Label:At present, Teradata Data Warehouse ETL operation using ELT mode, because the loading is too heavy, the need to transfer the ETL pressure to a dedicated ETL server. For ETL tools, there are already mature commercial/open source tools in the market, such as Informatica's PowerCenter, IBM DataStage, and open source
The trend of ETL and ELT products viewed from Oracle acquisition sunopsisDate:2008-6-17 Source:amteam I want to comment Big| Medium |Small
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Introduction: This article mainly from Oracle Acquisition sunopsis analysis of ETL and ELT products trends and explain that the ELT tools than ETL tools can handle large data volume more effi
ETL concepts
The three ETL letters represent extract, transform, and load, namely, extraction, conversion, and loading.
(1) Data Extraction: extract the data required by the target data source system from the source data source system;
(2) Data Conversion: Convert the data obtained from the source data source into the form required by the target data source according to business requirements, and clean and
What is ETL?
In the construction of a data warehouse, ETL runs throughout the project. It is the lifeline of the entire data warehouse, including data cleansing, integration, conversion, and loading. If the data warehouse is a building, ETL is the foundation of the building. The quality of ETL data extraction and i
The key technology in the ETL of BI that little thingETL (Extract/transformation/load) is the core and soul of BI/DW, integrating and improving the value of data in accordance with unified rules, is responsible for the completion of data from the data source to the target Data Warehouse transformation process, is the implementation of the data warehouse important steps.The main link in ETL process is data e
Step One: Enter the client shell
fulong@fbi008:~$ sqoop.sh Client
Sqoop Home directory:/home/fulong/sqoop/sqoop-1.99.3-bin-hadoop200
Sqoop shell:type ' help ' or ' \h ' for help.
Sqoop:000> Set server--host FBI003--port 12000--webapp
Test connection usage for Oracle database① Connect to Oracle database, list all databases[[email protected] sqoop] $sqoop list-databases--connect jdbc 10.1.69.173:1521:orclbi--username huangq-por Sqoop list-databases--connect jdbc Racle:thin10.1.69.173:1521:orclbi--username Huangq--password 123456 or Mysql:sqoop list-databases--connectjdbc:mysql://172.19.17.119:3
Tags: unable to strong profile node height Apach JDK Install expSqoop is an open source tool that is used primarily in Hadoop (Hive) and traditional databases (MySQL, PostgreSQL ...) Data can be transferred from one relational database (such as MySQL, Oracle, Postgres, etc.) to the HDFs in Hadoop, or the data in HDFs can be directed into a relational database. The Sqoop project began in 2009 as a third-party module for Hadoop, and later, to enable use
Install and verify the Sqoop installation and verification environment:
System
Redhatlinux 6.4
HadoopVersion
1.2.1
SqoopVersion
1.4.4
MysqlDatabase version
5.6.15
Implement data http://www.linuxidc.com/Linux/2013-06/85817.htm between Mysql/Oracle and HDFS/Hbase through Sqoop
[Hadoop] Sqoop installation proces
ETL is the process that the data of the business system is loaded into the data warehouse after being extracted and cleaned, the aim is to integrate the scattered, messy and standard data in the enterprise to provide the analysis basis for the decision of the enterprise.
ETL is the most important aspect of BI project, usually the ETL will spend 1/3 of the whole
Deployment Installation # Sqoop is a tool for transferring data from Hadoop and relational databases to each other, and can lead data from a relational database (e.g. MySQL, Oracle, Postgres, etc.) into the HDFs of Hadoop. HDFs data can also be directed into a relational database.# Deploy Sqoop to 13.33, reference documentation: Sqoop installation configuration a
Sqoop is a tool used for data transmission between hadoop and RDBMS. The configuration is relatively simple. Download the latest sqoop package from the apache website. : Www. apache. orgdistsqoop1.99.1 decompress the package to the server. The server requires jdk, hadoop, and hive. Configuration: confsqoop-env.sh #
Sqoop is a tool used for data transmission betwe
There are already several articles for IEnumerable, this article describes how to use IEnumerable to implement ETL. ETL, an abbreviation of English extract-transform-load, is used to describe the process of extracting data from the source (Extract), transpose (Transform), loading (load) to the destination. Typically, the data collected from the original end has many problems, and the business requirements m
Tags: hadoop HDFS sqoop MySQL
Sqoop is a plug-in the hadoop project. You can import the content in HDFS of the Distributed File System to a specified MySQL table, or import the content in MySQL to the HDFS File System for subsequent operations.
Test Environment Description:
Hadoop version: hadoop-0.20.2
Sqoop: sqoop-1
Use sqoop to import data from a MySQL database to hbase
Prerequisites: Install sqoop and hbase.
Download jbdc DRIVER: mysql-connector-java-5.1.10.jar
Copy the mysql-connector-java-5.1.10.jar to/usr/lib/sqoop/lib/
Command for importing hbase from MYSQL:Sqoop import -- connect JDBC: mysql: // 10.10.97.116: 3306/Rsearch -- table researchers -- hbase-Table A -- colum
Second, ETL extraction schemeThe main link in ETL process is data extraction, data conversion and processing, data loading. In order to achieve these achievementsCan, the ETL tool will perform some functional expansion, such as workflow, scheduling engine, rule engine, script support,Statistical information, and so on. Data extractionData extraction is the proces
Etl,extraction-transformation-loading abbreviations, Chinese names are data extraction, conversion, and loading.
Most warehouse-based data architectures can be summarized as:
Data source-->ods (operational datastore)-->DW-->DM (data mart)
ETL throughout its various links.
First, data extraction:
It can be understood that data from the source data is pumped into the ODS or DW.
1. Source Data type:
relation
Recently in the data analysis of a traffic flow, the demand is for a huge amount of urban traffic data, need to use MapReduce cleaning after importing into hbase storage, and then using the Hive External table associated with hbase, hbase data query, statistical analysis, Save the analysis results in a hive table, and finally use Sqoop to import the data from that table into MySQL. The whole process is probably as follows:
Below I mainly
SQOOP is an open-source tool mainly used for data transmission between Hadoop and traditional databases. The following is an excerpt from the SQOOP user manual.
Sqoopis a tool designed to transfer data between Hadoop and relational databases. you can use Sqoop to import data from a relational database management system (RDBMS) such as MySQL or Oracle into the Had
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