way until either L or R is empty. If any elements remain in L and R , it adds them to S in lines 22–23. Finally, at line 24, Mergesort returns the sorted list S. 2. Implementation. So, we need to write an OCaml function called mergesort that implements the pseudocode algorithm shown in the previous section. The function must take a list as its only argument. It must return a sorted copy of the list as its result. Here are some hints. ● You will need at least two helper functions, one to implement the splitting phase of lines 04–11, and another to implement the combining phase of lines 14–23. You may need more than two. ● Your helper functions need not be tail-recursive. Some might be tail-recursive anyway. ● The function mergesort and its helpers may be mutually recursive, which means that they can call each other freely. This presents problems in OCaml, which requires that a function must first be defined before it can be called in another function. However, it is possible to write mutually recursive functions by using let rec along with and . For example, two mutually recursive functions dum and dee can be defined in the following way. let rec dum n = if n > 0 then dee (n − 1) else () and dee n = if n > 0 then dum (n − 1) else () For example, dum calls dee, then dee calls dum, etc., until finally n becomes 0. The functions dum and dee do nothing useful, and are unrelated to mergesort, but they show how mutual recursions can be written in OCaml. Any number of mutually recursive functions can be written using and’s. ● You must not use loops or variables in the mergesort function, even though OCaml provides them. If you use loops or variables in any way, then you will receive ZERO MONEY for this project. ● You must write test cases for mergesort and its helpers, to make sure they work. Delivery; must submit only one file, containing the OCaml code and test cases. Any output, resulting from running test cases, must appear in a comment at the end of the file.
let rec merge l r = match (l,r) with | ([],_) -> r | (_,[]) -> l | (x :: tl, y :: tr) -> if x < y then (x :: (merge tl r)) else (y :: (merge l tr))
and split u = let rec aux u l r = match u with | [] -> (l, r) | x :: tu -> aux tu r (x :: l) in (aux u [] [])
and mergesort u = match u with | [] | _ :: [] -> u | _ -> let (l,r) = (split u) in (merge (mergesort l) (mergesort r));;
(* PRINT THINGS. Print a list of THINGS using a FORMAT string. *) let printThings format things = let rec printingThings things = match things with [] -> () | firstThing :: otherThings -> Printf.printf ” ; ” ; Printf.printf format firstThing ; printingThings otherThings in Printf.printf “[” ; (match things with [] -> () | firstThing :: otherThings -> Printf.printf format firstThing ; printingThings otherThings) ; Printf.printf “]\n” ;;
(* Test *) Printf.printf “split:\n”;; let a, b = (split [0; 1; 2; 3; 4; 5; 6; 7; 8; 9]);; printThings “%i” a;; (* even number [8; 6; 4; 2; 0] *) printThings “%i” b;; (* odd number [9; 7; 5; 3; 1] *)
Printf.printf “\nmerge:\n”;; let x = (merge a b);; printThings “%i” x;; (* [8; 6; 4; 2; 0; 9; 7; 5; 3; 1] *)
Printf.printf “\nmergesort:\n”;; let y = (mergesort x);; printThings “%i” y;; (* [0; 1; 2; 3; 4; 5; 6; 7; 8; 9] *)
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Wolfram mathematica assignment help- Functional programming help
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Wolfram mathematica assignment help- Functional programming help
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Wolfram mathematica assignment help- Functional programming help

Mathematica, also known as Wolfram Mathematica, is one of the famous and high-level functional programming languages. It has built-in computational intelligence.
Wolfram Mathematica has emerged as a well-developed language for modern-day computing, and there have been many revolutionary changes in Wolfram Mathematica for the past three decades.
We provide programming help in all functional programming languages. Following is an array of our functional programming help services:
Haskell programming help OCaml programming help Erlang programming help Scala Programming help Clojure programming help SML programming help Lisp programming help
It offers several dimensions, unique technical computing environments, and workflow. Apart from this, Wolfram Mathematics contains more than 5000 built-in functions.
These complexities often daunt students who pursue Mathematics courses in universities. Such students get various mind-boggling assignments from their professors.
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As discussed above, Mathematica is also among the family of Functional programming. A great deal of capacities is accessible in Mathematica.
Subsequently, it can’t be amazing to see code where clients have actualized not many tasks without realizing that the Mathematica program recognizes how to do it.
Doing so isn’t only an exercise in futility in re-executing the capacity.
Besides, understudies get perplexed about the best calculation for various types of information and how to actualize these capacities proficiently.
As we have been providing Wolfram Mathematica assignment help for many years, we deeply know the complexities of this language. Thus, our Mathematica assignment help is always the best.
And Mathematica program has a capacity called Compile work. It is a capacity that takes Mathematica code, which permits the clients to pre-announce the simple, complex, and worth, list, grid, and so forth, which are called types and structures of info contentions.
likewise, Mathematica has reliable algorithmic force. It has planned language cautiously, which permits the clients to build up an exceptional and simple framework with the assistance of regular language input, bold proposals, and just the beginning.
Mathematica PC program has super capacities, meta-calculations. So forth Also, it gives a steadily more elevated level climate through which however much as could be expected is computerized, which makes the client’s work as proficiently as could be expected under the circumstances.
Other prominent features of Wolfram Mathematica
It can represent everything in terms of symbolic expressions.
It effortlessly handles a massive amount of data, including dates, units, and geological locations
One can start using Wolfram Mathematica with no prior knowledge of programming
It has made running and writing programs very integrated and interactive
One-line to million-line program can be written and run in Mathematica
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Wolfram mathematica assignment help- Functional programming help
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Wolfram mathematica assignment help- Functional programming help

Mathematica, also known as Wolfram Mathematica, is one of the famous and high-level functional programming languages. It has built-in computational intelligence.
Wolfram Mathematica has emerged as a well-developed language for modern-day computing, and there have been many revolutionary changes in Wolfram Mathematica for the past three decades.
We provide programming help in all functional programming languages. Following is an array of our functional programming help services:
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It offers several dimensions, unique technical computing environments, and workflow. Apart from this, Wolfram Mathematics contains more than 5000 built-in functions.
These complexities often daunt students who pursue Mathematics courses in universities. Such students get various mind-boggling assignments from their professors.
To ease such students, we offer Wolfram assignment help. Our Wolfram assignment help caters to the needs of students as our Wolfram Mathematica assignment helpers are well-versed with the requirements of such assignments.
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Overview of Wolfram Mathematica language
As discussed above, Mathematica is also among the family of Functional programming. A great deal of capacities is accessible in Mathematica.
Subsequently, it can’t be amazing to see code where clients have actualized not many tasks without realizing that the Mathematica program recognizes how to do it.
Doing so isn’t only an exercise in futility in re-executing the capacity.
Besides, understudies get perplexed about the best calculation for various types of information and how to actualize these capacities proficiently.
As we have been providing Wolfram Mathematica assignment help for many years, we deeply know the complexities of this language. Thus, our Mathematica assignment help is always the best.
And Mathematica program has a capacity called Compile work. It is a capacity that takes Mathematica code, which permits the clients to pre-announce the simple, complex, and worth, list, grid, and so forth, which are called types and structures of info contentions.
likewise, Mathematica has reliable algorithmic force. It has planned language cautiously, which permits the clients to build up an exceptional and simple framework with the assistance of regular language input, bold proposals, and just the beginning.
Mathematica PC program has super capacities, meta-calculations. So forth Also, it gives a steadily more elevated level climate through which however much as could be expected is computerized, which makes the client’s work as proficiently as could be expected under the circumstances.
Other prominent features of Wolfram Mathematica
It can represent everything in terms of symbolic expressions.
It effortlessly handles a massive amount of data, including dates, units, and geological locations
One can start using Wolfram Mathematica with no prior knowledge of programming
It has made running and writing programs very integrated and interactive
One-line to million-line program can be written and run in Mathematica
Mathematica final year project help
When students do their Mathematica final year project independently, they have to manage various things at a time. Students have to keep their mental focus and resilience from project ideation to research and practical completion of the project.
Our Mathematica final year project help is designed for all students who face problems in their projects.
If you are final year students and struggling to complete or even start your project, then waste no more time and feel welcome to reach out to us
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