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Cloudera, BigData, Semantic IoT, Hadoop, NoSQL

Cloudera CDH/CDP 및 Hadoop EcoSystem, Semantic IoT등의 개발/운영 기술을 정리합니다. gooper@gooper.com로 문의 주세요.


Setting up RStudio Server to run with Apache Spark

https://markobigdata.com/2016/03/27/setting-up-rstudio-server-to-run-with-apache-spark/



Zeppelin supports Spark, PySpark, Spark R, Spark SQL with dependency loader.

Python is supported with Matplotlib, Conda, Pandas SQL and PySpark integrations.

http://zeppelin.apache.org/


Jupyter kernels

https://github.com/jupyter/jupyter/wiki/Jupyter-kernels

Here is a list of available kernels. If you are writing your own kernel, feel free to add it to the table!


NameJupyter/IPython VersionLanguage(s) Version3rd party dependenciesExample NotebooksNotes
Coarray-FortranJupyter 4.0Fortran 2008/2015GFortran >= 7.1, OpenCoarraysMPICH >= 3.2DemoBinder demoDocker image
sparkmagicJupyter >=4.0Pyspark (Python 2 & 3), Spark (Scala), SparkR (R)LivyNotebooksDocker ImagesThis kernels are implemented via the magics machinery of the ipython kernel to use Spark via Livy
sas_kernelJupyter 4.0python >= 3.3SAS 9.4 or higher
IPyKernelJupyter 4.0python 2.7, >= 3.3pyzmq
IJuliajulia >= 0.3
IHaskellghc >= 7.6
IRubyruby >= 2.1
IJavascriptnodejs >= 0.10
jpCoffeescriptcoffeescript >= 1.7
ICSharpJupyter 4.0C# 4.0+scriptcs
IRKernelIPython 3.0R 3.2rzmq
SageMathJupyter 4Anymany
pari_jupyterJupyter 4PARI/GP >= 2.9
IFSharpIPython 2.0F#Features
lgoJupyter >= 4, JupyterLabGo >= 1.8ZeroMQ (4.x)ExampleDocker image
gopherlabJupyter 4.1, JupyterLabGo >= 1.6ZeroMQ (4.x)examplesDeprecated, use gophernotes
GophernotesJupyter 4, JupyterLab, nteractGo >= 1.9ZeroMQ 4.x.xexamplesdocker image
IGoGo >= 1.4
IScalaScala
Jupyter-scalaIPython>=3.0Scala>=2.10example
IErlangIPython 2.3Erlangrebar
ITorchIPython >= 2.2 and <= 5.xTorch 7 (LuaJIT)
IElixirJupyter < 6.0Elixir < 1.5Erlang OTP <= 19.3, RebarexampleIElixir Notebook in Docker
ierlJupyter >= 4.0Erlang 19 or 20, Elixir 1.4 or 1.5, LFE 1.2Erlang, (optional) Elixir
IAldorIPython >= 1Aldor
IOCamlIPython >= 1.1OCaml >= 4.01opam
OCaml-JupyterJupyter >= 4.0OCaml >= 4.02opamExampleDocker image
IForthIPython >= 3Forth
peforthIPython 6/Jupyter 5ForthExamplepython debugger in FORTH syntax
IPerlPerl 5
Perl6Jupyter >= 4Perl 6.czeromq 4
IPerl6Perl 6
Jupyter-Perl6JupyterPerl 6.CRakudo Perl 6
IPHPIPython >= 2PHP >= 5.4composerDEPRECATED, use Jupyter-PHP
Jupyter-PHPJupyter 4.0PHP >= 7.0.0composer, php-zmq
IOctaveJupyterOctaveExampleMetaKernel
IScilabJupyterScilabExampleMetaKernel
MATLAB KernelJupyterMatlabpymatbridgeExampleMetaKernel
BashIPython >= 3bashWrapper
PowerShellIPython >= 3WindowsWrapper, Based on Bash Kernel
CloJupyterJupyterClojure >= 1.7
CLJ-JupyterJupyterClojureAbandoned as of 2017-02-12
jupyter-kernel-jsr223Jupyter>=4.0Clojure 1.8clojure-jrs223, Java>=7Java based JSR223 compliant
Hy KernelJupyterHyTutorialtreats Hy as Python pre-processor
Calysto HyJupyterHyTutorialbased on MetaKernel (magics, shell, parallel, etc.)
Redis KernelIPython >= 3redisWrapper
joveio.js
jp-babelJupyterBabel
ICalicoIPython >= 2multipleIndex
IMathicsMathics
IWolframWolfram MathematicaWolfram Mathematica(R), MetakernelMetaKernel
Lua KernelLua
IPurescriptPurescript
IPyLuaLuaFork of Lua Kernel
Calysto SchemeSchemeReference GuideMetaKernel
Calysto ProcessingProcessing.js >= 2MetaKernel
idl_kernelIDLIDL seem to have a built-in kernelstarting with version 8.5
Mochi KernelMochi
Lua (used in Splash)Lua
Apache Toree (formerly Spark Kernel)JupyterScala, Python, RSpark >= 1.5Example
Skulpt Python KernelSkulpt PythonExamplesMetaKernel
MetaKernel BashbashMetaKernel
MetaKernel PythonpythonMetaKernel
IVisualVPythonBall-in-Box
IBrainfuckBrainfuckDemoWrapper
KDB+/Q Kernel (IKdbQ)IPython >= 3.1Qqzmq, qcrypt
KDB+/Q Kernel (KdbQ Kernel)JupyterQ
ICryptolCryptolCVC4
clingJupyter 4C++Example
XonshXonshExampleMetaKernel
PrologPrologMetaKernel
cl-jupyterJupyterCommon LispQuicklispAbout
Maxima-JupyterJupyterMaximaQuicklisp
Calysto LC3Assembly Language for the Little Computer 3
YacasYACAS
IJythonJython 2.7
ROOTJupyterC++/pythonROOT >= 6.05
Gnuplot KernelGnuplotExampleMetaKernel
TclJupyterTcl 8.5Based on Bash Kernel
JJupyterJ 805Examples
JythonJupyter>=4.0Jython>=2.7.0Java>=7Java based JSR223 compliant
CJupyterCgcc
TaQLJupyterTaQLpython-casacoreTaQL tutorial
CoconutJupyterCoconut
SPARQLJupyter 4Python 2.7 or >=3.4rdflibSPARQLWrapperExamplesOptional GraphVizdependency
AIML chatbotJupyter 4Python 2.7pyAIMLExamples
IArmJupyter 4ARMv6 THUMBExamplesBased off of the ARM Cortex M0+ CPU
SoSJupyter 4Python >=3.4ExamplesWorkflow system, Multi-Kernel support
jupyter-nodejsJupyter, iPython 3.xNodeJS, Babel, ClojurescriptExamples
PikeIPython >= 3Pike >= 7.8Wrapper, Based on Bash Kernel
ITypeScriptTypescript >= 2.0Node.js >= 0.10.0
imatlabipykernel >= 4.1MATLAB >= 2016b
jupyter-kotlinJupyterKotlin 1.1-M04 EAPJava >= 8
jupyter_kernel_singularJupyterSingular 4.1.0DemoOptional PySingular for better performance, surf for images, details
spylon-kernelipykernel >=4.5python >= 3.5, scala >= 2.11Apache Spark >=2.0ExampleMetaKernel
mit-scheme-kernelJupyter 4.0MIT Scheme 9.2
elm-kernelJupyterExamples
SciJava Jupyter KernelJupyter 4.3.0Java + 9 scripting languagesJavaExamples
IsbtJupyter 4.3.0sbt >= 1.0.0sbtexample
BeakerXGroovy, Java, Scala, Clojure, Kotlin, SQLexampledocker image
MicroPythonJupyterESP8266/ESP32USB or Webrepldeveloper notebooksrelies on the micro-controller's paste-mode
IJavaJupyterJava 9Java JDK >= 9Binder online demoBased on the new JShell tool
GuileJupyter 5.2Guile 2.0guile-json, openssl
번호 제목 날짜 조회 수
590 hive metadata(hive, impala, kudu 정보가 있음) 테이블에서 db, table, owner, location를 조회하는 쿼리 2020.02.07 4709
589 쿠버네티스(k8s) 설치 및 클러스터 구성하기 2019.10.19 3645
588 [kubernetes]우분투 Kubernetes 설치 방법 file 2019.07.24 4417
587 LAGOM 1.4 AND KUBERNETES ORCHESTRATION 2019.07.19 2459
586 oozie WF에서 참고할만한 내용 2019.07.18 4231
585 [shellscript] 함수에 배열을 인자로 주어서 처리하는 방법 2019.07.16 3987
584 [shellscript]엑셀파일에서 여러줄에 존재하는 단어를 한줄의 문자열로 합치는 방법(comma로 구분) 2019.07.15 4736
583 원격에 있는 git를 받은후 기존repository삭제후 새로운 리포지토리에 연결하여 소스 등록 2019.07.13 4379
582 기준일자 이전의 hdfs 데이타를 지우는 shellscript 샘플 2019.06.14 4707
581 embedded-cassandra의 data 저장위치 2019.06.09 3984
580 elasticsearch에서 모든 인덱스(색인)을 삭제하는 방법 2019.06.09 2920
579 scala-eclipse 다운로드 2019.06.09 4059
578 ubuntu에 maven 3.6.1설치 및 환경변수 설정 2019.06.02 4157
577 jdk 9이상 사용하려면 repository를 아래와 같이 지정해야한다. 2019.06.02 2770
576 source, sink를 직접 구현하여 사용하는 예시 2019.05.30 4133
575 kerberos설정된 상태의 spooldir->memory->hdfs로 저장하는 과정의 flume agent configuration구성 예시 2019.05.30 4265
574 hive테이블의 물리적인 위치인 HDFS에 여러개의 데이터 파일이 존재할때 한개의 파일로 merge하여 동일한 테이블에 입력하는 방법 2019.05.23 4702
573 하둡 클러스터 전체 노드를 다시 기동하면 invalidate metadata를 수행해야 데이터가 틀어지지 않는다. 2019.05.20 4221
572 Could not configure server becase SASL configuration did not allow the Zookeeper server to authenticate itself properly: javax.security.auth.login.LoginException: Checksum failed 2019.05.18 2870
571 json으로 존재하는 데이터 parsing하기 2019.03.25 4928
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