Koji Shinkubo, profile picture
Uploaded byKoji Shinkubo
PDF, PPTX1,761 views

関西DB勉強会 (SAP HANA, express edition)

The document discusses SAP HANA, express edition (HXE), a free software package that allows users to run an SAP HANA database on their local machine or cloud instance. It provides an overview of HXE's key capabilities and limitations, how to download, install, and manage an HXE system, and differences between the HXE server-only and full applications versions. Examples of using HXE administration and development tools like hdbsql and SAP HANA Studio are also provided.

Embed presentation

Download as PDF, PPTX
Dec.16.2017 PUBLIC 7 DB () SAP HANA SAP
2PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA SAP HANA, express edition SAP HANA SAP HANA SAP HANA SAP HANA SAP HANA, express edition
3PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ - SAP HANA Platform SAP HANA - SAP HANA, express edition PC-SAP HANA, express edition - SAP HANA - SAP HANA - OS (Multitenant Database Container) - - HTAP Translytical Processing ( ) - - - SAP HANA Transaction Isolation SAP HANA - Smart Data Access- - SAP HANA Oracle - Smart Data Integration- - SAP HANA Oracle - SAP HANA - Advanced Analytical Processing - Predictive Analysis Library (PAL) - PAL- - SAP HANA - SAP HANA - - SAP HANA
4PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Platform ++ SAP OLTP + OLAPONE Open Platform ONE Copy of the Data or * : In-Memory/on Disk Relational SAP Vora Graphic Modeler Series Data Graph Document Store Object Storage (Amazon S3, Azure Blob Storage) Hadoop (Any Hadoop, Azure Data Lake) 3rd party Data Source/Target SAP Data Hub Cockpit Pipeline Security & Governance Data Share DATABASE MANAGEMENT Web Server JavaScript Graphic Modeler Data Virtualization ETL & Replication Columnar OLTP+OLAP Multi-Core & Parallelization Advanced Compression Multi-tenancy Multi-Tier Storage Graph Predictive Search Data Quality Series Data Business Functions Hadoop & Spark Integration Application Lifecycle Management High Availability & Disaster Recovery OpennessData Modeling Admin & Security Remote Data Sync Spatial Text Analytics Fiori UX APPLICATION DEVELOPMENT DATA INTEGRATION & QUALITYADVANCED ANALYTICAL PROCESSING SAP HANA Platform Streaming Analytics Machine Learning
5PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP ranked as a LEADER The Forrester Wave™: Translytical Data Platforms, Q4 2017 SAP Translytical Data Platforms Wave SAP 18 5/5 The Forrester Wave™: Translytical Data Platforms, Q4 2017,Noel Yuhanna and Mike Gualtieri with Gene Leganza and Jun Lee , 28 November 2017 Read the full report "The Forrester Wave™ is copyrighted by Forrester Research, Inc. Forrester and Forrester Wave™ are trademarks of Forrester Research, Inc. The Forrester Wave™ is a graphical representation of Forrester's call on a market and is plotted using a detailed spreadsheet with exposed scores, weightings, and comments. Forrester does not endorse any vendor, product, or service depicted in the Forrester Wave. Information is based on best available resources. Opinions reflect judgment at the time and are subject to change." • Architecture • Data management • Data types • Development tools • Data modeling • Transactions • Analytical queries • Advanced analytics • Streaming • Data Security • Performance features • Ability to execute • Roadmap • Implementation support • Product revenue • Install base • Market awareness • Partnerships
SAP HANA / / SAP HANA, express edition
7PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA, express edition § ( ) SAP HANA § § SAP HANA SAP HANA, express edition
8PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA, express edition SAP HANA § 32 GB ( ) § – ( 16 GB ) – SAP Cloud Appliance Library(CAL) (AWS or Azure) – Public Cloud (AWS, Azure, GCP …) § SAP Community § 128 GB ( ) § – 128 GB – § SAP § JDBC, ODBC, .Net § SAP HANA § PC
9PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ ? SAP HANA, express edition 1. SAP Developer Center SAP HANA, express edition Download Manager https://www.sap.com/japan/developer/topics/sap-hana-express.html 2. ( or ) * 16GB 3. SAP HANA, express edition 4. PC & Ÿ SAP Cloud Appliance Library(CAL) SAP http://cal.sap.com * * Ÿ /Market Place SAP HANA, express edition * * 2017.12
10PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA, express edition § SUSE Linux Enterprise Server (SLES) for SAP Red Hat Enterprise Linux (RHEL) for SAP SAP HANA, express edition § ( )SAP HANA XSA (Extended Application Services, advanced model) § Windows Mac SAP HANA, express edition SLES for SAP § : – SAP HANA server only – SAP HANA server + application (SAP HANA XSA)
11PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA, express edition 2 SAP HANA express edition server only SAP HANA express edition server + application / SQL hdbsql SAP HANA studio (Eclipse + SAP HANA plugin) SAP Web IDE (based on XSA) SAP HANA, express edition SQL, JDBC/ODBC, ADO.Net, HTTP(s) (REST/OData), Web Sockets (MDC) SAP HANA data integration * SDI DB DB DB Web based Development Workbench (based on XSC) SAP HANA cockpit (based on XSA) server only server + application Extended Application Services, advanced model Node.js / XSJS BYO RuntimeJava (SDA) ETL (SDI) CDC based Replication (SDI)
12PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition ( ) https://www.sap.com/japan/developer/topics/sap-hana-express.html
13PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition SAP HANA, express edition Download Manager Mac (Java 8 ) * OS
14PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition SAP HANA, express edition * Mac Server only + application + application 24GB 2
15PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition SAP HANA, express edition ( )
16PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ DATABASE MANAGEMENT Web Server JavaScript Graphic Modeler Data Virtualization ETL & Replication Columnar OLTP+OLAP Multi-Core & Parallelization Advanced Compression Multi-tenancy Multi-Tier Storage Graph Predictive Search Data Quality Series Data Business Functions Hadoop & Spark Integration Application Lifecycle Management High Availability & Disaster Recovery OpennessData Modeling Admin & Security Remote Data Sync Spatial Text Analytics Fiori UX APPLICATION DEVELOPMENT DATA INTEGRATION & QUALITYADVANCED ANALYTICAL PROCESSING SAP HANA Platform Streaming Analytics SAP HANA, express edition OLTP + OLAPONE Open Platform ONE Copy of the Data DATABASE MANAGEMENT Web Server JavaScript Graphic Modeler Data Virtualization ETL & Replication Columnar OLTP+OLAP Multi-Core & Parallelization Advanced Compression Multi-tenancy Multi-Tier Storage Graph Predictive Search Data Quality Series Data Business Functions Hadoop & Spark Integration Application Lifecycle Management High Availability & Disaster Recovery OpennessData Modeling Admin & Security Remote Data Sync Spatial Text Analytics Fiori UX APPLICATION DEVELOPMENT DATA INTEGRATION & QUALITYADVANCED ANALYTICAL PROCESSING SAP HANA, express edition Streaming Analytics
SAP HANA
18PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA OS ( ): SID( 3 ) SAP HANA, express edition HXE SAP HANA OS SID <sid>adm SAP HANA, express edition ”HXEHana1” OS (* ) SAP HANA : SAP HANA : hxeadm> HDB start hxeadm> HDB stop
19PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA OS SAP HANA : ps : SAP HANA nameserver indexserver hxeadm> HDB info hxeadm> ps -fu hxeadm UID PID PPID C STIME TTY TIME CMD hxeadm 1488 1 0 21:24 ? 00:00:00 /usr/lib/systemd/systemd –user hxeadm 1490 1488 0 21:24 ? 00:00:00 (sd-pam) hxeadm 1573 1 0 21:24 ? 00:00:00 /usr/sap/HXE/HDB90/exe/sapstartsrv pf=/usr/sap/HXE/SYS/profile hxeadm 1662 1 0 21:24 ? 00:00:00 sapstart pf=/usr/sap/HXE/SYS/profile/HXE_HDB90_hxehost hxeadm 1706 1662 0 21:24 ? 00:00:01 /usr/sap/HXE/HDB90/hxehost/trace/hdb.sapHXE_HDB90 -d -nw -f /u hxeadm 1727 1706 5 21:24 ? 00:00:40 hdbnameserver hxeadm 1906 1706 5 21:24 ? 00:00:38 hdbcompileserver hxeadm 1937 1706 17 21:24 ? 00:01:57 hdbindexserver -port 39003 hxeadm 1939 1706 4 21:24 ? 00:00:29 hdbscriptserver -port 39040 hxeadm 2375 1706 3 21:25 ? 00:00:19 hdbwebdispatcher hxeadm 2861 2858 0 21:35 ? 00:00:00 sshd: hxeadm@pts/0 hxeadm 2862 2861 0 21:35 pts/0 00:00:00 –bash hxeadm 2923 2862 0 21:35 pts/0 00:00:00 ps -fu hxeadm
20PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA( SAP HANA (MDC) compileserver scriptserver webdispatcher nameserver indexserver preprocessor ( MDC(System DB) DB (MDC(Tenant DB) ( ( OS hdbindexserver indexserver hdbnameserver nameserver hdbpreprocessor preprocessor hdbcompileserver compileserver hdbscriptserver scriptserver SAP Web hdbwebdispatcher webdispatcher SAP start service sapstartsrv sapstartsrv SQLScript ( AFL( XS (HTTP(S) ( (2 ( *
21PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ Schema X Tenant DB SAP HANA Instance App X Schema X App Y Tenant DB HW OS System DB § SID § § (CPU ) § § § § SAP HANA 2.0 SPS01 MDC § System DB ( ) ( Tenant DB ) SAP HANA (Multitenant Database Container)
22PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (hdbsql ) hdbsql SAP HANA : System DB : -j: SQL OS -m: -z: off Tenant DB (HXE) hxeadm> hdbsql -n <host> -i <instance#> -d <db> -u <user> -p <password> [options] hxeadm> hdbsql -n localhost -i 90 -d systemdb -u system -p <password> -j -m -z hxeadm> hdbsql -n localhost -i 90 -d hxe -u system -p <password> -j -m -z
23PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (SAP HANA studio) eclipse SAP HANA https://www.sap.com/developer/how-tos/2016/09/hxe-howto-eclipse.html Add System...
24PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (SAP HANA studio) System DB :
25PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (SAP HANA studio) Tenant DB (HXE) :
26PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA * SAP HANA = = • • *Undo • ( ) • ( = ) REDO (WAL) REDO § • ( ) • ( 300 * ) • ( ) • = REDO (WAL) - Log Buffer FULL - Commit/Rollback (Shadow Paging) SAP HANA UNDO DATAREDO Log Buffer Row Store Column Store
27PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA ”DATA” ”LOG” SAP HANA ” ”
28PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA : ? 1: HANAO Tenant DB HXE 2: 3: (indexserver) hxeadm> hdbsql -n localhost -i 90 -d hxe -u hanao -p <password> -j -m -z hdbsql hxe=> CREATE COLUMN TABLE HANAO_TAB (ID INT); hxeadm> date;ls -l /hana/shared/*/HXE/mnt00001/hdb00002.00003/|grep -v __DO_NOT
29PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: INSERT 2: hdbsql hxe=> INSERT INTO HANAO_TAB VALUES (1); hdbsql hxe=> COMMIT; ?
30PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA ? 1: SAVEPOINT SYSTEM è hdbsql ¥c -u system -p <password>) 2: hdbsql hxe=> ALTER SYSTEM SAVEPOINT; (
31PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA HTAP Translytical Processing ( ) SAP HANA( ) DML Consistent View ( ) INSERT/UPDATE/DELETE Append ( ) Read / DELETE Isolation Level(MVCC) ( ) ( ) ( )
32PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA + • • + • • Prefix Encoding • • Run Length Encoding (RLE) • ( ( + • Linear Run Length Encoding (LRLE) • Series • Cluster Encoding • ) 1 • Sparse Encoding • • Indirect encoding • ) Order Country Product Sales 456 France corn 1000 457 Italy wheat 900 458 Spain rice 600 459 Italy rice 800 460 Denmark corn 500 461 Denmark rice 600 462 Belgium rice 600 463 Italy rice 1100 … … … … Logical Table 1 corn 2 rice 3 wheat 1 3 2x2 1 3x2 … 1 3 2 2 1 2 2 2 …
33PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ Name Miller John Millman Zsuwalski Baker Miller Jones Miller Johnson John Millman Name 4 1 5 N 0 4 3 4 2 1 5 Value ID 0 Baker 1 John 2 Johnson 3 Jones 4 Miller 5 Millman N Zsuwalski … Value ID SAP HANA
34PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ Prefix Encoding 4 4 4 4 4 4 4 4 3 5 3 1 1 0Uncompressed 8 4 3 5 3 1 1 0Prefixed Encoded Run-Length Encoding 5 5 5 4 4 4 4 3 3 2 2 2 2 2Uncompressed 5 4 3 2Run-Length Encoded 0 3 7 9 Cluster Encoding 4 4 4 4 4 4 4 3 3 0 0 0Uncompressed 4 4 4 3 3 0Cluster Encoded N=4, Cluster size = 3 Bit Vector 1 1 0 1 1 Sparse Encoding 4 4 4 3 3 1 0 0 0 4 4 4 4 0Uncompressed 4 3 3 1 0 0 0 0Cluster Encoded Bit Vector 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 SAP HANA
35PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ Indirect Encoding 2 1 576 9 1 2 2 9 88 21 3 19 46 79 45 13 9 6 9 6 3 6 9 3Uncompressed Compressed Block size = 8 1 0 3 2 0 1 1 2 88 21 3 19 46 79 45 13 2 1 2 1 0 1 2 0 0 1 1 2 2 9 3 576 0 3 1 6 2 9 Dictionary for block#1 Dictionary for block#3 block#2 SAP HANA
36PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: : 2: off: 3: IMPORT ( ) CREATE COLUMN TABLE SAMPLE_TABLE (SEX NVARCHAR(1)); ALTER TABLE SAMPLE_TABLE DISABLE AUTOMERGE; hxeadm> cat /tmp/data.csv | head -n 5 男 女 女 女 女
37PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA ( ) 3: IMPORT 4: IMPORT FROM CSV FILE '/tmp/data.csv' INTO SAMPLE_TABLE WITH RECORD DELIMITED BY '¥n' FIELD DELIMITED BY ',' THREADS 2 BATCH 10000;
38PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA ( ) 5: ( ) 6: MERGE DELTA OF SAMPLE_TABLE; (0 à 252,363)
39PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: ( ) 2: MERGE DELTA OF SAMPLE_TABLE WITH PARAMETERS ('OPTIMIZE_COMPRESSION' = 'ON'); (252,363 à 2,443) ”DEFAULT” ”RLE”
40PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation Q1 : (R)#1 REPEATABLE READ : (R)#2 READ COMMITTED : (W)#3 TX1 U1 Q2 Q3 Q4 Q5 Q6 TX2 U2 U3 TX3 U4 U5 U6 I1 Qx Ux : : Ix : SAP HANA READ COMMITTED MVCC : : REPEATABEL READ MVCC : : SERIALIZABLE MVCC : : : SAP HANA REPEATABLE READ SERIALIZABLE : :
41PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation 1: HANAO Tenant DB HXE : 2: 3: 1 hxeadm> hdbsql -n localhost -i 90 -d hxe -u hanao -p <password> -j -m -z hdbsql hxe=> CREATE COLUMN TABLE TX_TEST > (ID INT > ,STR1 NVARCHAR(10) > ,STR2 NVARCHAR(10) > ,QTY INT); hdbsql hxe=> INSERT INTO TX_TEST VALUES (1, 'テスト1-1', 'テスト1-2', 1); hdbsql hxe=> COMMIT;
42PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation ? ?: 1: (SESSION#1) ( COMMIT) 2: (SESSION#2) ( COMMIT) hdbsql hxe=> UPDATE TX_TEST SET STR1='テスト1-1-1' WHERE ID=1; hdbsql hxe=> UPDATE TX_TEST SET STR2='テスト1-2-1' WHERE ID=1; SESSION#2 SESSION#1 SAP HANA
43PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA MVCC Snapshot Isolation READ COMMITTED : 1: (SESSION#1) ( COMMIT) 2: (SESSION#2) 3: (SESSION#1) 4: (SESSION#2) hdbsql hxe=> UPDATE TX_TEST SET STR1='テスト1-1-2' WHERE ID=1; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; #1
44PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA REPEATABLE READ : 1: (SESSION#1) REPEATABLE READ 2: (SESSION#1) 3: (SESSION#2) (COMMIT ) 4: (SESSION#1) & hdbsql hxe=> SET TRANSACTION ISOLATION LEVEL REPEATABLE READ; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; hdbsql hxe=> UPDATE TX_TEST SET STR1='テスト1-1-3' WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; 3 SESSION#2 3 SESSION#2
45PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA REPEATABLE READ : 1: (SESSION#1) REPEATABLE READ 2: (SESSION#1) 3: (SESSION#2) (COMMIT ) 4: (SESSION#1) & hdbsql hxe=> SET TRANSACTION ISOLATION LEVEL REPEATABLE READ; hdbsql hxe=> SELECT STR1 FROM TX_TEST; hdbsql hxe=> INSERT INTO TX_TEST VALUES (2, 'テスト2-1', 'テスト2-2', 2); hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST; 3 SESSION#2 3 SESSION#2
46PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA REPEATABLE READ : 1: (SESSION#1) REPEATABLE READ 2: (SESSION#1) 3: (SESSION#2) (COMMIT ) 4: (SESSION#1) hdbsql hxe=> SET TRANSACTION ISOLATION LEVEL REPEATABLE READ; hdbsql hxe=> SELECT QTY FROM TX_TEST WHERE ID=1; hdbsql hxe=> UPDATE TX_TEST SET QTY=QTY+1 WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> UPDATE TX_TEST SET QTY=QTY+1 WHERE ID=1; * 138: transaction serialization failure: … (ERROR)
SAP HANA
48PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Smart Data Access – – – – – Oracle, SQL Server, Teradata, DB2, Netezza – Hadoop – Hive (Hortonworks, Cloudera, MapR, etc.), Spark – SAP HANA – SAP Vora – SAP ASE, SAP IQ, SAP MaxDB, SAP SQLAnywhere, SAP ESP SAP HANA 3rd Netezza Db2 SQL Server Oracle SAP HANA SAP ASE SAP IQ SAP ESP Teradata SAP HANA Smart Data Access
49PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : .2, 1 1 1 .2 1. .2 1
50PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 1: (SAP HANA) ODBC 2: (SAP HANA) SAP HANA Oracle ODBC * unixODBC ODBC https://help.sap.com/viewer/6b94445c94ae495c83a19646e7c3fd56/2.0.02/en-US/4e955bd42d1a49a29489617515a88c7a.html https://help.sap.com/viewer/6b94445c94ae495c83a19646e7c3fd56/2.0.02/en-US/be5ced62c08448e99efb3bc6d68f16f3.html 3: (Oracle) DEPT hxeadm> isql ORCL scott tiger SQL> SELECT * FROM DEPT; hxeadm> cat ~/.odbc.ini
51PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle :
52PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle :
53PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 1: (Oracle) DEPT 2: (SAP HANA) ORACLE_DEPT 3: (SAP HANA) SAP HANA SQL> SELECT * FROM DEPT; hxeadm> hdbsql -n localhost -i 90 -u hanao -p SapHana8787 -d hxe -j -m -z hdbsql hxe=> SELECT * FROM ORACLE_DEPT; hdbsql hxe=> SELECT E.*, D.* > FROM EMP E, ORACLE_DEPT D > WHERE E.DEPTNO = D.DEPTNO; SAP HANA
54PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle 4: (SAP HANA) SAP HANA EMP Oracle Oracle EMP DEPT SAP HANA
55PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle 4: (SAP HANA) (CREATE STATISTICS on ORACLE_DEPT; ) SAP HANA SAP HANA HASH JOIN
56PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Smart Data Integration : l • ( ) • ( ) • (ETL / ELT) l ( ) l l Web l • • SDK Data Provisioning Agent SAP HANA Data Provisioning Server SAP HANA SAP HANA Smart Data Integration (SDK) Smart Data Access Server – Agent - Firewall OData API
57PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : ., 2 2 2 2 2 2 1 , 2 2 2 1 1 . 1 OracleLogReaderAdapter Oracle REDO Oracle SAP HANA (Change Data Capture)
58PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 1: (SAP HANA) Data Provisioning Server(dpserver)/ 2: (DPAgent) Data Provisioning Agent/ / hxeadm> ps -elf | grep dpserver hxeadm> dpagentconfigtool Smart Data Integration SAP HANA, express edition / SAP HANA smart data integration SAP HANA, express edition 2.0 SPS02 https://help.sap.com/viewer/32c9e0c8afba4c87814e61d6a1141280/2.0.02/en-US/7621f586085b4a93898290e1571e560a.html Smart Data Integration / / / / (SAP HANA, express edition Linux (x86_64)/
59PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 3: (DPAgent) Data Provisioning Agent
60PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 4: (DPAgent) SAP HANA
61PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 5: (DPAgent) SAP HANA DP agent
62PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 6: (DPAgent) SAP HANA Adapter
63PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 1: (SAP HANA) Data Provisioning Agent (Source Location) (Adapter Name) Source Name ( )
64PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 2: (SYSTEM ) _SYS_REPO ”REP_ORACLE” ”CREATE REMOTE SUBSCRIPTION”, “CREATE VIRTUAL TABLE”
65PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 3: Web based Development Workbench http://<tenantdb_host>:8090/sap/hana/ide/ Web based Development Workbench DB https://blogs.sap.com/2017/08/10/sap-hana-2.0-express-edition-transport-between-tenants/
66PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 4: Package
67PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 5: Replication Task Replication Task (REP_ORACLE) +
68PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 5: Replication Task ( ) Oracle ”SCOTT”.”REP_TEST” SAP HANA ”HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” +
69PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 6: Replication Task
70PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 7: Oracle ”SCOTT”.”REP_TEST” SAP HANA ”HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” SQL> SELECT * FROM "SCOTT"."REP_TEST"; hdbsql hxe=> SELECT * FROM "HANAKO"."DEMO::DEMO.SCOTT_REP_TEST"; “HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST”
71PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 8: (CDC) Oracle ”SCOTT”.”REP_TEST” INSERT SAP HANA ”HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” SQL> INSERT INTO "SCOTT"."REP_TEST" VALUES (3, 'Hello Database’); SQL> COMMIT; hdbsql hxe=> SELECT * FROM "HANAKO"."DEMO::DEMO.SCOTT_REP_TEST"; “HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” Oracle (1 INSERT)
SAP HANA
73PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Advanced Analytical Processing & * Partner integration SQL SAP HANA PAL, APL, R, EMP(TensorFlow)*
74PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Predictive Analysis Library (PAL) – 90 ▫ Association, Clustering, Classification, Regression, Time Series ▫ – structured, spatial, text, streaming, series data – AFM PAL, R-Script – SAP Predictive Analytics(PA) Automated Predictive Libraries (APL),PAL – SAS SAP HANA – R – SAP HANA studio/Web IDE Application Function Modeler (AFM) Tools & Applications SAP Predictive Analytics S A P H A N A P L A T F O R M Predictive Analysis Libraries (PAL) R Integration Application Function Library (AFL) SDK Automated Predictive Libraries (APL) External Machine Learning (EML)
75PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Predictive Analysis Library (PAL) Classification Analysis Ÿ CART Ÿ C4.5 Decision Tree Analysis Ÿ CHAID Decision Tree Analysis Ÿ K Nearest Neighbour Ÿ Logistic Regression Elastic Net Ÿ Back-Propagation (Neural Network) Ÿ Naïve Bayes Ÿ Support Vector Machine Ÿ Random Forests Ÿ Gradient Boosting Decision Tree Ÿ Linear Discriminant Analysis (LDA) Ÿ Confusion Matrix Ÿ Area Under Curve (AUC) Ÿ Parameter Selection / Model Evaluation Regression Ÿ Multiple Linear Regression Elastic Net Ÿ Polynomial, Exponential, Bi-Variate Geometric, Bi-Variate Logarithmic Regression Ÿ Generalized Linear Model Ÿ Cox Proportional Hazards Model Association Analysis Ÿ Apriori Ÿ Apriori Lite Ÿ FP-Growth Ÿ KORD – Top K Rule Discovery Ÿ Sequential Pattern Mining Probability Distribution Ÿ Distribution Fit/ Weibull analysis Ÿ Cumulative Distribution Function Ÿ Quantile Function Ÿ Kaplan-Meier Survival Analysis Outlier Detection Ÿ Inter-Quartile Range Test (Tukey’s Test) Ÿ Variance Test Ÿ Anomaly Detection Ÿ Grubbs Outlier Test Recommender Ÿ Factorized Polynomial Regression Models Link Prediction Ÿ Common Neighbors Ÿ Jaccard’s Coefficient Ÿ Adamic/Adar Ÿ Katzβ Statistic Functions Ÿ Mean, Median, Variance, Standard Deviation, Kurtosis, Skewness Ÿ Covariance Matrix Ÿ Pearson Correlations Matrix Ÿ Chi-squared Tests: – Test of Quality of Fit – Test of Independence Ÿ F-test (variance equal test) Ÿ Data Summary Ÿ ANOVA Ÿ One-sample Median Test Ÿ T Test Ÿ Wilcox Signed Rank Test Data Preparation Ÿ Sampling Ÿ Binning Ÿ Scaling Ÿ Partitioning Ÿ Principal Component Analysis (PCA) / PCA Projection Other Ÿ Weighted Scores Table Ÿ Substitute Missing Values Cluster Analysis Ÿ ABC Classification Ÿ DBSCAN Ÿ K-Means / Accelerated K-Means Ÿ K-Medoid Clustering Ÿ K-Medians Ÿ Kohonen Self Organized Maps Ÿ Agglomerate Hierarchical Ÿ Affinity Propagation Ÿ Latent Dirichlet Allocation (LDA) Ÿ Gaussian Mixture Model (GMM) Ÿ Cluster Assignment Time Series Analysis Ÿ Single/Double/ Brown /Triple Exp.Smoothing Ÿ Forecast Smoothing Ÿ Auto - ARIMA/ Seasonal ARIMA Ÿ Croston Method Ÿ Forecast Accuracy Measure Ÿ Linear Regression with Damped Trend and Seasonal Adjust Ÿ Test for White Noise, Trend, Seasonality Ÿ Fast Fourier Transform (FFT) Ÿ Correlation Function
76PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA PAL 1: SAP HANA Development
77PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA PAL 2: PAL
78PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA PAL 3: PAL SAP HANA PAL Back Propagation Neural Network
79PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: PAL ( ) PAL BP Neural Network (Predict) (BPNN_P)
SAP HANA
81PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1 SAP HANA 1-1. SAP HANA 1-2. 1-3. SAP HANA 1-4. 1-5. SAP HANA 2 SAP HANA on IBM Power Systems 2-1. SAP HANA IBM Power Systems 2-2. 2-3. IBM Power Systems 2-4. 3 SAP HANA 3-1. SAP HANA 3-2. 3-3. 3-4. 3-5. 3-6. 3-7. 3-8. 3-9. ( ) 3-10. Hadoop SAP Vora 3-11. (Virtual Data Model) 3-12. SAP HANA ( ) 3-13. 3-14. 3-15. & 3-16. 3-17. 3-18. SAP HANA ( ) 3-19. SQL & SQLScript 3-20. SAP HANA 3-21. SAP HANA 3-22. SAP HANA cockpit (Performance Management Tools) 4 SAP HANA 4-1. SAP HANA 4-2. 4-3. SAP HANA 4-4 5 SAP HANA, express edition 5-1. SAP HANA, express edition 5-2. SAP HANA, express edition 5-3. SAP HANA, express edition 5-4. SAP HANA, express edition 5-5. SAP HANA studio 5-6. SAP HANA cockpit 5-7. SAP HANA client 5-8. SAP Web IDE 5-9. SAP HANA (SHINE) [ ] HANA on Power SAP HANA Powered by IBM Power Systems [ ] Amazon ( https://goo.gl/RMvZwv ) ( https://goo.gl/Mmroxe ) SAP HANA
82PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ Data Integration & Quality 1: SYSTEM HANAKO 2: SYSTEM HANAO 3: SYSTEM HANAO hdbsql hxe=> CREATE SCHEMA HANAKO; hdbsql hxe=> CREATE USER HANAO PASSWORD <pwd> NO FORCE_FIRST_PASSWORD_CHANGE; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::CatalogDeveloper" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::Developer" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::EditorDeveloper" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::SecurityAdmin" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::TraceViewer" TO HANAO; hdbsql hxe=> GRANT IMPORT TO HANAO; hdbsql hxe=> GRANT SELECT ON SCHEMA HANAKO TO HANAO;
83PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ Advanced Analytical Processing 1: SYSTEM HANAO * AFM 2: HANAO _SYS_REPO hdbsql hxe=> GRANT AFL__SYS_AFL_AFLPAL_EXECUTE TO HANAO; hdbsql hxe=> GRANT SELECT ON SCHEMA AFM TO HANAO; hdbsql hxe=> GRANT MODELING TO HANAO; hdbsql hxe=> GRANT EXECUTE ON REPOSITORY_REST TO HANAO; hdbsql hxe=> GRANT REPO.READ, REPO.EDIT_NATIVE_OBJECTS, REPO.ACTIVATE_NATIVE_OBJECTS, > REPO.MAINTAIN_NATIVE_PACKAGES ON ".REPO_PACKAGE_ROOT" TO HANAO; hdbsql hxe=> GRANT SELECT ON SCHEMA AFM TO _SYS_REPO; ---> * hdbsql hxe=> GRANT SELECT, INSERT, DELETE ON SCHEMA HANAO TO _SYS_REPO;
84PUBLIC© 2017 SAP SE or an SAP affiliate company. All rights reserved. ǀ SAP HANA • SAP HANA, express edition: https://www.sap.com/japan/developer/topics/sap-hana-express.html SAP https://www.sap.com/japan/developer.html • : https://www.sap.com/japan/developer/topics/sap-hana-express.tutorials.html - tutorials • : https://www.sap.com/japan/developer/topics/sap-hana-express.community.html - community • : https://www.sap.com/japan/developer/topics/sap-hana-express.resources.html - resources • : https://www.sap.com/japan/developer/topics/sap-hana-express.release-notes.html - release-notes SAP Help Portal (SAP HANA, express edition) https://help.sap.com/viewer/p/SAP_HANA,_EXPRESS_EDITION
Thank you.
No part of this publication may be reproduced or transmitted in any form or for any purpose without the express permission of SAP SE or an SAP affiliate company. The information contained herein may be changed without prior notice. Some software products marketed by SAP SE and its distributors contain proprietary software components of other software vendors. National product specifications may vary. These materials are provided by SAP SE or an SAP affiliate company for informational purposes only, without representation or warranty of any kind, and SAP or its affiliated companies shall not be liable for errors or omissions with respect to the materials. The only warranties for SAP or SAP affiliate company products and services are those that are set forth in the express warranty statements accompanying such products and services, if any. Nothing herein should be construed as constituting an additional warranty. In particular, SAP SE or its affiliated companies have no obligation to pursue any course of business outlined in this document or any related presentation, or to develop or release any functionality mentioned therein. This document, or any related presentation, and SAP SE’s or its affiliated companies’ strategy and possible future developments, products, and/or platform directions and functionality are all subject to change and may be changed by SAP SE or its affiliated companies at any time for any reason without notice. The information in this document is not a commitment, promise, or legal obligation to deliver any material, code, or functionality. All forward-looking statements are subject to various risks and uncertainties that could cause actual results to differ materially from expectations. Readers are cautioned not to place undue reliance on these forward-looking statements, and they should not be relied upon in making purchasing decisions. SAP and other SAP products and services mentioned herein as well as their respective logos are trademarks or registered trademarks of SAP SE (or an SAP affiliate company) in Germany and other countries. All other product and service names mentioned are the trademarks of their respective companies. See http://global.sap.com/corporate-en/legal/copyright/index.epx for additional trademark information and notices. © 2017 SAP SE or an SAP affiliate company. All rights reserved.

More Related Content

PDF
[B25] 【詳解】インメモリーデータベース SAP HANA：永続化の仕組みと障害／災害対応を踏まえた運用を理解しよう！by Toshihisa Hanaki
byInsight Technology, Inc.
 
PDF
[D13] 次世代型インメモリデータベース SAP HANA その最新技術を理解する by Toshihisa Hanaki
byInsight Technology, Inc.
 
PDF
20170518_今さら聞けないHANAのハナシの基本のき by SAPジャパン株式会社 新久保浩二
byInsight Technology, Inc.
 
PDF
SAP on Azure Cloud Workshop Material Japanese 20190221
byHitoshi Ikemoto
 
PDF
[D14] 【詳解】インメモリーデータベース SAP HANA：実際の仕組みと動きを理解しよう！by Toshiro Morisaki
byInsight Technology, Inc.
 
PDF
Tech JAM 2016 TEC 11 実践 SAP HANA 大解剖
byKoji Shinkubo
 
PDF
SAP on AWS 実際の導入例と導入効果
byAmazon Web Services Japan
 
PDF
Oracle RAC Virtualized - In VMs, in Containers, On-premises, and in the Cloud
byMarkus Michalewicz
 
[B25] 【詳解】インメモリーデータベース SAP HANA：永続化の仕組みと障害／災害対応を踏まえた運用を理解しよう！by Toshihisa Hanaki
byInsight Technology, Inc.
 
[D13] 次世代型インメモリデータベース SAP HANA その最新技術を理解する by Toshihisa Hanaki
byInsight Technology, Inc.
 
20170518_今さら聞けないHANAのハナシの基本のき by SAPジャパン株式会社 新久保浩二
byInsight Technology, Inc.
 
SAP on Azure Cloud Workshop Material Japanese 20190221
byHitoshi Ikemoto
 
[D14] 【詳解】インメモリーデータベース SAP HANA：実際の仕組みと動きを理解しよう！by Toshiro Morisaki
byInsight Technology, Inc.
 
Tech JAM 2016 TEC 11 実践 SAP HANA 大解剖
byKoji Shinkubo
 
SAP on AWS 実際の導入例と導入効果
byAmazon Web Services Japan
 
Oracle RAC Virtualized - In VMs, in Containers, On-premises, and in the Cloud
byMarkus Michalewicz
 

What's hot

PDF
Sizing sap s 4 hana using the quick sizer tool
byJaleel Ahmed Gulammohiddin
 
PDF
Oracle Database Applianceのご紹介（詳細）
byオラクルエンジニア通信
 
PDF
[Oracle DBA & Developer Day 2016] しばちょう先生の特別講義！！ストレージ管理のベストプラクティス ～ASMからExada...
byオラクルエンジニア通信
 
PDF
Oracle Cloud Infrastructure：2022年9月度サービス・アップデート
byオラクルエンジニア通信
 
PDF
Amazon Elastic MapReduce with Hive/Presto ハンズオン(講義)
byAmazon Web Services Japan
 
PPTX
しばちょう先生が語る！オラクルデータベースの進化の歴史と最新技術動向#3
byオラクルエンジニア通信
 
PDF
Principles of SAP HANA Sizing - on premise and cloud-1.pdf
byCharithNilangaWeeras
 
PPTX
Overview and Walkthrough of the Application Programming Model with SAP Cloud ...
bySAP Cloud Platform
 
PDF
Oracle GoldenGate アーキテクチャと基本機能
byオラクルエンジニア通信
 
PDF
SAP HANA Database
byMayuree Srikulwong
 
PDF
Oracle Integration Cloud 概要（20200507版）
byオラクルエンジニア通信
 
PDF
MAA Best Practices for Oracle Database 19c
byMarkus Michalewicz
 
PDF
Oracle RAC - New Generation
byAnil Nair
 
PDF
SAP HANA 2 – Upgrade and Operations Part 1 - Exploring Features of the New Co...
byLinh Nguyen
 
PPT
DataGuard体験記
byShinnosuke Akita
 
PPTX
[Oracle DBA & Developer Day 2014] しばちょう先生による特別講義！ RMANの運用と高速化チューニング
byオラクルエンジニア通信
 
PDF
監査ログをもっと身近に！〜統合監査のすすめ〜
byMichitoshi Yoshida
 
PDF
Understanding oracle rac internals part 1 - slides
byMohamed Farouk
 
PPTX
Oracle常駐接続プーリング(DRCP)を導入した話
byKentaro Kitagawa
 
PDF
Oracle Analytics Server のご紹介【2021年3月版】
byオラクルエンジニア通信
 
Sizing sap s 4 hana using the quick sizer tool
byJaleel Ahmed Gulammohiddin
 
Oracle Database Applianceのご紹介（詳細）
byオラクルエンジニア通信
 
[Oracle DBA & Developer Day 2016] しばちょう先生の特別講義！！ストレージ管理のベストプラクティス ～ASMからExada...
byオラクルエンジニア通信
 
Oracle Cloud Infrastructure：2022年9月度サービス・アップデート
byオラクルエンジニア通信
 
Amazon Elastic MapReduce with Hive/Presto ハンズオン(講義)
byAmazon Web Services Japan
 
しばちょう先生が語る！オラクルデータベースの進化の歴史と最新技術動向#3
byオラクルエンジニア通信
 
Principles of SAP HANA Sizing - on premise and cloud-1.pdf
byCharithNilangaWeeras
 
Overview and Walkthrough of the Application Programming Model with SAP Cloud ...
bySAP Cloud Platform
 
Oracle GoldenGate アーキテクチャと基本機能
byオラクルエンジニア通信
 
SAP HANA Database
byMayuree Srikulwong
 
Oracle Integration Cloud 概要（20200507版）
byオラクルエンジニア通信
 
MAA Best Practices for Oracle Database 19c
byMarkus Michalewicz
 
Oracle RAC - New Generation
byAnil Nair
 
SAP HANA 2 – Upgrade and Operations Part 1 - Exploring Features of the New Co...
byLinh Nguyen
 
DataGuard体験記
byShinnosuke Akita
 
[Oracle DBA & Developer Day 2014] しばちょう先生による特別講義！ RMANの運用と高速化チューニング
byオラクルエンジニア通信
 
監査ログをもっと身近に！〜統合監査のすすめ〜
byMichitoshi Yoshida
 
Understanding oracle rac internals part 1 - slides
byMohamed Farouk
 
Oracle常駐接続プーリング(DRCP)を導入した話
byKentaro Kitagawa
 
Oracle Analytics Server のご紹介【2021年3月版】
byオラクルエンジニア通信
 

Similar to 関西DB勉強会 (SAP HANA, express edition)

PPTX
HANA SPS07 Architecture & Landscape
bySAP Technology
 
PDF
Best Practices to Administer, Operate, and Monitor an SAP HANA System
bySAPinsider Events
 
PDF
A11,B24 次世代型インメモリデータベースSAP HANA。その最新技術を理解する by Toshiro Morisaki
byInsight Technology, Inc.
 
PPTX
HANA - the backbone for S/4 HANA
byChris Kernaghan
 
PDF
Sap HANA Training doc
byMansur Shaik
 
PDF
Custom Development - SAP HANA
byMichal Korzen
 
PDF
Developing and Deploying Applications on the SAP HANA Platform
byVitaliy Rudnytskiy
 
PPTX
HANA
byAnkit Saini
 
PPTX
Two Years with SAP HANA Express
byHP Seitz
 
PDF
Sap hana as a service value propositionslideshare
byAjay Kumar Uppal
 
PDF
Sap hana master_guide_en
bySridhar Kasthuri
 
PPTX
Development to Deployment with SAP HANA
byCraig Cmehil
 
PPTX
SAP HANA, from development to deployment, cloud, on-premise or hybrid, a solu...
byAbdelhalim DADOUCHE
 
PDF
データベースMeetup Vol3
byKoji Shinkubo
 
PDF
Sap hana master_guide_en
byFarrukh Yusupov
 
PDF
5507832a c074-4013-9d49-6e58befa9c3e-161121113026
byKrishna Kiran
 
DOCX
SAP HANA
bySaravanan Manoharan
 
PDF
IMCSummit 2015 - Day 1 IT Business Track - In-memory computing with SAP HANA:...
byIn-Memory Computing Summit
 
PDF
Sap hana installation_guide_en
byGraciete Martins
 
PDF
Sap hana master guide
byRajeshchowdary Kongara
 
HANA SPS07 Architecture & Landscape
bySAP Technology
 
Best Practices to Administer, Operate, and Monitor an SAP HANA System
bySAPinsider Events
 
A11,B24 次世代型インメモリデータベースSAP HANA。その最新技術を理解する by Toshiro Morisaki
byInsight Technology, Inc.
 
HANA - the backbone for S/4 HANA
byChris Kernaghan
 
Sap HANA Training doc
byMansur Shaik
 
Custom Development - SAP HANA
byMichal Korzen
 
Developing and Deploying Applications on the SAP HANA Platform
byVitaliy Rudnytskiy
 
HANA
byAnkit Saini
 
Two Years with SAP HANA Express
byHP Seitz
 
Sap hana as a service value propositionslideshare
byAjay Kumar Uppal
 
Sap hana master_guide_en
bySridhar Kasthuri
 
Development to Deployment with SAP HANA
byCraig Cmehil
 
SAP HANA, from development to deployment, cloud, on-premise or hybrid, a solu...
byAbdelhalim DADOUCHE
 
データベースMeetup Vol3
byKoji Shinkubo
 
Sap hana master_guide_en
byFarrukh Yusupov
 
5507832a c074-4013-9d49-6e58befa9c3e-161121113026
byKrishna Kiran
 
SAP HANA
bySaravanan Manoharan
 
IMCSummit 2015 - Day 1 IT Business Track - In-memory computing with SAP HANA:...
byIn-Memory Computing Summit
 
Sap hana installation_guide_en
byGraciete Martins
 
Sap hana master guide
byRajeshchowdary Kongara
 

More from Koji Shinkubo

PDF
今さら聞けない HANAのハナシの基本のほ
byKoji Shinkubo
 
PDF
Dbts2013 特濃jpoug log_file_sync
byKoji Shinkubo
 
PDF
SAP HANA 2 SPS03 highlights and SAP HANA express edition
byKoji Shinkubo
 
PDF
Jpoug presents なーんでだ2 db tech showcase 2015 tokyo
byKoji Shinkubo
 
PPT
Jpoug 20120721
byKoji Shinkubo
 
PDF
HANAのハナシの基本のき
byKoji Shinkubo
 
PDF
データベースMeetup vol1
byKoji Shinkubo
 
PDF
データベースMeetup vol2
byKoji Shinkubo
 
PDF
Dbts2015 tokyo vector_in_hadoop_vortex
byKoji Shinkubo
 
PDF
db tech showcase_2014_A14_Actian Vectorで得られる、BIにおける真のパフォーマンスとは
byKoji Shinkubo
 
PPTX
oow2012 unconference
byKoji Shinkubo
 
PDF
Meetup! jpoug oracle cloud world - なーんでだ1
byKoji Shinkubo
 
PDF
LT SAP HANAネットワークプロトコル初段
byKoji Shinkubo
 
今さら聞けない HANAのハナシの基本のほ
byKoji Shinkubo
 
Dbts2013 特濃jpoug log_file_sync
byKoji Shinkubo
 
SAP HANA 2 SPS03 highlights and SAP HANA express edition
byKoji Shinkubo
 
Jpoug presents なーんでだ2 db tech showcase 2015 tokyo
byKoji Shinkubo
 
Jpoug 20120721
byKoji Shinkubo
 
HANAのハナシの基本のき
byKoji Shinkubo
 
データベースMeetup vol1
byKoji Shinkubo
 
データベースMeetup vol2
byKoji Shinkubo
 
Dbts2015 tokyo vector_in_hadoop_vortex
byKoji Shinkubo
 
db tech showcase_2014_A14_Actian Vectorで得られる、BIにおける真のパフォーマンスとは
byKoji Shinkubo
 
oow2012 unconference
byKoji Shinkubo
 
Meetup! jpoug oracle cloud world - なーんでだ1
byKoji Shinkubo
 
LT SAP HANAネットワークプロトコル初段
byKoji Shinkubo
 

Recently uploaded

PPTX
[DSC Europe 25] Dusan Jovicic - AI Story: From on-prem to cloud and back agai...
byDataScienceConferenc1
 
PPTX
[DSC Europe 25] Vladimir Jelic - The AI-Driven Security Shift From Reactive D...
byDataScienceConferenc1
 
PPTX
IT231_Presenation-Template oftentimes-1.pptx
bygoneweldon026
 
PPTX
Data Science in IOT which is utilized by .pptx
byyanKhan
 
PDF
DiaryofaWebSDKImplemenation-LaunchDebugging.pdf
bygmuir1066
 
PDF
[DSC Europe 25] Imai Jen-La Plante - The New Generation: AI and the Future of...
byDataScienceConferenc1
 
PPTX
[DSC Europe 25] Dobrica Cosic - Savings by the Second: How Dynamic Pricing an...
byDataScienceConferenc1
 
PPTX
[DSC Europe 25] Marko Krstic - Understanding the AI Threat Landscape - Risks,...
byDataScienceConferenc1
 
PPTX
[DSC Europe 25] Aleksandra Dragicevic - AI-Boosted Research in Healthcare: Fr...
byDataScienceConferenc1
 
PDF
[DSC Europe 25] Marija Vlajkovic & Andrea Radonjanin - Integration of AI tool...
byDataScienceConferenc1
 
PDF
Comprehensive Worksheet: Information Technology (Grade 9) Topics: Unit 1 (Or...
byShafiEsa1
 
PPTX
hindustan Unilever Limited Presentation - Sample
bymohitsawale3
 
PPTX
[DSC Europe 25] Andy Cotgreave - Nothing is new in analytics.pptx
byDataScienceConferenc1
 
PPTX
NeuroRights-in-India-Guarding-Minds-in-the-Digital-Age.pptx
byLokpalMahajan
 
PPTX
[DSC Europe 25] Dragana Ilic - AI for Big Data in Astronomy.pptx
byDataScienceConferenc1
 
PPTX
[DSC Europe 25] Bogdan Daniel Maruneac - AI - It starts with you.pptx
byDataScienceConferenc1
 
PPTX
[DSC Europe 25] Dragan Vucic - Building the Learning Organization - How AI Tr...
byDataScienceConferenc1
 
PDF
[DSC Europe 25] Sara Polak - The Archaeology of Innovation: AI as the Next Cr...
byDataScienceConferenc1
 
PDF
OPPOTUS - Malaysians on Malaysia (MOM) Q3 2025
byOppotus
 
PPTX
GRADE 8 MATH - Q3 - LESSON 1 -LINEAR EQUATION IN ONE VARIABLE.pptx
byEdlynMalangPanti
 
[DSC Europe 25] Dusan Jovicic - AI Story: From on-prem to cloud and back agai...
byDataScienceConferenc1
 
[DSC Europe 25] Vladimir Jelic - The AI-Driven Security Shift From Reactive D...
byDataScienceConferenc1
 
IT231_Presenation-Template oftentimes-1.pptx
bygoneweldon026
 
Data Science in IOT which is utilized by .pptx
byyanKhan
 
DiaryofaWebSDKImplemenation-LaunchDebugging.pdf
bygmuir1066
 
[DSC Europe 25] Imai Jen-La Plante - The New Generation: AI and the Future of...
byDataScienceConferenc1
 
[DSC Europe 25] Dobrica Cosic - Savings by the Second: How Dynamic Pricing an...
byDataScienceConferenc1
 
[DSC Europe 25] Marko Krstic - Understanding the AI Threat Landscape - Risks,...
byDataScienceConferenc1
 
[DSC Europe 25] Aleksandra Dragicevic - AI-Boosted Research in Healthcare: Fr...
byDataScienceConferenc1
 
[DSC Europe 25] Marija Vlajkovic & Andrea Radonjanin - Integration of AI tool...
byDataScienceConferenc1
 
Comprehensive Worksheet: Information Technology (Grade 9) Topics: Unit 1 (Or...
byShafiEsa1
 
hindustan Unilever Limited Presentation - Sample
bymohitsawale3
 
[DSC Europe 25] Andy Cotgreave - Nothing is new in analytics.pptx
byDataScienceConferenc1
 
NeuroRights-in-India-Guarding-Minds-in-the-Digital-Age.pptx
byLokpalMahajan
 
[DSC Europe 25] Dragana Ilic - AI for Big Data in Astronomy.pptx
byDataScienceConferenc1
 
[DSC Europe 25] Bogdan Daniel Maruneac - AI - It starts with you.pptx
byDataScienceConferenc1
 
[DSC Europe 25] Dragan Vucic - Building the Learning Organization - How AI Tr...
byDataScienceConferenc1
 
[DSC Europe 25] Sara Polak - The Archaeology of Innovation: AI as the Next Cr...
byDataScienceConferenc1
 
OPPOTUS - Malaysians on Malaysia (MOM) Q3 2025
byOppotus
 
GRADE 8 MATH - Q3 - LESSON 1 -LINEAR EQUATION IN ONE VARIABLE.pptx
byEdlynMalangPanti
 
In this document
Powered by AI

Overview of SAP HANA and its editions, emphasizing the express edition, platform capabilities and features.

Detailed features of the SAP HANA platform including OLTP, OLAP, data management, virtualization, and advanced analytics.

SAP recognized as a leader in translytical data platforms based on architecture, data management, and advanced analytics.

Information on downloading and features of SAP HANA express edition including hardware compatibility.

Guidelines on installing SAP HANA, express edition, including cloud resources and database setup.

Explains various tools available for development in SAP HANA express edition including SQL, JDBC, and Web IDE.

Features for managing databases, transaction monitoring, and system operations in SAP HANA.

Architecture of SAP HANA’s multitenancy with details about system and tenant databases.

Use of SQL commands concerning transaction management and isolation levels in SAP HANA.

Overview of Smart Data Access and Smart Data Integration capabilities in SAP HANA.

Capabilities of SAP HANA in advanced analytics, predictive analysis, and integration with other machine learning tools.

Final acknowledgments and resources for further learning about SAP HANA and express edition.

関西DB勉強会 (SAP HANA, express edition)

  • 1.
  • 2.
    2PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA SAP HANA, express edition SAP HANA SAP HANA SAP HANA SAP HANA SAP HANA, express edition
  • 3.
    3PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ - SAP HANA Platform SAP HANA - SAP HANA, express edition PC-SAP HANA, express edition - SAP HANA - SAP HANA - OS (Multitenant Database Container) - - HTAP Translytical Processing ( ) - - - SAP HANA Transaction Isolation SAP HANA - Smart Data Access- - SAP HANA Oracle - Smart Data Integration- - SAP HANA Oracle - SAP HANA - Advanced Analytical Processing - Predictive Analysis Library (PAL) - PAL- - SAP HANA - SAP HANA - - SAP HANA
  • 4.
    4PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Platform ++ SAP OLTP + OLAPONE Open Platform ONE Copy of the Data or * : In-Memory/on Disk Relational SAP Vora Graphic Modeler Series Data Graph Document Store Object Storage (Amazon S3, Azure Blob Storage) Hadoop (Any Hadoop, Azure Data Lake) 3rd party Data Source/Target SAP Data Hub Cockpit Pipeline Security & Governance Data Share DATABASE MANAGEMENT Web Server JavaScript Graphic Modeler Data Virtualization ETL & Replication Columnar OLTP+OLAP Multi-Core & Parallelization Advanced Compression Multi-tenancy Multi-Tier Storage Graph Predictive Search Data Quality Series Data Business Functions Hadoop & Spark Integration Application Lifecycle Management High Availability & Disaster Recovery OpennessData Modeling Admin & Security Remote Data Sync Spatial Text Analytics Fiori UX APPLICATION DEVELOPMENT DATA INTEGRATION & QUALITYADVANCED ANALYTICAL PROCESSING SAP HANA Platform Streaming Analytics Machine Learning
  • 5.
    5PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP ranked as a LEADER The Forrester Wave™: Translytical Data Platforms, Q4 2017 SAP Translytical Data Platforms Wave SAP 18 5/5 The Forrester Wave™: Translytical Data Platforms, Q4 2017,Noel Yuhanna and Mike Gualtieri with Gene Leganza and Jun Lee , 28 November 2017 Read the full report "The Forrester Wave™ is copyrighted by Forrester Research, Inc. Forrester and Forrester Wave™ are trademarks of Forrester Research, Inc. The Forrester Wave™ is a graphical representation of Forrester's call on a market and is plotted using a detailed spreadsheet with exposed scores, weightings, and comments. Forrester does not endorse any vendor, product, or service depicted in the Forrester Wave. Information is based on best available resources. Opinions reflect judgment at the time and are subject to change." • Architecture • Data management • Data types • Development tools • Data modeling • Transactions • Analytical queries • Advanced analytics • Streaming • Data Security • Performance features • Ability to execute • Roadmap • Implementation support • Product revenue • Install base • Market awareness • Partnerships
  • 6.
    SAP HANA / /SAP HANA, express edition
  • 7.
    7PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA, express edition § ( ) SAP HANA § § SAP HANA SAP HANA, express edition
  • 8.
    8PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA, express edition SAP HANA § 32 GB ( ) § – ( 16 GB ) – SAP Cloud Appliance Library(CAL) (AWS or Azure) – Public Cloud (AWS, Azure, GCP …) § SAP Community § 128 GB ( ) § – 128 GB – § SAP § JDBC, ODBC, .Net § SAP HANA § PC
  • 9.
    9PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ ? SAP HANA, express edition 1. SAP Developer Center SAP HANA, express edition Download Manager https://www.sap.com/japan/developer/topics/sap-hana-express.html 2. ( or ) * 16GB 3. SAP HANA, express edition 4. PC & Ÿ SAP Cloud Appliance Library(CAL) SAP http://cal.sap.com * * Ÿ /Market Place SAP HANA, express edition * * 2017.12
  • 10.
    10PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA, express edition § SUSE Linux Enterprise Server (SLES) for SAP Red Hat Enterprise Linux (RHEL) for SAP SAP HANA, express edition § ( )SAP HANA XSA (Extended Application Services, advanced model) § Windows Mac SAP HANA, express edition SLES for SAP § : – SAP HANA server only – SAP HANA server + application (SAP HANA XSA)
  • 11.
    11PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA, express edition 2 SAP HANA express edition server only SAP HANA express edition server + application / SQL hdbsql SAP HANA studio (Eclipse + SAP HANA plugin) SAP Web IDE (based on XSA) SAP HANA, express edition SQL, JDBC/ODBC, ADO.Net, HTTP(s) (REST/OData), Web Sockets (MDC) SAP HANA data integration * SDI DB DB DB Web based Development Workbench (based on XSC) SAP HANA cockpit (based on XSA) server only server + application Extended Application Services, advanced model Node.js / XSJS BYO RuntimeJava (SDA) ETL (SDI) CDC based Replication (SDI)
  • 12.
    12PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition ( ) https://www.sap.com/japan/developer/topics/sap-hana-express.html
  • 13.
    13PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition SAP HANA, express edition Download Manager Mac (Java 8 ) * OS
  • 14.
    14PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition SAP HANA, express edition * Mac Server only + application + application 24GB 2
  • 15.
    15PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ PC SAP HANA, express edition SAP HANA, express edition ( )
  • 16.
    16PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ DATABASE MANAGEMENT Web Server JavaScript Graphic Modeler Data Virtualization ETL & Replication Columnar OLTP+OLAP Multi-Core & Parallelization Advanced Compression Multi-tenancy Multi-Tier Storage Graph Predictive Search Data Quality Series Data Business Functions Hadoop & Spark Integration Application Lifecycle Management High Availability & Disaster Recovery OpennessData Modeling Admin & Security Remote Data Sync Spatial Text Analytics Fiori UX APPLICATION DEVELOPMENT DATA INTEGRATION & QUALITYADVANCED ANALYTICAL PROCESSING SAP HANA Platform Streaming Analytics SAP HANA, express edition OLTP + OLAPONE Open Platform ONE Copy of the Data DATABASE MANAGEMENT Web Server JavaScript Graphic Modeler Data Virtualization ETL & Replication Columnar OLTP+OLAP Multi-Core & Parallelization Advanced Compression Multi-tenancy Multi-Tier Storage Graph Predictive Search Data Quality Series Data Business Functions Hadoop & Spark Integration Application Lifecycle Management High Availability & Disaster Recovery OpennessData Modeling Admin & Security Remote Data Sync Spatial Text Analytics Fiori UX APPLICATION DEVELOPMENT DATA INTEGRATION & QUALITYADVANCED ANALYTICAL PROCESSING SAP HANA, express edition Streaming Analytics
  • 17.
  • 18.
    18PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA OS ( ): SID( 3 ) SAP HANA, express edition HXE SAP HANA OS SID <sid>adm SAP HANA, express edition ”HXEHana1” OS (* ) SAP HANA : SAP HANA : hxeadm> HDB start hxeadm> HDB stop
  • 19.
    19PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA OS SAP HANA : ps : SAP HANA nameserver indexserver hxeadm> HDB info hxeadm> ps -fu hxeadm UID PID PPID C STIME TTY TIME CMD hxeadm 1488 1 0 21:24 ? 00:00:00 /usr/lib/systemd/systemd –user hxeadm 1490 1488 0 21:24 ? 00:00:00 (sd-pam) hxeadm 1573 1 0 21:24 ? 00:00:00 /usr/sap/HXE/HDB90/exe/sapstartsrv pf=/usr/sap/HXE/SYS/profile hxeadm 1662 1 0 21:24 ? 00:00:00 sapstart pf=/usr/sap/HXE/SYS/profile/HXE_HDB90_hxehost hxeadm 1706 1662 0 21:24 ? 00:00:01 /usr/sap/HXE/HDB90/hxehost/trace/hdb.sapHXE_HDB90 -d -nw -f /u hxeadm 1727 1706 5 21:24 ? 00:00:40 hdbnameserver hxeadm 1906 1706 5 21:24 ? 00:00:38 hdbcompileserver hxeadm 1937 1706 17 21:24 ? 00:01:57 hdbindexserver -port 39003 hxeadm 1939 1706 4 21:24 ? 00:00:29 hdbscriptserver -port 39040 hxeadm 2375 1706 3 21:25 ? 00:00:19 hdbwebdispatcher hxeadm 2861 2858 0 21:35 ? 00:00:00 sshd: hxeadm@pts/0 hxeadm 2862 2861 0 21:35 pts/0 00:00:00 –bash hxeadm 2923 2862 0 21:35 pts/0 00:00:00 ps -fu hxeadm
  • 20.
    20PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA( SAP HANA (MDC) compileserver scriptserver webdispatcher nameserver indexserver preprocessor ( MDC(System DB) DB (MDC(Tenant DB) ( ( OS hdbindexserver indexserver hdbnameserver nameserver hdbpreprocessor preprocessor hdbcompileserver compileserver hdbscriptserver scriptserver SAP Web hdbwebdispatcher webdispatcher SAP start service sapstartsrv sapstartsrv SQLScript ( AFL( XS (HTTP(S) ( (2 ( *
  • 21.
    21PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ Schema X Tenant DB SAP HANA Instance App X Schema X App Y Tenant DB HW OS System DB § SID § § (CPU ) § § § § SAP HANA 2.0 SPS01 MDC § System DB ( ) ( Tenant DB ) SAP HANA (Multitenant Database Container)
  • 22.
    22PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (hdbsql ) hdbsql SAP HANA : System DB : -j: SQL OS -m: -z: off Tenant DB (HXE) hxeadm> hdbsql -n <host> -i <instance#> -d <db> -u <user> -p <password> [options] hxeadm> hdbsql -n localhost -i 90 -d systemdb -u system -p <password> -j -m -z hxeadm> hdbsql -n localhost -i 90 -d hxe -u system -p <password> -j -m -z
  • 23.
    23PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (SAP HANA studio) eclipse SAP HANA https://www.sap.com/developer/how-tos/2016/09/hxe-howto-eclipse.html Add System...
  • 24.
    24PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (SAP HANA studio) System DB :
  • 25.
    25PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA (SAP HANA studio) Tenant DB (HXE) :
  • 26.
    26PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA * SAP HANA = = • • *Undo • ( ) • ( = ) REDO (WAL) REDO § • ( ) • ( 300 * ) • ( ) • = REDO (WAL) - Log Buffer FULL - Commit/Rollback (Shadow Paging) SAP HANA UNDO DATAREDO Log Buffer Row Store Column Store
  • 27.
    27PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA ”DATA” ”LOG” SAP HANA ” ”
  • 28.
    28PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA : ? 1: HANAO Tenant DB HXE 2: 3: (indexserver) hxeadm> hdbsql -n localhost -i 90 -d hxe -u hanao -p <password> -j -m -z hdbsql hxe=> CREATE COLUMN TABLE HANAO_TAB (ID INT); hxeadm> date;ls -l /hana/shared/*/HXE/mnt00001/hdb00002.00003/|grep -v __DO_NOT
  • 29.
    29PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: INSERT 2: hdbsql hxe=> INSERT INTO HANAO_TAB VALUES (1); hdbsql hxe=> COMMIT; ?
  • 30.
    30PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA ? 1: SAVEPOINT SYSTEM è hdbsql ¥c -u system -p <password>) 2: hdbsql hxe=> ALTER SYSTEM SAVEPOINT; (
  • 31.
    31PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA HTAP Translytical Processing ( ) SAP HANA( ) DML Consistent View ( ) INSERT/UPDATE/DELETE Append ( ) Read / DELETE Isolation Level(MVCC) ( ) ( ) ( )
  • 32.
    32PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA + • • + • • Prefix Encoding • • Run Length Encoding (RLE) • ( ( + • Linear Run Length Encoding (LRLE) • Series • Cluster Encoding • ) 1 • Sparse Encoding • • Indirect encoding • ) Order Country Product Sales 456 France corn 1000 457 Italy wheat 900 458 Spain rice 600 459 Italy rice 800 460 Denmark corn 500 461 Denmark rice 600 462 Belgium rice 600 463 Italy rice 1100 … … … … Logical Table 1 corn 2 rice 3 wheat 1 3 2x2 1 3x2 … 1 3 2 2 1 2 2 2 …
  • 33.
    33PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ Name Miller John Millman Zsuwalski Baker Miller Jones Miller Johnson John Millman Name 4 1 5 N 0 4 3 4 2 1 5 Value ID 0 Baker 1 John 2 Johnson 3 Jones 4 Miller 5 Millman N Zsuwalski … Value ID SAP HANA
  • 34.
    34PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ Prefix Encoding 4 4 4 4 4 4 4 4 3 5 3 1 1 0Uncompressed 8 4 3 5 3 1 1 0Prefixed Encoded Run-Length Encoding 5 5 5 4 4 4 4 3 3 2 2 2 2 2Uncompressed 5 4 3 2Run-Length Encoded 0 3 7 9 Cluster Encoding 4 4 4 4 4 4 4 3 3 0 0 0Uncompressed 4 4 4 3 3 0Cluster Encoded N=4, Cluster size = 3 Bit Vector 1 1 0 1 1 Sparse Encoding 4 4 4 3 3 1 0 0 0 4 4 4 4 0Uncompressed 4 3 3 1 0 0 0 0Cluster Encoded Bit Vector 1 1 1 1 0 0 0 0 0 0 1 1 1 1 0 SAP HANA
  • 35.
    35PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ Indirect Encoding 2 1 576 9 1 2 2 9 88 21 3 19 46 79 45 13 9 6 9 6 3 6 9 3Uncompressed Compressed Block size = 8 1 0 3 2 0 1 1 2 88 21 3 19 46 79 45 13 2 1 2 1 0 1 2 0 0 1 1 2 2 9 3 576 0 3 1 6 2 9 Dictionary for block#1 Dictionary for block#3 block#2 SAP HANA
  • 36.
    36PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: : 2: off: 3: IMPORT ( ) CREATE COLUMN TABLE SAMPLE_TABLE (SEX NVARCHAR(1)); ALTER TABLE SAMPLE_TABLE DISABLE AUTOMERGE; hxeadm> cat /tmp/data.csv | head -n 5 男 女 女 女 女
  • 37.
    37PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA ( ) 3: IMPORT 4: IMPORT FROM CSV FILE '/tmp/data.csv' INTO SAMPLE_TABLE WITH RECORD DELIMITED BY '¥n' FIELD DELIMITED BY ',' THREADS 2 BATCH 10000;
  • 38.
    38PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA ( ) 5: ( ) 6: MERGE DELTA OF SAMPLE_TABLE; (0 à 252,363)
  • 39.
    39PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: ( ) 2: MERGE DELTA OF SAMPLE_TABLE WITH PARAMETERS ('OPTIMIZE_COMPRESSION' = 'ON'); (252,363 à 2,443) ”DEFAULT” ”RLE”
  • 40.
    40PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation Q1 : (R)#1 REPEATABLE READ : (R)#2 READ COMMITTED : (W)#3 TX1 U1 Q2 Q3 Q4 Q5 Q6 TX2 U2 U3 TX3 U4 U5 U6 I1 Qx Ux : : Ix : SAP HANA READ COMMITTED MVCC : : REPEATABEL READ MVCC : : SERIALIZABLE MVCC : : : SAP HANA REPEATABLE READ SERIALIZABLE : :
  • 41.
    41PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation 1: HANAO Tenant DB HXE : 2: 3: 1 hxeadm> hdbsql -n localhost -i 90 -d hxe -u hanao -p <password> -j -m -z hdbsql hxe=> CREATE COLUMN TABLE TX_TEST > (ID INT > ,STR1 NVARCHAR(10) > ,STR2 NVARCHAR(10) > ,QTY INT); hdbsql hxe=> INSERT INTO TX_TEST VALUES (1, 'テスト1-1', 'テスト1-2', 1); hdbsql hxe=> COMMIT;
  • 42.
    42PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation ? ?: 1: (SESSION#1) ( COMMIT) 2: (SESSION#2) ( COMMIT) hdbsql hxe=> UPDATE TX_TEST SET STR1='テスト1-1-1' WHERE ID=1; hdbsql hxe=> UPDATE TX_TEST SET STR2='テスト1-2-1' WHERE ID=1; SESSION#2 SESSION#1 SAP HANA
  • 43.
    43PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA MVCC Snapshot Isolation READ COMMITTED : 1: (SESSION#1) ( COMMIT) 2: (SESSION#2) 3: (SESSION#1) 4: (SESSION#2) hdbsql hxe=> UPDATE TX_TEST SET STR1='テスト1-1-2' WHERE ID=1; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; #1
  • 44.
    44PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA REPEATABLE READ : 1: (SESSION#1) REPEATABLE READ 2: (SESSION#1) 3: (SESSION#2) (COMMIT ) 4: (SESSION#1) & hdbsql hxe=> SET TRANSACTION ISOLATION LEVEL REPEATABLE READ; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; hdbsql hxe=> UPDATE TX_TEST SET STR1='テスト1-1-3' WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST WHERE ID=1; 3 SESSION#2 3 SESSION#2
  • 45.
    45PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA REPEATABLE READ : 1: (SESSION#1) REPEATABLE READ 2: (SESSION#1) 3: (SESSION#2) (COMMIT ) 4: (SESSION#1) & hdbsql hxe=> SET TRANSACTION ISOLATION LEVEL REPEATABLE READ; hdbsql hxe=> SELECT STR1 FROM TX_TEST; hdbsql hxe=> INSERT INTO TX_TEST VALUES (2, 'テスト2-1', 'テスト2-2', 2); hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST; hdbsql hxe=> COMMIT; hdbsql hxe=> SELECT STR1 FROM TX_TEST; 3 SESSION#2 3 SESSION#2
  • 46.
    46PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Transaction Isolation SAP HANA REPEATABLE READ : 1: (SESSION#1) REPEATABLE READ 2: (SESSION#1) 3: (SESSION#2) (COMMIT ) 4: (SESSION#1) hdbsql hxe=> SET TRANSACTION ISOLATION LEVEL REPEATABLE READ; hdbsql hxe=> SELECT QTY FROM TX_TEST WHERE ID=1; hdbsql hxe=> UPDATE TX_TEST SET QTY=QTY+1 WHERE ID=1; hdbsql hxe=> COMMIT; hdbsql hxe=> UPDATE TX_TEST SET QTY=QTY+1 WHERE ID=1; * 138: transaction serialization failure: … (ERROR)
  • 47.
  • 48.
    48PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Smart Data Access – – – – – Oracle, SQL Server, Teradata, DB2, Netezza – Hadoop – Hive (Hortonworks, Cloudera, MapR, etc.), Spark – SAP HANA – SAP Vora – SAP ASE, SAP IQ, SAP MaxDB, SAP SQLAnywhere, SAP ESP SAP HANA 3rd Netezza Db2 SQL Server Oracle SAP HANA SAP ASE SAP IQ SAP ESP Teradata SAP HANA Smart Data Access
  • 49.
    49PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : .2, 1 1 1 .2 1. .2 1
  • 50.
    50PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 1: (SAP HANA) ODBC 2: (SAP HANA) SAP HANA Oracle ODBC * unixODBC ODBC https://help.sap.com/viewer/6b94445c94ae495c83a19646e7c3fd56/2.0.02/en-US/4e955bd42d1a49a29489617515a88c7a.html https://help.sap.com/viewer/6b94445c94ae495c83a19646e7c3fd56/2.0.02/en-US/be5ced62c08448e99efb3bc6d68f16f3.html 3: (Oracle) DEPT hxeadm> isql ORCL scott tiger SQL> SELECT * FROM DEPT; hxeadm> cat ~/.odbc.ini
  • 51.
    51PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle :
  • 52.
    52PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle :
  • 53.
    53PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 1: (Oracle) DEPT 2: (SAP HANA) ORACLE_DEPT 3: (SAP HANA) SAP HANA SQL> SELECT * FROM DEPT; hxeadm> hdbsql -n localhost -i 90 -u hanao -p SapHana8787 -d hxe -j -m -z hdbsql hxe=> SELECT * FROM ORACLE_DEPT; hdbsql hxe=> SELECT E.*, D.* > FROM EMP E, ORACLE_DEPT D > WHERE E.DEPTNO = D.DEPTNO; SAP HANA
  • 54.
    54PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle 4: (SAP HANA) SAP HANA EMP Oracle Oracle EMP DEPT SAP HANA
  • 55.
    55PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle 4: (SAP HANA) (CREATE STATISTICS on ORACLE_DEPT; ) SAP HANA SAP HANA HASH JOIN
  • 56.
    56PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Smart Data Integration : l • ( ) • ( ) • (ETL / ELT) l ( ) l l Web l • • SDK Data Provisioning Agent SAP HANA Data Provisioning Server SAP HANA SAP HANA Smart Data Integration (SDK) Smart Data Access Server – Agent - Firewall OData API
  • 57.
    57PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : ., 2 2 2 2 2 2 1 , 2 2 2 1 1 . 1 OracleLogReaderAdapter Oracle REDO Oracle SAP HANA (Change Data Capture)
  • 58.
    58PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 1: (SAP HANA) Data Provisioning Server(dpserver)/ 2: (DPAgent) Data Provisioning Agent/ / hxeadm> ps -elf | grep dpserver hxeadm> dpagentconfigtool Smart Data Integration SAP HANA, express edition / SAP HANA smart data integration SAP HANA, express edition 2.0 SPS02 https://help.sap.com/viewer/32c9e0c8afba4c87814e61d6a1141280/2.0.02/en-US/7621f586085b4a93898290e1571e560a.html Smart Data Integration / / / / (SAP HANA, express edition Linux (x86_64)/
  • 59.
    59PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 3: (DPAgent) Data Provisioning Agent
  • 60.
    60PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 4: (DPAgent) SAP HANA
  • 61.
    61PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 5: (DPAgent) SAP HANA DP agent
  • 62.
    62PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle : 6: (DPAgent) SAP HANA Adapter
  • 63.
    63PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 1: (SAP HANA) Data Provisioning Agent (Source Location) (Adapter Name) Source Name ( )
  • 64.
    64PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 2: (SYSTEM ) _SYS_REPO ”REP_ORACLE” ”CREATE REMOTE SUBSCRIPTION”, “CREATE VIRTUAL TABLE”
  • 65.
    65PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 3: Web based Development Workbench http://<tenantdb_host>:8090/sap/hana/ide/ Web based Development Workbench DB https://blogs.sap.com/2017/08/10/sap-hana-2.0-express-edition-transport-between-tenants/
  • 66.
    66PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 4: Package
  • 67.
    67PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 5: Replication Task Replication Task (REP_ORACLE) +
  • 68.
    68PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 5: Replication Task ( ) Oracle ”SCOTT”.”REP_TEST” SAP HANA ”HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” +
  • 69.
    69PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 6: Replication Task
  • 70.
    70PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 7: Oracle ”SCOTT”.”REP_TEST” SAP HANA ”HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” SQL> SELECT * FROM "SCOTT"."REP_TEST"; hdbsql hxe=> SELECT * FROM "HANAKO"."DEMO::DEMO.SCOTT_REP_TEST"; “HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST”
  • 71.
    71PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA SAP HANA Oracle Smart Data Integration : 8: (CDC) Oracle ”SCOTT”.”REP_TEST” INSERT SAP HANA ”HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” SQL> INSERT INTO "SCOTT"."REP_TEST" VALUES (3, 'Hello Database’); SQL> COMMIT; hdbsql hxe=> SELECT * FROM "HANAKO"."DEMO::DEMO.SCOTT_REP_TEST"; “HANAKO”.”DEMO::DEMO.SCOTT_REP_TEST” Oracle (1 INSERT)
  • 72.
  • 73.
    73PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Advanced Analytical Processing & * Partner integration SQL SAP HANA PAL, APL, R, EMP(TensorFlow)*
  • 74.
    74PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Predictive Analysis Library (PAL) – 90 ▫ Association, Clustering, Classification, Regression, Time Series ▫ – structured, spatial, text, streaming, series data – AFM PAL, R-Script – SAP Predictive Analytics(PA) Automated Predictive Libraries (APL),PAL – SAS SAP HANA – R – SAP HANA studio/Web IDE Application Function Modeler (AFM) Tools & Applications SAP Predictive Analytics S A P H A N A P L A T F O R M Predictive Analysis Libraries (PAL) R Integration Application Function Library (AFL) SDK Automated Predictive Libraries (APL) External Machine Learning (EML)
  • 75.
    75PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA Predictive Analysis Library (PAL) Classification Analysis Ÿ CART Ÿ C4.5 Decision Tree Analysis Ÿ CHAID Decision Tree Analysis Ÿ K Nearest Neighbour Ÿ Logistic Regression Elastic Net Ÿ Back-Propagation (Neural Network) Ÿ Naïve Bayes Ÿ Support Vector Machine Ÿ Random Forests Ÿ Gradient Boosting Decision Tree Ÿ Linear Discriminant Analysis (LDA) Ÿ Confusion Matrix Ÿ Area Under Curve (AUC) Ÿ Parameter Selection / Model Evaluation Regression Ÿ Multiple Linear Regression Elastic Net Ÿ Polynomial, Exponential, Bi-Variate Geometric, Bi-Variate Logarithmic Regression Ÿ Generalized Linear Model Ÿ Cox Proportional Hazards Model Association Analysis Ÿ Apriori Ÿ Apriori Lite Ÿ FP-Growth Ÿ KORD – Top K Rule Discovery Ÿ Sequential Pattern Mining Probability Distribution Ÿ Distribution Fit/ Weibull analysis Ÿ Cumulative Distribution Function Ÿ Quantile Function Ÿ Kaplan-Meier Survival Analysis Outlier Detection Ÿ Inter-Quartile Range Test (Tukey’s Test) Ÿ Variance Test Ÿ Anomaly Detection Ÿ Grubbs Outlier Test Recommender Ÿ Factorized Polynomial Regression Models Link Prediction Ÿ Common Neighbors Ÿ Jaccard’s Coefficient Ÿ Adamic/Adar Ÿ Katzβ Statistic Functions Ÿ Mean, Median, Variance, Standard Deviation, Kurtosis, Skewness Ÿ Covariance Matrix Ÿ Pearson Correlations Matrix Ÿ Chi-squared Tests: – Test of Quality of Fit – Test of Independence Ÿ F-test (variance equal test) Ÿ Data Summary Ÿ ANOVA Ÿ One-sample Median Test Ÿ T Test Ÿ Wilcox Signed Rank Test Data Preparation Ÿ Sampling Ÿ Binning Ÿ Scaling Ÿ Partitioning Ÿ Principal Component Analysis (PCA) / PCA Projection Other Ÿ Weighted Scores Table Ÿ Substitute Missing Values Cluster Analysis Ÿ ABC Classification Ÿ DBSCAN Ÿ K-Means / Accelerated K-Means Ÿ K-Medoid Clustering Ÿ K-Medians Ÿ Kohonen Self Organized Maps Ÿ Agglomerate Hierarchical Ÿ Affinity Propagation Ÿ Latent Dirichlet Allocation (LDA) Ÿ Gaussian Mixture Model (GMM) Ÿ Cluster Assignment Time Series Analysis Ÿ Single/Double/ Brown /Triple Exp.Smoothing Ÿ Forecast Smoothing Ÿ Auto - ARIMA/ Seasonal ARIMA Ÿ Croston Method Ÿ Forecast Accuracy Measure Ÿ Linear Regression with Damped Trend and Seasonal Adjust Ÿ Test for White Noise, Trend, Seasonality Ÿ Fast Fourier Transform (FFT) Ÿ Correlation Function
  • 76.
    76PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA PAL 1: SAP HANA Development
  • 77.
    77PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA PAL 2: PAL
  • 78.
    78PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA PAL 3: PAL SAP HANA PAL Back Propagation Neural Network
  • 79.
    79PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1: PAL ( ) PAL BP Neural Network (Predict) (BPNN_P)
  • 80.
  • 81.
    81PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA 1 SAP HANA 1-1. SAP HANA 1-2. 1-3. SAP HANA 1-4. 1-5. SAP HANA 2 SAP HANA on IBM Power Systems 2-1. SAP HANA IBM Power Systems 2-2. 2-3. IBM Power Systems 2-4. 3 SAP HANA 3-1. SAP HANA 3-2. 3-3. 3-4. 3-5. 3-6. 3-7. 3-8. 3-9. ( ) 3-10. Hadoop SAP Vora 3-11. (Virtual Data Model) 3-12. SAP HANA ( ) 3-13. 3-14. 3-15. & 3-16. 3-17. 3-18. SAP HANA ( ) 3-19. SQL & SQLScript 3-20. SAP HANA 3-21. SAP HANA 3-22. SAP HANA cockpit (Performance Management Tools) 4 SAP HANA 4-1. SAP HANA 4-2. 4-3. SAP HANA 4-4 5 SAP HANA, express edition 5-1. SAP HANA, express edition 5-2. SAP HANA, express edition 5-3. SAP HANA, express edition 5-4. SAP HANA, express edition 5-5. SAP HANA studio 5-6. SAP HANA cockpit 5-7. SAP HANA client 5-8. SAP Web IDE 5-9. SAP HANA (SHINE) [ ] HANA on Power SAP HANA Powered by IBM Power Systems [ ] Amazon ( https://goo.gl/RMvZwv ) ( https://goo.gl/Mmroxe ) SAP HANA
  • 82.
    82PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ Data Integration & Quality 1: SYSTEM HANAKO 2: SYSTEM HANAO 3: SYSTEM HANAO hdbsql hxe=> CREATE SCHEMA HANAKO; hdbsql hxe=> CREATE USER HANAO PASSWORD <pwd> NO FORCE_FIRST_PASSWORD_CHANGE; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::CatalogDeveloper" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::Developer" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::EditorDeveloper" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::SecurityAdmin" TO HANAO; hdbsql hxe=> GRANT ROLE "sap.hana.xs.ide.roles::TraceViewer" TO HANAO; hdbsql hxe=> GRANT IMPORT TO HANAO; hdbsql hxe=> GRANT SELECT ON SCHEMA HANAKO TO HANAO;
  • 83.
    83PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ Advanced Analytical Processing 1: SYSTEM HANAO * AFM 2: HANAO _SYS_REPO hdbsql hxe=> GRANT AFL__SYS_AFL_AFLPAL_EXECUTE TO HANAO; hdbsql hxe=> GRANT SELECT ON SCHEMA AFM TO HANAO; hdbsql hxe=> GRANT MODELING TO HANAO; hdbsql hxe=> GRANT EXECUTE ON REPOSITORY_REST TO HANAO; hdbsql hxe=> GRANT REPO.READ, REPO.EDIT_NATIVE_OBJECTS, REPO.ACTIVATE_NATIVE_OBJECTS, > REPO.MAINTAIN_NATIVE_PACKAGES ON ".REPO_PACKAGE_ROOT" TO HANAO; hdbsql hxe=> GRANT SELECT ON SCHEMA AFM TO _SYS_REPO; ---> * hdbsql hxe=> GRANT SELECT, INSERT, DELETE ON SCHEMA HANAO TO _SYS_REPO;
  • 84.
    84PUBLIC© 2017 SAPSE or an SAP affiliate company. All rights reserved. ǀ SAP HANA • SAP HANA, express edition: https://www.sap.com/japan/developer/topics/sap-hana-express.html SAP https://www.sap.com/japan/developer.html • : https://www.sap.com/japan/developer/topics/sap-hana-express.tutorials.html - tutorials • : https://www.sap.com/japan/developer/topics/sap-hana-express.community.html - community • : https://www.sap.com/japan/developer/topics/sap-hana-express.resources.html - resources • : https://www.sap.com/japan/developer/topics/sap-hana-express.release-notes.html - release-notes SAP Help Portal (SAP HANA, express edition) https://help.sap.com/viewer/p/SAP_HANA,_EXPRESS_EDITION
  • 85.
  • 86.
    No part ofthis publication may be reproduced or transmitted in any form or for any purpose without the express permission of SAP SE or an SAP affiliate company. The information contained herein may be changed without prior notice. Some software products marketed by SAP SE and its distributors contain proprietary software components of other software vendors. National product specifications may vary. These materials are provided by SAP SE or an SAP affiliate company for informational purposes only, without representation or warranty of any kind, and SAP or its affiliated companies shall not be liable for errors or omissions with respect to the materials. The only warranties for SAP or SAP affiliate company products and services are those that are set forth in the express warranty statements accompanying such products and services, if any. Nothing herein should be construed as constituting an additional warranty. In particular, SAP SE or its affiliated companies have no obligation to pursue any course of business outlined in this document or any related presentation, or to develop or release any functionality mentioned therein. This document, or any related presentation, and SAP SE’s or its affiliated companies’ strategy and possible future developments, products, and/or platform directions and functionality are all subject to change and may be changed by SAP SE or its affiliated companies at any time for any reason without notice. The information in this document is not a commitment, promise, or legal obligation to deliver any material, code, or functionality. All forward-looking statements are subject to various risks and uncertainties that could cause actual results to differ materially from expectations. Readers are cautioned not to place undue reliance on these forward-looking statements, and they should not be relied upon in making purchasing decisions. SAP and other SAP products and services mentioned herein as well as their respective logos are trademarks or registered trademarks of SAP SE (or an SAP affiliate company) in Germany and other countries. All other product and service names mentioned are the trademarks of their respective companies. See http://global.sap.com/corporate-en/legal/copyright/index.epx for additional trademark information and notices. © 2017 SAP SE or an SAP affiliate company. All rights reserved.