mapreduceclass.r carolinaalvesdelimasalge Fri Nov 18 15:42:

Size: px
Start display at page:

Download "mapreduceclass.r carolinaalvesdelimasalge Fri Nov 18 15:42:"

Transcription

1 mapreduceclass.r carolinaalvesdelimasalge Fri Nov 18 15:42: # cr eat e a li st of 10 i nt eger s i nt s <- 1: 10 # equi val ent t o i nt s <- c( 1, 2, 3, 4, 5, 6, 7, 8, 9, 10) # comput e t he squar es (sappl y appli es a f uncti on over a list or vect or) result <- sappl y(i nt s,f uncti on( x) x^2) result ## [ 1] require(r mr 2) ## Loadi ng r equi r ed package: r mr 2 ## War ni ng: S3 met hods ' gor der. def ault', ' gor der.f act or', 'gor der. dat a.frame', ## ' gor der. matri x', ' gor der.raw' wer e decl ar ed i n NAMESPACE but not f ound ## Pl ease r evi ew your hadoop setti ngs. See hel p( hadoop.setti ngs) # Good i dea t o debug your mapreduce t ask i n l ocal mode wit h # a small dat aset t hen run it on a Hadoop cl ust er # l oad a li st of 10 i nt eger s i nt o a HDFS fil e hdf s.i nt s = t o. df s( 1: 10) # mapper f or t he key-val ue pai rs t o comput e squar es key <- v val ue <- key^2 # r un MapReduce out = mapr educe(i nput = hdf s.i nt s, map = mapper) # convert t o a dat a frame df 1 = as. dat a.frame(from. df s( out)) col names( df 1) = c(' n', ' n^2' ) #di spl ay t he results df 1 ## n n^2 ## ## ## ## ## ## ## ## ## ## li brary(readr)

2 #convert and round t emper at ur e t o an i nt eger t $t emper at ur e = round((t $t emper at ur e- 32)*5/ 9, 0) # t abul at e frequenci es t abl e(t $t emper at ur e) ## ## ## ## ## li brary(sql df) ## Loadi ng r equi r ed package: gsubf n ## Loadi ng r equi r ed package: pr ot o ## Loadi ng r equi r ed package: RSQLi t e ## Loadi ng r equi r ed package: DBI opti ons(sql df. dri ver =' SQLi t e' ) r mr. opti ons( backend = "l ocal ") #l ocal or hadoop # save t emper at ur e i n hdf s fil e hdf s.t emp <- t o. df s(t $t emper at ur e) # mapper f or conver si on t o C key <- round((v- 32)*5/ 9, 0) val ue <- 1 # r educer t o count frequenci es reducer <- f uncti on( k, v) { key <- k val ue = l engt h(v) out = mapr educe( i nput = hdf s.t emp, reduce = r educer) df 2 = as. dat a.frame(from. df s( out)) col names( df 2) = c('t emper at ur e', ' count' ) df 3 <-sql df(' SELECT * FROM df 2 ORDER BY count DESC;' ) ## Loadi ng r equi r ed package: tcltk pri nt(df 3, row. names = FALSE) # no row names ## t emper at ur e count ## ## ## 2 85 ## 22 80

3 ## ## 0 71 ## ## ## 1 66 ## 3 64 ## 4 62 ## ## ## 7 55 ## ## ## ## ## ## 5 52 ## 6 52 ## 9 52 ## 8 50 ## ## ## ## ## ## ## ## ## 27 9 ## -5 8 ## -6 1 ## -7 1 # Basi c st at s li brary(reshape) li brary(sql df) opti ons(sql df. dri ver =' SQLi t e' ) t <- read.t abl e( url, header =T, sep=',') st at s <- sql df(' SELECT year, max(t emper at ur e) as max, round( avg(t emper at ur e), 1) as mean, mi n(t emper at ur e) as mi n fromt GROUP BY year;' ) head( st at s) ## year max mean mi n ## ## ## ## ## ##

4 # convert t o hdf s fil e hdf s.t emp <- t o. df s( dat a.frame(t)) # mapper f or computi ng t emper at ur e measur es f or each year key <- v$year val ue <- v$t emper at ur e #r educer t o report st at s reducer <- f uncti on( k, v) { key <- k #year val ue <- c( max( v, na.r m=t), round( mean( v, na.r m=t), 1), mi n( v, na.r m=t)) #v i s li st of val ues f or a year out = mapr educe( i nput = hdf s.t emp, reduce = r educer) df 3 = as. dat a.frame(from. df s( out)) df 3$measur e <- c(' max',' mean',' mi n' ) # r eshape wit h year, max, mean, mi n i n one r ow st at s2 <- cast( df 3, key ~ measur e, val ue="val ") head( st at s2) ## key max mean mi n ## ## ## ## ## ## li brary(stri ngr) # r ead as a si ngl e char act er stri ng t <- readchar("htt p:// peopl e.t erry. uga. edu/r wat son/ dat a/ yogi quot es.t xt", nchar s=1e6) t 1 <- t ol ower(t[[1]]) # convert t o l ower case t 2 <- str_r epl ace_all(t 1,"[[: punct:]]","") # get ri d of punct uati on wor dli st <- str_split(t 2, "\\s") #split i nt o stri ngs wor dvect or <- unli st( wor dli st) # convert li st t o vect or t abl e( wor dvect or) ## wor dvect or ## a about ar ent come f ork half i if i n it ## ## li es me most never of road sai d t ake t ell t he ## ## t hey t hi ngs t o true you ## # r ead as a si ngl e char act er stri ng url <- "htt p:// peopl e.t erry. uga. edu/r wat son/ dat a/ yogi quot es.t xt" t <- readchar( url, nchar s=1e6) t ext. hdf s <- t o. df s(t)

5 mapper =f uncti on( k, v){ t 1 <- t ol ower(v) # convert t o l ower case t 2 <- str_r epl ace_all(t 1,"[[: punct:]]","") # get ri d of punct uati on wor dli st <- str_split(t 2, "\\s") #split i nt o wor ds wor dvect or <- unli st( wor dli st) # convert li st t o vect or keyval ( wor dvect or, 1) reducer = f uncti on(k, v) { keyval (k,l engt h(v)) out <- mapr educe (i nput = t ext. hdf s, reduce = r educer, combi ne=t) # convert out put t o a frame df 1 = as. dat a.frame(from. df s( out)) col names( df 1) = c(' wor d', ' count' ) #di spl ay t he results pri nt(df 1, row. names = FALSE) # no row names ## wor d count ## if 1 ## you 1 ## come 1 ## t o 1 ## a 1 ## f ork 1 ## i n 1 ## t he 3 ## road 1 ## t ake 1 ## it 1 ## i 2 ## never 1 ## sai d 2 ## most 1 ## of 1 ## t hi ngs 1 ## half 1 ## li es 1 ## t hey 1 ## t ell 1 ## about 1 ## me 1 ## ar ent 1 ## true 1

Confi gure aut henticati on policies vi a Wi ndows PowerShell

Confi gure aut henticati on policies vi a Wi ndows PowerShell Confi gure aut henticati on policies vi a Wi ndows PowerShell Wi ndows Power Shell enabl es greater flexi bility in usi ng vari ous fact ors of access control and t he aut hentication mechanism t hat are

More information

Label-based Defenses Against Side Channel Attacks in PaaS Cloud Infrastructure

Label-based Defenses Against Side Channel Attacks in PaaS Cloud Infrastructure Label-based Defenses Against Side Channel Attacks in PaaS Cloud Infrastructure Read Sprabery, Konstantin Evchenko, Abhilash Raj*, Shivana Wanjara*, Sibin Mohan, Rakesh Bobba*, Roy H. Campbell University

More information

Behavior Annex Updates Standard, plugin, and usage inside RAMSES. Etienne Borde

Behavior Annex Updates Standard, plugin, and usage inside RAMSES. Etienne Borde Behavior Annex Updates Standard, plugin, and usage inside RAMSES Etienne Borde etienne.borde@telecom-paristech.fr Behaviour Annex Errata The aadl subcommittee wiki has been updated with the new errata

More information

Altersgruppe: Ye ar 4 The Australian Curriculum: ACM N A07 5 NSW Mathematics K-10 Syllabus: M A2-6N A, M A2-6N A. Students play.

Altersgruppe: Ye ar 4 The Australian Curriculum: ACM N A07 5 NSW Mathematics K-10 Syllabus: M A2-6N A, M A2-6N A. Students play. 1 U n t er r ich t splan Multiplication - Expand ed and Stand ard Algorithms Altersgruppe: Ye ar 4 The Australian Curriculum: ACM N A07 5 NSW Mathematics K-10 Syllabus: M A2-6N A, M A2-6N A. Victorian

More information

Multi-Touch Frame User Manual

Multi-Touch Frame User Manual Multi-Touch Frame User Manual This roduct supports true 2-40 touch points, remote diagnosis, multi-screen capable 1 Content At a Glance Quick Start 3 1.Introduction 5 1.1 The zinframeserver Interface 5

More information

6.189 D ay 6. Name: R eadings. E x er cise 6. 1 { W ar mup: F inding B ugs

6.189 D ay 6. Name: R eadings. E x er cise 6. 1 { W ar mup: F inding B ugs 6.189 D ay 6 Name: T urn in your written answers to 6.1 and 6.2, stapled to your printed code les, tomorrow at the start of lecture. R eadings How T o T hink L ike A C omputer Scientist, chapter 10. E

More information

Pr oj ect Repor t Kat hr i n Schadow- Pohl OOP obj ect- ori ented programmi ng

Pr oj ect Repor t Kat hr i n Schadow- Pohl OOP obj ect- ori ented programmi ng Pr oj ect Repor t Kat hr i n Schadow- Pohl OOP obj ect- ori ented programmi ng I nt roduct i on J oi ni ng Tool Marks & Points (Umweltinformationstechnologie) - software for environmental science, agriculture

More information

Digital Backbone Project Overview Sony Pictures Technologies

Digital Backbone Project Overview Sony Pictures Technologies Digital Backbone Project Overview Sony Pictures Technologies Digital Backbone Project Overview ghj / 2010.04a 1 Why a Digital Backbone? Digital Backbone Project Overview ghj / 2010.04a 2 End to End Digital

More information

Article Number: 819 Rating: Unrated Last Updated: Fri, Sep 4, 2015 at 9:17 PM. This document outlines how to use Geographic Calculator to convert:

Article Number: 819 Rating: Unrated Last Updated: Fri, Sep 4, 2015 at 9:17 PM. This document outlines how to use Geographic Calculator to convert: Coordinat e T ransf ormat ions wit h Geographic Calculat or Article Number: 819 Rating: Unrated Last Updated: Fri, Sep 4, 2015 at 9:17 PM Using Geographic Calculat or t o Convert From One Coordinat e Syst

More information

Zarządzanie sieciami telekomunikacyjnymi

Zarządzanie sieciami telekomunikacyjnymi Zarządzanie sieciami telekomunikacyjnymi Digital subscriber line DSL or xdsl, is a family of technologies that provide digital data transmission over the wires of a local telephone network. DSL originally

More information

Table of Contents. Features... 1 System Requirement... 2 Package Checklist... 2

Table of Contents. Features... 1 System Requirement... 2 Package Checklist... 2 Table of Contents Chapter 1 Intr oduction Features... 1 System Requirement... 2 Package Checklist... 2 Chapter 2 Instal l ation Hardware Installation... 3 Front Panel LED... 3 Driver Installation for both

More information

Instruction Manual BROY LOGMASTER LM750 TABLE OF CONTENTS. 1.0 INTRODUCTION Data Presentation Software...1

Instruction Manual BROY LOGMASTER LM750 TABLE OF CONTENTS. 1.0 INTRODUCTION Data Presentation Software...1 BROY LOGMASTER LM750 TABLE OF CONTENTS 1.0 INTRODUCTION...1 1.1 Data Presentation Software...1 2.0 LM750 OPERATION...1 2.1 Description of Recording Methods...1 2.2 Range and Power Switches...2 2.3 Installing

More information

restart; Di gi t s: =20; Digits:=20 libname:="/nalib",libname; libname:="/nalib", "/Library/Frameworks/Maple.framework/Versions/11/lib"

restart; Di gi t s: =20; Digits:=20 libname:=/nalib,libname; libname:=/nalib, /Library/Frameworks/Maple.framework/Versions/11/lib wi t h( numanal ) ; SOR, SOR_dir, bezier, bezier_dir, bisection, bisection_dir, chop, chop_dir, clamped_spline, restart; Di gi t s: =20; Digits:=20 libname:="/nalib",libname; libname:="/nalib", "/Library/Frameworks/aple.framework/Versions/11/lib"

More information

NRAO Proposal Tool (PST) Gustaaf van Moorsel NRAO Community Day 1/13/2012

NRAO Proposal Tool (PST) Gustaaf van Moorsel NRAO Community Day 1/13/2012 NRAO Proposal Tool (PST) Gustaaf van Moorsel NRAO Community Day 1/13/2012 Creating an NRAO proposal Proposal Submission Tool (PST) EVLA, VLBA, GBT, but for ALMA, use ALMA OT This presentation: EVLA-centric

More information

Virginia - Mathematics Standards of Learning (2009): 3.9d, 5.8a,

Virginia - Mathematics Standards of Learning (2009): 3.9d, 5.8a, 1 Lesson Plan Area and Perimeter (Meters) Age group: 4 t h Grade Virginia - Mathematics Standards of Learning (2009): 3.9d, 5.8a, 6.10c Virginia - Mathematics Standards of Learning (2016): 3.8.b, 4.7 Fairfax

More information

RIP Configuration. Page 1 of 11

RIP Configuration. Page 1 of 11 RIP Configuration Page 1 of 11 Contents Contents...2 Chapter 1 RIP Configuration... 2 1.1 RIP Description...3 1.2 RIP Configuration... 4 1.2.1 Configuring RIP...4 1.2.2 Basic RIP Configuration...5 1.2.3

More information

CSharp. Microsoft. PRO-Design & Develop Enterprise Appl by Using MS.NET Frmwk

CSharp. Microsoft. PRO-Design & Develop Enterprise Appl by Using MS.NET Frmwk Microsoft 70-549-CSharp PRO-Design & Develop Enterprise Appl by Using MS.NET Frmwk Download Full Version : http://killexams.com/pass4sure/exam-detail/70-549-csharp QUESTION: 170 You are an enterprise application

More information

Algorithm Design for MapReduce

Algorithm Design for MapReduce Algorithm Design for MapReduce CprE 419X, Spring 2014 Iowa State University Srikanta Tirthapura 2/4/14 CprE 419 X, Srikanta Tirthapura 1 Problem 0: Sum Find the sum and average of many input integers Write

More information

Internet Technology 2/10/2016

Internet Technology 2/10/2016 Internet Technology 03r. Application layer protocols: email Email: (Simple Mail Transfer Protocol) Paul Krzyzanowski Rutgers University Spring 2016 1 2 Simple Mail Transfer Protocol () Protocol defined

More information

Fairfax County Public Schools Program of Studies: 3.5.a.1, 3.5.a.2, Students pract ice. мин

Fairfax County Public Schools Program of Studies: 3.5.a.1, 3.5.a.2, Students pract ice. мин 1 План урока Multiplication Expand ed Algorithm Возрастная группа: 4, 5 Virginia - Mathematics Standards of Learning (2009): 3.5, 3.6, 5.4 Virginia - Mathematics Standards of Learning (2016): 3.3.b, 3.4.a,

More information

P œ ˆ ˆ_ ˆ«««L===========================? L============================= L===========================? 6 ˆ«. œ..

P œ ˆ ˆ_ ˆ«««L===========================? L============================= L===========================? 6 ˆ«. œ.. _ A cappea chorus version Moderato q Ritard 76 & 6 p unis 8 P _ J U J oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo (oo) oo oo When oo oo oo oo TENOR p L? 6 P 8 b U b Ĵ oo oo q 66 oo Love &

More information

Altersgruppe: Grade 4 Virginia - Mathematics Standards of Learning (2009): 3.10a, 3.9d,

Altersgruppe: Grade 4 Virginia - Mathematics Standards of Learning (2009): 3.10a, 3.9d, 1 U n t er r ich t splan Meter and Centimeter in Perimeter and Area Altersgruppe: Grade 4 Virginia - Mathematics Standards of Learning (2009): 3.10a, 3.9d, 5.8a, 6.10c Virginia - Mathematics Standards

More information

Riverside USD Scope and Sequence: 3.M D.5 a [3.9], 3.M D.5 b

Riverside USD Scope and Sequence: 3.M D.5 a [3.9], 3.M D.5 b 1 U n t er r ich t splan Introduction to Perimeter Altersgruppe: Grade 4, Grade 3 Texas - TEKS: G3.7.GM.B, G4.5.AR.C, G4.5.AR.D, G5.4.AR.H Riverside USD Scope and Sequence: 3.M D.5 a [3.9], 3.M D.5 b [3.9]

More information

Fairfax County Public Schools Program of Studies: 3.6.a.1, 3.6.a.2, Students pract ice. мин

Fairfax County Public Schools Program of Studies: 3.6.a.1, 3.6.a.2, Students pract ice. мин 1 План урока The Distributive Property Возрастная группа: 3 rd Grade, 4 t h Grade Virginia - Mathematics Standards of Learning (2009): 3.6, 5.19 Virginia - Mathematics Standards of Learning (2016): 3.4.a,

More information

FormFactory. Template based web forms. Wolfgang Friebel. Oct 10,

FormFactory. Template based web forms. Wolfgang Friebel. Oct 10, FormFactory Template based web forms Wolfgang Friebel Oct 10, 2005 1 Motivation CGI scripts are often used to collect information and send it by email or store the data in a database Frequently written

More information

SYSC Come to the PASS workshop with your mock exam complete. During the workshop you can work with other students to review your work.

SYSC Come to the PASS workshop with your mock exam complete. During the workshop you can work with other students to review your work. It is most beneficial to you to write this mock midterm UNDER EXAM CONDITIONS. This means: Complete the midterm in 1.5 hour(s). Work on your own. Keep your notes and textbook closed. Attempt every question.

More information

Students pract ice. min. E xpe ri e nc e aligning polygons with a grid to determine area. P rac t i c e finding area of triangles and quadrilaterals

Students pract ice. min. E xpe ri e nc e aligning polygons with a grid to determine area. P rac t i c e finding area of triangles and quadrilaterals 1 U n t er r ich t splan Calculating Area of Polygons Altersgruppe: Grade 4, Grade 3 Virginia - Mathematics Standards of Learning (2009): 3.10b, 3.9d Virginia - Mathematics Standards of Learning (2016):

More information

Texas - TEKS: G3.6.GM.B Riverside USD Scope and Sequence: 5.G.3 [5.6] Oklahoma Academic Standards Mathematics: 4.GM.1.2, 5.GM.1.1,

Texas - TEKS: G3.6.GM.B Riverside USD Scope and Sequence: 5.G.3 [5.6] Oklahoma Academic Standards Mathematics: 4.GM.1.2, 5.GM.1.1, 1 U n t er r ich t splan Classifying Quad rilaterals Altersgruppe: 4 t h Grade, 5 t h Grade Texas - TEKS: G3.6.GM.B Riverside USD Scope and Sequence: 5.G.3 [5.6] Oklahoma Academic Standards Mathematics:

More information

RMS FAQs Version Jan 2012

RMS FAQs Version Jan 2012 RMS FAQs Version 1.0.1 Jan 2012 1 P a g e CONTENTS HOW CAN I CHECK THAT AN EMAILED INVOICE HAS BEEN SENT PROPERLY OR RECEIVED?... 3 HOW DO I MARK INVOICES AS PAID IN RMS?... 3 HOW DO I CHANGE THE NAME

More information

Forelesning nr 5, m andag 16. sept em ber Chapt er 4, Net w ork Layer and Rout ing. Datakom høsten

Forelesning nr 5, m andag 16. sept em ber Chapt er 4, Net w ork Layer and Rout ing. Datakom høsten Dat ak om m unik asjon høst en 2002 Forelesning nr 5, m andag 16. sept em ber Chapt er 4, Net w ork Layer and Rout ing Datakom høsten 2002 1 Øvingsoppgaver ] Oppgaver 1 CIDR og subnetting ] IP Address

More information

The Australian Curriculum: ACM M G088 NSW Mathematics K-10 Syllabus: M A2-15 M G, M A2-15 M G.

The Australian Curriculum: ACM M G088 NSW Mathematics K-10 Syllabus: M A2-15 M G, M A2-15 M G. 1 U n t er r ich t splan Classifying Quad rilaterals Altersgruppe: Ye ar 4, Ye ar 5 The Australian Curriculum: ACM M G088 NSW Mathematics K-10 Syllabus: M A2-15 M G, M A2-15 M G. Victorian Curriculum:

More information

Students pract ice. min. E xpe ri e nc e aligning polygons with a grid to determine area

Students pract ice. min. E xpe ri e nc e aligning polygons with a grid to determine area 1 U n t er r ich t splan Calculating Area of Parallelograms Altersgruppe: Grade 4, Grade 3 Virginia - Mathematics Standards of Learning (2009): 3.10b, 3.9d Virginia - Mathematics Standards of Learning

More information

Altersgruppe: Grade 4 Virginia - Mathematics Standards of Learning (2009): 3.10a, 3.9d,

Altersgruppe: Grade 4 Virginia - Mathematics Standards of Learning (2009): 3.10a, 3.9d, 1 U n t er r ich t splan More Area and Perimeter (Yard s) Altersgruppe: Grade 4 Virginia - Mathematics Standards of Learning (2009): 3.10a, 3.9d, 5.8a, 6.10c Virginia - Mathematics Standards of Learning

More information

RIO BRAVO IP ENGINE OVERVIEW

RIO BRAVO IP ENGINE OVERVIEW CD - - - -6 CD - - - -6 CD - - - -6 SA S SA S SA S - - - -6 - - - -6 - - - -6 TO OL S - - - - 6 TO OL S - - - - 6 TO OL S - - - - 6 - - - -6 TRAFF TRAFF - - - -6 TRAFF - - - -6 CD - - - -6 CD - - - -6

More information

OpenMP on the IBM Cell BE

OpenMP on the IBM Cell BE OpenMP on the IBM Cell BE 15th meeting of ScicomP Barcelona Supercomputing Center (BSC) May 18-22 2009 Marc Gonzalez Tallada Index OpenMP programming and code transformations Tiling and Software cache

More information

EASTER VIGIL: EUCHARISTIC PRAYER 2

EASTER VIGIL: EUCHARISTIC PRAYER 2 EASTER VIGIL: EUCHARISTIC PRAYER 2 4 7 8 CELEBRANT CONGREGATION CELEBRANT The Lord be with you. And with your spi - rit. Lift up your hearts. ( 4)/C ( 4)/C G /D D CONGREGATION CELEBRANT CONGREGATION We

More information

CSDA Practice Exam Website

CSDA Practice Exam Website CSDA Practice Exam Website www.cdsaprep.com Elaboration1 Document Submitted to: Prof. Francis T. Marchese Submitted by: Date Version Author Summary of Changes Made 3/19/2012 1.0 Document Creation 3/26/2012

More information

COMPUTER SCIENCE 9608/41. Published

COMPUTER SCIENCE 9608/41. Published Cambridge International Examinations Cambridge International Advanced Level COMPUTER SCIENCE 9608/4 Paper 4 Written Paper May/June 206 MARK SCHEME Maximum Mark 75 Published This mark scheme is published

More information

B ar Code Manual. 772 Airport Blvd. Ann Arbor, MI Fax:

B ar Code Manual. 772 Airport Blvd. Ann Arbor, MI Fax: B ar Code Manual 772 Airport Blvd. Ann Arbor, MI 48108 734.665.1780 Fax: 734.665.6074 www.maintimizer.com 2 Table of Contents TABLE OF CONTENTS...3 INTRODUCTION...5 QUICK REFERENCE GUIDE...5 DEFINITIONS...5

More information

Virginia - Mathematics Standards of Learning (2009): 6.10d Virginia - Mathematics Standards of Learning (2016): 5.8.a, 5.8.b,

Virginia - Mathematics Standards of Learning (2009): 6.10d Virginia - Mathematics Standards of Learning (2016): 5.8.a, 5.8.b, 1 Lesson Plan Volume of a Rectangular Prism Age group: 5 t h Grade, 6t h Grade Virginia - Mathematics Standards of Learning (2009): 6.10d Virginia - Mathematics Standards of Learning (2016): 5.8.a, 5.8.b,

More information

VB. Microsoft. TS- Visual Studio Tools for 2007 MS Office System (VTSO)

VB. Microsoft. TS- Visual Studio Tools for 2007 MS Office System (VTSO) Microsoft 70-543-VB TS- Visual Studio Tools for 2007 MS Office System (VTSO) Download Full Version : https://killexams.com/pass4sure/exam-detail/70-543-vb LONDON. You need to grant permission for the add-in

More information

Altersgruppe: Grade 6 Virginia - Mathematics Standards of Learning (2009): 3.14, 5.8b,

Altersgruppe: Grade 6 Virginia - Mathematics Standards of Learning (2009): 3.14, 5.8b, 1 U n t er r ich t splan Nets of Rectangular Prisms Altersgruppe: Grade 6 Virginia - Mathematics Standards of Learning (2009): 3.14, 5.8b, 5.8c, 6.10d Virginia - Mathematics Standards of Learning (2016):

More information

Hi DISC: A Decoupled Architecture for Applications in Data Intensive Computing

Hi DISC: A Decoupled Architecture for Applications in Data Intensive Computing Hi DISC: A Decoupled Architecture for Applications in Data Intensive Computing Alvin M. Despain, Jean-Luc Gaudiot, Manil Makhija and Wonwoo Ro University of Southern California http://www-pdpc.usc.edu

More information

Navigating T hrough a W ork book

Navigating T hrough a W ork book Lesson 14 - Navigating Through a Workbook 175 Lesson 14 Navigating T hrough a W ork book Les s on Topics Moving Around a Workbook Using Panes Print Titles Multiple Windows of a Workbook Les s on Objectives

More information

Carley Foundry Customer Specifications Index

Carley Foundry Customer Specifications Index 01-SI-S-3-3224 - 0132-2030 10/02 02-5000 N 04-03-002 10 04-03-011 5 05-16 2-17-1989 0500-TS-001 06-03-004 16 06-03-015 3 074-6876-002 11-02 074-8432-119 6-28-02 2-O-01420 -- 3.O 4/1/86 4-74-4502 11 4-O-04188

More information

W1001PS43FD, W1001PB46FD, W1001PS46FD,

W1001PS43FD, W1001PB46FD, W1001PS46FD, Issue: Wi Fi will not connect after Windows 10 update. Dec. 28, 2017 Cause: Microsoft advises that during the current Windows 10 update, if your PC gets stuck or if power is interrupted, you may be asked

More information

Importing and Exporting Information

Importing and Exporting Information Importing and Exporting Information Importing and Exporting Information A Companion Document to Attendance Enterprise 1.6 2011, InfoTronics, Inc. All Rights Reserved. InfoTronics, Attendance, and Attendance

More information

SM15K - Interface modules

SM15K - Interface modules DELTA ELEKTRONIKA B.V. DC POWER SUPPLIES Vissersdijk 4, 4301 ND Zierikzee, the Netherlands www.deltapowersupplies.com Tel. +31 111 413656 SM15K - Interface modules Mod els Description INT MOD M/S-2 Master/Slave

More information

Binghamton University. CS-211 Fall Pointers to Pointers

Binghamton University. CS-211 Fall Pointers to Pointers Pointers to Pointers 1 Review: Arrays and Pointers A vector is a list of contiguous data items e.g. int grades[10]; is a list of 10 integers We can use the name of the vector as a pointer to the first

More information

Datawatch Monarch Release Notes Version January 19th, 2018

Datawatch Monarch Release Notes Version January 19th, 2018 Datawatch Monarch Release Notes Version 14.3.2 January 19th, 2018 MONARCH CLASSIC (MONARCH CLASSIC & MONARCH COMPLETE) MOD-3209 MOD-3214 MOD-3222 MOD-3229 Truncation issue with SUB characters embedded

More information

[U] rn rnfilr Mini-Computer

[U] rn rnfilr Mini-Computer v [U] rn rnfilr Mini-Compter D Bsiness Applications, Inc. I 2441 Honoll Avene 8 Montrose, California 91020 Telephone: (213) 957-2900 Telex: 194188 Sample Screens and Reports March 1982 i._i - BASE MATERIAL

More information

A New Method of Using Polytomous Independent Variables with Many Levels for the Binary Outcome of Big Data Analysis

A New Method of Using Polytomous Independent Variables with Many Levels for the Binary Outcome of Big Data Analysis Paper 2641-2015 A New Method of Using Polytomous Independent Variables with Many Levels for the Binary Outcome of Big Data Analysis ABSTRACT John Gao, ConstantContact; Jesse Harriott, ConstantContact;

More information

MODEL 528 SERIES DIGITAL COMMUNICATION STATION TABLE OF CONTENTS. Sec tion 1, Soft ware setup Sec tion 2, Hard ware setup...

MODEL 528 SERIES DIGITAL COMMUNICATION STATION TABLE OF CONTENTS. Sec tion 1, Soft ware setup Sec tion 2, Hard ware setup... TABLE OF CONTENTS DIGITAL COMMUNICATION STATION TABLE OF CONTENTS Sec tion 1, Soft ware setup...................... 1 Sec tion 2, Hard ware setup..................... 21 528SRM Internal Speaker Connections...........

More information

Introduction to Hive. Feng Li School of Statistics and Mathematics Central University of Finance and Economics

Introduction to Hive. Feng Li School of Statistics and Mathematics Central University of Finance and Economics Introduction to Hive Feng Li feng.li@cufe.edu.cn School of Statistics and Mathematics Central University of Finance and Economics Revised on December 14, 2017 Today we are going to learn... 1 Introduction

More information

The first tim e you use Visual Studio it is im portant to get the initial settings right. Load Visual Studio 2010 from the Start menu:

The first tim e you use Visual Studio it is im portant to get the initial settings right. Load Visual Studio 2010 from the Start menu: Visual Studio is an I nt egrated Developm ent Environm ent (I DE) for program m ing in Visual Basic (it can also do C# and C+ + but we will not be covering those). I t is perfectly possible to write Visual

More information

Virginia - Mathematics Standards of Learning (2009): 3.10b, 3.9d,

Virginia - Mathematics Standards of Learning (2009): 3.10b, 3.9d, 1 U n t er r ich t splan Calculating Area of Right Triangles Altersgruppe: Grade 4, Grade 3 Virginia - Mathematics Standards of Learning (2009): 3.10b, 3.9d, 5.8a Virginia - Mathematics Standards of Learning

More information

Lionbridge ondemand for Adobe Experience Manager

Lionbridge ondemand for Adobe Experience Manager Lionbridge ondemand for Adobe Experience Manager Version 1.1.0 Configuration Guide October 24, 2017 Copyright Copyright 2017 Lionbridge Technologies, Inc. All rights reserved. Published in the USA. March,

More information

TMCH Report March February 2017

TMCH Report March February 2017 TMCH Report March 2013 - February 2017 Contents Contents 2 1 Trademark Clearinghouse global reporting 3 1.1 Number of jurisdictions for which a trademark record has been submitted for 3 2 Trademark Clearinghouse

More information

Application of mobile agents in multiple online robots

Application of mobile agents in multiple online robots Application of mobile agents in multiple online robots Liam Cragg and Huosheng Hu Department of Computer Science, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, U.K. Proceedings of the 4th Int.

More information

Riverside USD Scope and Sequence: 4.N F.5 [4.2], 4.N F.6 [4.2] Oklahoma Academic Standards Mathematics: 4.D.1.2, 4.N.2.5,

Riverside USD Scope and Sequence: 4.N F.5 [4.2], 4.N F.6 [4.2] Oklahoma Academic Standards Mathematics: 4.D.1.2, 4.N.2.5, 1 Lesson Plan Converting Fractions to Decimals - 3 Decimal Places Age group: 4 t h Grade, 5 t h Grade Texas - TEKS: G4.2.N O.G, G4.3.N O.B, G4.3.N O.G Riverside USD Scope and Sequence: 4.N F.5 [4.2], 4.N

More information

Loop structures, counters and accumulators, and flags are explained

Loop structures, counters and accumulators, and flags are explained Chapt er 6 Loop St ruct ures and St rings Loop structures, counters and accumulators, and flags are explained in this chapter. Debugging techniques and the String class are also discussed. The while Statement

More information

Carley Foundry Customer Specifications Index

Carley Foundry Customer Specifications Index 01-SI-S-3-3224 - 0132-2030 10/02 02-5000 N 04-03-002 10 04-03-011 5 05-16 2-17-1989 0500-TS-001 06-03-004 16 06-03-015 3 074-6876-002 11-02 074-8432-119 6-28-02 2-O-01420 -- 3.O 4/1/86 4-74-4502 11 4-O-04188

More information

ECE2020 Test 3 Summer 2013 GTL

ECE2020 Test 3 Summer 2013 GTL ECE22 Te 3 Summer 213 GTL July 17,213 Name: Calculators not allowed. Show your work for any possible partial credit or in some cases for any credit at all (5 pages plus a diagram page, 1 possible points).

More information

Basics of Cryptography & Digital Certificates. Trusted Internet Services from VeriSign and SafeScrypt.

Basics of Cryptography & Digital Certificates. Trusted Internet Services from VeriSign and SafeScrypt. Basics of Cryptography & Digital Certificates Trusted Internet Services from VeriSign and SafeScrypt. I nt r oduct ion : T he s olution to pr oblems of identification, authentication, and pr ivacy in computer-based

More information

Common Business Challenges

Common Business Challenges Agenda 1. Recognize the challenges? 2. Who is responsible? 3. How poor Data Management affects your business 4. How Data Governance and Stewardship helps 5. Data Warehouse, IT and Data Governance 6. Data

More information

Data-Intensive Distributed Computing

Data-Intensive Distributed Computing Data-Intensive Distributed Computing CS 451/651 431/631 (Winter 2018) Part 8: Analyzing Graphs, Redux (1/2) March 20, 2018 Jimmy Lin David R. Cheriton School of Computer Science University of Waterloo

More information

Language Live! Levels 1 and 2 correlated to the Arizona English Language Proficiency (ELP) Standards, Grades 5 12

Language Live! Levels 1 and 2 correlated to the Arizona English Language Proficiency (ELP) Standards, Grades 5 12 correlated to the Standards, Grades 5 12 1 correlated to the Standards, Grades 5 12 ELL Stage III: Grades 3 5 Listening and Speaking Standard 1: The student will listen actively to the ideas of others

More information

Hadoop Map Reduce 10/17/2018 1

Hadoop Map Reduce 10/17/2018 1 Hadoop Map Reduce 10/17/2018 1 MapReduce 2-in-1 A programming paradigm A query execution engine A kind of functional programming We focus on the MapReduce execution engine of Hadoop through YARN 10/17/2018

More information

Text search. CSE 392, Computers Playing Jeopardy!, Fall

Text search. CSE 392, Computers Playing Jeopardy!, Fall Text search CSE 392, Computers Playing Jeopardy!, Fall 2011 Stony Brook University http://www.cs.stonybrook.edu/~cse392 1 Today 2 parts: theoretical: costs of searching substrings, data structures for

More information

Altersgruppe: Grade 2 Virginia - Mathematics Standards of Learning (2009): 1.12, 1.16, Virginia - Mathematics Standards of Learning (2016): 3.12.

Altersgruppe: Grade 2 Virginia - Mathematics Standards of Learning (2009): 1.12, 1.16, Virginia - Mathematics Standards of Learning (2016): 3.12. 1 U n t er r ich t splan Classify Polygons Based on Vertices, Ed ges and Angles Altersgruppe: Grade 2 Virginia - Mathematics Standards of Learning (2009): 1.12, 1.16, 2.16, 3.14, 4.12a, 4.12b Virginia

More information

BUF-PCI(PC), BUF-PCI(98) Features. Restriction. Block Diagram. Ver Convert Adapter Set BUF-PCI(PC) BUF-PCI(98)

BUF-PCI(PC), BUF-PCI(98) Features. Restriction. Block Diagram. Ver Convert Adapter Set BUF-PCI(PC) BUF-PCI(98) Ver. 1.13 BUF-PCI(PC), BUF-PCI(98) Convert Adapter Set BUF-PCI(PC) BUF-PCI(98) T he p r oduct is a b us conversi on adapter t hat allows you t o add ISA or C bus- equivalent exp ansion sl ot s by conn

More information

h p://

h p:// B4M36DS2, BE4M36DS2: Database Systems 2 h p://www.ksi.m.cuni.cz/~svoboda/courses/181-b4m36ds2/ Prac cal Class 5 MapReduce Mar n Svoboda mar n.svoboda@fel.cvut.cz 5. 11. 2018 Charles University, Faculty

More information

OPERATION MANUAL Card Reader Communication

OPERATION MANUAL Card Reader Communication KC-0001-06-SI 2001-Apr.-2 OPERATION MANUAL Card Reader Communication Protocol SCR-9xxF 9xxF-xR xr-xxxx xxxx NEURON Corporation Copying is prohibited without NEURON Corporation s permission This specification

More information

Chippewa Valley Technical College Criminal Background Check Initial Order Instructions

Chippewa Valley Technical College Criminal Background Check Initial Order Instructions Chippewa Valley Technical College Criminal Background Check Initial Order Instructions Chippewa Valley Technical College (CVTC) uses an online request company called CastleBranch for criminal background

More information

Improvement of placement effi ciency Placement effi ciency of Chip Resistor Array is two, four or eight times of the fl at type chip resistor

Improvement of placement effi ciency Placement effi ciency of Chip Resistor Array is two, four or eight times of the fl at type chip resistor Chip Resistor Array ype: EX1 : 001 Array EX : 00 Array EX3 : 0603 Array EXN: 00 Array EX : 0603 Array EXS : 005 Array Features High density resistors in 0. mm 0.6 mm size (EX1) resistors in 1. mm 0.6 mm

More information

Programming Models MapReduce

Programming Models MapReduce Programming Models MapReduce Majd Sakr, Garth Gibson, Greg Ganger, Raja Sambasivan 15-719/18-847b Advanced Cloud Computing Fall 2013 Sep 23, 2013 1 MapReduce In a Nutshell MapReduce incorporates two phases

More information

KillTest *KIJGT 3WCNKV[ $GVVGT 5GTXKEG Q&A NZZV ]]] QORRZKYZ IUS =K ULLKX LXKK [VJGZK YKX\OIK LUX UTK _KGX

KillTest *KIJGT 3WCNKV[ $GVVGT 5GTXKEG Q&A NZZV ]]] QORRZKYZ IUS =K ULLKX LXKK [VJGZK YKX\OIK LUX UTK _KGX KillTest Q&A Exam : CCD-410 Title : Cloudera Certified Developer for Apache Hadoop (CCDH) Version : DEMO 1 / 4 1.When is the earliest point at which the reduce method of a given Reducer can be called?

More information

Universidade de Santiago de Compostela. Perldoop v0.6.3 User Manual

Universidade de Santiago de Compostela. Perldoop v0.6.3 User Manual Universidade de Santiago de Compostela Perldoop v0.6.3 User Manual José M. Abuín Mosquera Centro de Investigación en Tecnoloxías da Información (CiTIUS) November 17, 2014 Contents 1 Introduction 1 2 Perldoop

More information

More on SQL Nested Queries Aggregate operators and Nulls

More on SQL Nested Queries Aggregate operators and Nulls Today s Lecture More on SQL Nested Queries Aggregate operators and Nulls Winter 2003 R ecom m en ded R eadi n g s Chapter 5 Section 5.4-5.6 http://philip.greenspun.com/sql/ Simple queries, more complex

More information

I_; [U]rnUJilI. Sample Screens & Reports April BILL OF MATERIALS PROCESSOR in DIBOL: ._! ,.,.; ...; ...) ,.,.; Indented Where-used ...,) ..

I_; [U]rnUJilI. Sample Screens & Reports April BILL OF MATERIALS PROCESSOR in DIBOL: ._! ,.,.; ...; ...) ,.,.; Indented Where-used ...,) .. I_; v [U]rnUJilI Sample Screens & Reports April 1981 ~ BILL OF MATERIALS PROCESSOR in DIBOL: ~._!,.,.;...;...),.,.; Indented Where-used...,).._,,' v. Sample Screen Formats for Bill of Mateilal Processor-DIBOL

More information

Hadoop An Overview. - Socrates CCDH

Hadoop An Overview. - Socrates CCDH Hadoop An Overview - Socrates CCDH What is Big Data? Volume Not Gigabyte. Terabyte, Petabyte, Exabyte, Zettabyte - Due to handheld gadgets,and HD format images and videos - In total data, 90% of them collected

More information

. ).-... I s 0 4 i o s ) ( i. Name CA K44-14". Block 3-4B: Linear Programming Homework

. ).-... I s 0 4 i o s ) ( i. Name CA K44-14. Block 3-4B: Linear Programming Homework Name CA K44-14". Block 3-4B: Linear Programming Homework 1. An electronics company makes two kinds of TV's: LCD and plasma. Let x be the number of LCD TV's and y be the number of plasma TV's made in a

More information

CSE 484 / CSE M 584 Computer Security. TA: Jared Moore

CSE 484 / CSE M 584 Computer Security. TA: Jared Moore CSE 484 / CSE M 584 Computer Security TA: Jared Moore jlcmoore@cs Logistics Lab #1 due next Friday Today: Lab 1 questions. Authentication grab bag. (if time) Cryptography Password Salting Servers shouldn

More information

CS 416: Operating Systems Design 4/24/2014

CS 416: Operating Systems Design 4/24/2014 Operating Systems Design 14. Special File Systems Log Structured File Systems Paul Krzyzanowski pxk@cs.rutgers.edu 1 2 NAND flash memory Problems with conventional file systems Memory arranged in pages

More information

ECS 10 Concepts of Computation Example Final Problems

ECS 10 Concepts of Computation Example Final Problems ECS 10 Concepts of Computation Example Final Problems 1. Here is a little program, not necessarily correct. ages= {} ages["cat"]=4 if 4 in ages: print ages[4] This program will... a) print cat b) print

More information

Hadoop On Demand: Configuration Guide

Hadoop On Demand: Configuration Guide Hadoop On Demand: Configuration Guide Table of contents 1 1. Introduction...2 2 2. Sections... 2 3 3. HOD Configuration Options...2 3.1 3.1 Common configuration options...2 3.2 3.2 hod options... 3 3.3

More information

E xpe ri e nc e manipulating triangles on a coordinate grid

E xpe ri e nc e manipulating triangles on a coordinate grid 1 U n t er r ich t splan Triangles on the Coord inate Grid Altersgruppe: Grade 6 Virginia - Mathematics Standards of Learning (2009): 6.11a, 6.11b Virginia - Mathematics Standards of Learning (2016): 6.8.a,

More information

JIRA Standard Client. Objectives

JIRA Standard Client. Objectives JIRA Standard Client Objectives Introduction Standard JIRA Client Access User profiles Types of issue Functional Support Corrective Feature Request Big Feature Request Parameters and issues window of the

More information

Bring Your Language (and libraries) to Your Data

Bring Your Language (and libraries) to Your Data Bring Your Language (and libraries) to Your Data Stefan Mandl, Oleksandr Kozachuk, Jens Graupmann 2016 EXASOL AG What is EXASOL? a column store, massively parallel processing (MPP), in-memory analytic

More information

Architectural Design

Architectural Design Architectural Design Establishing the overall structure of a software system Ian Sommerville - Software Engineering 1 Software architecture The design process for identifying the sub-systems making up

More information

Thuraya XT-LITE Simple. Reliable. Affordable.

Thuraya XT-LITE Simple. Reliable. Affordable. Thuraya XT-LITE Simple. Reliable. Affordable. P.O. Box. 410095, Dubai. United Arab Emirates. Tel: +971 (4) 452 6633, Fax: +971 (4) 452 6644 www.cygnustelecom.com info@cygnustelecom.com /cygnustel /cygnustelecom

More information

sqoop Automatic database import Aaron Kimball Cloudera Inc. June 18, 2009

sqoop Automatic database import Aaron Kimball Cloudera Inc. June 18, 2009 sqoop Automatic database import Aaron Kimball Cloudera Inc. June 18, 2009 The problem Structured data already captured in databases should be used with unstructured data in Hadoop Tedious glue code necessary

More information

Axesstel Fixed Wireless Phone CDMA PX340G. User Manual

Axesstel Fixed Wireless Phone CDMA PX340G. User Manual Axesstel Fixed Wireless Phone CDMA User Manual TABLE OF CONTENTS 1 GENERAL INTRODUCTION... 1 2 IMPORTANT INFORMATION... 2 3 PRODUCT OVERVIEW... 3 3.1 PACKING LIST...3 3.2 PRODUCT INTRODUCTION...3 3.2.1

More information

Write a code fragment that prints yes if xc is in the interval and no if it is not.

Write a code fragment that prints yes if xc is in the interval and no if it is not. CS2 Lecture 4 28/9/9 Previous Lecture: Branching Logical operators oday s Lecture: Logical operators and values More branching nesting he idea of repetition Announcements: Section this week in the computer

More information

The Introduction of Management of Trustworthiness Software Resource

The Introduction of Management of Trustworthiness Software Resource 可信 共享 协同 The Introduction of Management of Trustworthiness Software Resource Junfeng ZHAO Peking University, CHINA 2011.10.11 Contents 1 Introduction & Current status of TSRR 2 Trustworthiness Resource

More information

OPTIMIZATION OF DELIVERIES FROM DISTRIBUTION POINTS

OPTIMIZATION OF DELIVERIES FROM DISTRIBUTION POINTS OPTIMIZATION OF DELIVERIES FROM DISTRIBUTION POINTS We solve an optimization problem involving the assignment of transport routes to a delivery point. The general and particular cases of the optimization

More information

Click Stream Data Analysis Using Hadoop

Click Stream Data Analysis Using Hadoop Governors State University OPUS Open Portal to University Scholarship All Capstone Projects Student Capstone Projects Spring 2015 Click Stream Data Analysis Using Hadoop Krishna Chand Reddy Gaddam Governors

More information

Case Study Committed to Connecting the World ITU WORLD TELECOMMUNICATION DEVELOPMENT CONFERENCE 2014

Case Study Committed to Connecting the World ITU WORLD TELECOMMUNICATION DEVELOPMENT CONFERENCE 2014 Case Study Committed to Connecting the World ITU WORLD TELECOMMUNICATION DEVELOPMENT CONFERENCE 2014 DESTINATION OF CHOICE Challenge All eyes were on Dubai World Trade Centre as it hosted the sixth International

More information

Quadrilaterals and Their Properties

Quadrilaterals and Their Properties Quadrilaterals and heir Properties 4-gon Hypothesis Lesson 15-1 Kites and riangle Midsegments IVIY 15 Learning argets: evelop properties of kites. Prove the riangle Midsegment heorem. SUGGS LRNING SRGIS:

More information

Riverside USD Scope and Sequence: 4.G.2 [4.7 ], 4.G.2 [4.8] Oklahoma Academic Standards Mathematics: 4.A.1.3, 4.GM.1.2,

Riverside USD Scope and Sequence: 4.G.2 [4.7 ], 4.G.2 [4.8] Oklahoma Academic Standards Mathematics: 4.A.1.3, 4.GM.1.2, 1 U n t er r ich t splan Classifying Triangles Altersgruppe: Grade 5, Grade 4 Texas - TEKS: G4.6.GM.C, G6.8.E E R.A, G6.8.E E R.B Riverside USD Scope and Sequence: 4.G.2 [4.7 ], 4.G.2 [4.8] Oklahoma Academic

More information