Hadoop & SAS Data Loader for Hadoop

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1 Turning Data into Value Hadoop & SAS Data Loader for Hadoop Sebastiaan Schaap Frederik Vandenberghe

2 Agenda What s Hadoop SAS Data management: Traditional In-Database In-Memory The Hadoop analytics lifecycle SAS Data Loader for Hadoop Demo

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6 Market trends How much does this drive cost? 3 TB TODAY $ $ $3, $33, $3,360, $33,600, $315,000, $1,312,500,000

7 Tech trends How long does it take to read 3 TB? 3 TB 1 disk 4.17 hr. 100 disks 2.5 min 1000 disks 15 sec

8 What is it? Distributed processing of large data sets across clusters of computers using simple programming models Single or multiples machines Data processing framework and a distributed file system for data storage (HDFS)

9 Traditional vs. In-Database vs. In-memory Traditional SAS In-Database In-Memory Data Store Data Store Data Store Data Data Data Memory SAS SAS SAS Even with In-Database processing there will still be some work performed on the SAS server Even with In-Database processing there will still be some work performed on the SAS server These approaches are complementary & can be combined for maximum effect

10 SAS and Hadoop SAS accesses and extracts data from Hadoop to a SAS server for processing, and writes results back SAS accesses and processes Hadoop data on SAS Servers while keeping the data and computations massively parallel SAS processes data directly in the Hadoop cluster

11 The Hadoop analytics lifecycle SAS Visual Analytics EVALUATE / MONITOR RESULTS IDENTIFY / FORMULATE PROBLEM DATA PREPARATION SAS/Access to Hadoop SAS DI & Federation Server SAS ESP SAS Data Loader SAS Visual Analytics SAS Visual Statistics SAS In-Memory Statistics for Hadoop SAS Scoring Accelerator for Hadoop SAS Code Accelerator for Hadoop SAS Code Accelerator for Loader DEPLOY MODEL DATA EXPLORATION SAS/Access to Hadoop VALIDATE MODEL TRANSFORM & SELECT SAS DI & Federation Server Done using either the Data Preparation, SAS Data Exploration Loader or Build Model Tools SAS DQ Accelerator for Hadoop Done using the Build Model Tools and other checks BUILD MODEL SAS High Performance Analytics Offerings supported by relevant clients like SAS Enterprise Miner, SAS/STAT etc.

12 DEPLOY & MONITOR The Hadoop analytics lifecycle SAS/ACCESS SAS Data Management SAS Federation Server SAS Event Stream Processing SAS Data Loader for Hadoop SAS Data Quality Accelerator for Hadoop SAS Code Accelerator for Hadoop MANAGE DATA DATA EXPLORE SAS Data Loader for Hadoop SAS Visual Analytics SAS In-memory Statistics for Hadoop TEXT SAS Scoring Accelerator for Hadoop SAS Decision Manager SAS Visual Analytics DEVELOP MODELS SAS High Performance Analytics Products SAS Visual Statistics SAS In-memory Statistics for Hadoop

13 SAS Data Management Platform works seamlessly across Hadoop SAS Event Stream Processing Engine Access to HDFS, Hadoop scripting (Pig, Map Reduce ) and HIVE/Cloudera Impala through SAS coding and GUI + Reuse of DQ and ETL/ELT processing Hadoop Accelerated Clients BAU SAS DM clients SAS DI Studio All other DM Clients SAS/Access to Hadoop, SAS/Access to Impala, Other clients Third party clients + SAS BI + SAS Analytics + SAS Solutions Data virtualization & masking across Hadoop and other data stores BASE SAS, SAS Federation Server Self-service data manipulation in Hadoop + Loading into LASR RDBMS Web Based DM interface for Hadoop Bring streaming data from various sources into Hadoop and/or the RDBMS or generate events before data hits downstream store On-Hadoop data processing

14 SAS IN-DATABASE FOR HADOOP SAS Data Loader for Hadoop Code Accelerator for Hadoop Data Quality Accelerator for Hadoop Data Loader, the UI Scoring Accelerator for Hadoop Separately licensed product

15 Sas data loader for Hadoop Point & Click User Menus a new SAS Web-based Business user interface Little or no Hadoop experience needed Self-Service UI HTML 5 Interface Enables Self-Service approach to managing data in Hadoop environment

16 Web Based Data Management interface for Hadoop Capabilities Benefits Browser-based + point and click self-service approach No knowledge of Hadoop or SAS is required) Access and view data in Hadoop Query, filter, transform, summarize the data Load data into tables as well as SAS LASR SAS Data Quality Accelerator for Hadoop enable the casual user Improve data quality Minimize movement of data SAS Data Quality Accelerator for Hadoop and SAS Code Accelerator for Hadoop run in the Hadoop cluster

17 SAS Data Loader for Hadoop What is it? Web-based interface Easy-to-use HTML5 Execute code on the Hadoop cluster DS2, Hive and Data Quality Load data into SAS LASR server vapp

18 SAS Data Loader for Hadoop What is it? Non-IT or Business person Easy to configure (small configuration list)

19 vapp What is a vapp vapp stands for virtual Application Fully functional appliance containing a specific set of SAS Software Plug-and-Play environment Some vapp examples : SAS University Edition, SAS Data Loader and Visual Analytics 6,2 (Cloud only)

20 vapp Operating System Applications CPU vapp Ledger RAM Storage SAS Solution Network

21 vapp How does it integrate with the rest of the environment? Instructions Instructions/queries SAS Data Loader For Hadoop Registers Loaded LASR tables only Desktop Metadata Data

22 Sas data loader for Hadoop Client-Side requirements Laptop or desktop running Windows 7 (64-bit) 8 GB RAM minimum (16 GB preferred) HyperThreading enabled in the BIOS (VT-x or AMD-v) 20 GB of free disk space Capable of installing and running VMware 6 or 6+ Internet Explorer 9+, Firefox 14+, or Chrome 21+

23 SAS Data Loader for Hadoop Installation process Installation Pre-requisites Deploy Integrate Test VMWare Player Shared Folder Application page Navigate in Hadoop SAS Software Depot Hadoop Cluster SAS Embedded Process Firewall VM Configuration & deploy Startup Apply SAS License Hadoop configuration inside the Data Loader Optional : LASR Configuration Do a transformation Filter & query Run SAS Code Load to LASR

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25 Key take-aways Existing SAS customers can leverage their SAS skills and existing data management assets developed with SAS when using Hadoop SAS Data Management provides the flexibility to work with Hadoop as a new data store alongside traditional data stores using a single platform SAS Data Management graphical user interfaces accelerate the adoption of Hadoop

26 Turning Data into Value

27 SAS & Hadoop, getting the value out of Big Data Big Data + Hadoop = Big Data Collection for the technical user Big Data + Hadoop + SAS = Accessibility for everybody in the organization Business users consume the big Hadoop data Business analysts explore & visualize Data Scientists develop and deploy analytical models Decisions built on fact based analytical insights into all of the data NEW workshop SAS & Hadoop, getting the value out of Big Data 18 Nov All details on

28 SAS & Hadoop, getting the value out of Big Data Big Data + Hadoop = Big Data Collection for the technical user Big Data + Hadoop + SAS = Accessibility for everybody in the organization Business users consume the big Hadoop data Business analysts explore & visualize Data Scientists develop and deploy analytical models Decisions built on fact based analytical insights into all of the data NEW workshop SAS & Hadoop, getting the value out of Big Data 18 Nov All details on

29 SAS Forum Twitter Contest Tweet to win prizes! 5. Which are the 2 core components of every Hadoop installation? A. HDFS & Hive B. Cloudera & HDFS C. HDFS & MapReduce Tweet your answer: Prizes to win: 5X 1 st prize: a ticket for Analytics nd prize: a book of Prof Bart Baesens: Analytics in a big data world 3 rd to 30 th prize: chocolates with pepper Start of your tweet Question # Your answer Winners will be contacted post-forum!

30 Turning Data into Value

31 SAS Data Loader for Hadoop A new SAS Web-based Business user interface Point & Click User Menus Little or no Hadoop experience needed Self-Service UI HTML 5 Interface Enables Self-Service approach to managing data in Hadoop environment

32 SAS Data Loader for Hadoop Transform Data in Hadoop Filtering Rules Column Selections Aggregation No coding, scripting or specialized skills required

33 SAS Data Loader for Hadoop Query Hadoop data Select Source Tables Apply Query Criteria See subset of data in Table Viewer Simple Drag & Drop approach to Query Data inside Hadoop

34 SAS Data Loader for Hadoop Profile Hadoop Data Select Source Table View Reports in Column Display View Reports in Table Display Run standard metrics on data inside Hadoop and generate reports

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37 View Data

38 SAS Data Loader for Hadoop Copy Data to distributed sas lasr server Select Source Table Copy Data To distributed SAS LASR Servers Visualize Data SAS Visual Analytics Explore Hadoop data quickly and easily for faster insights Optional

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