In the data warehouse project, ETL is undoubtedly the most tedious, time-consuming, and unstable. If the data source and target are both oracle and meet certain conditions, you can use
In the data warehouse project, ETL is undoubtedly the most tedious, time-consuming, and unstable. If the data source and target are both oracle and meet certain conditions, you can use
In the data warehouse project,
Note: to learn this article, you need to build on the basic understanding of integration services. If you do not have any knowledge, please refer to step by step to learn Bi (1)-Understanding integration services
Target: Import a text file to the execl file through the ETL project.
Steps:
1. Create a is project.
2. Double-click the package. dtsx file in the "SSIS packages" folder (this file is the package file) to go to the control flow working direc
Label:The first knowledge Talend, the feeling function is very powerful, can synchronize many kinds of databases, simultaneously can clean, the filter, the Java Code processing data, the data import and export.Talend is an open source software for ETL (data extraction extract, transfer transform, load load) for the data integration tools market. Talend provides a new vision for ETL services with its dual mo
Tags: show roc test mina test Data date () solution INF InsertScene: An SSIS ETL package that pulls data from a SQL Server source to a MySQL target table needs to be solved by a simple data flow component, but SSIS 2014 does not support the use of ADO in Data flow Connection as MySQL desitination, the runtime will error (do not use the source connection), replaced by ODBC connection can be successful, but the load speed is too slow. Insert the 260908
Label:DB, ETL, DW, OLAP, DM, BI relationship structure diagram Here are a few words about some of their concepts: (1)db/database/Database -This is the OLTP database, the online things database, used to support production, such as the supermarket trading system. DB retains the latest state of data information, only one state! For example, every morning to get up and face in the mirror, see is the state, as for the previous day of the state, will not ap
DB, ETL, DW, OLAP, DM, BI relationship structure diagramHere are a few words about some of their concepts:(1)db/database/Database -This is the OLTP database, the online things database, used to support production, such as the supermarket trading system. DB retains the latest state of data information, only one state! For example, every morning to get up and face in the mirror, see is the state, as for the previous day of the state, will not appear in
ETL is the abbreviation of "extract", "transform", and "LOAD", that is, "extraction", "Conversion", and "loading ", however, we often call it Data Extraction for short.
ETL is the core and soul of Bi/DW (Business Intelligence/data warehouse). It integrates and improves the value of data according to unified rules, it is responsible for the process of converting data from the data source to the target data w
There are four data ETL modes based on the model design and source data:
Completely refresh, image increment, event increment, Image Comparison
There are four data ETL modes based on the model design and source data:
Completely refresh: Only the latest data is included in the data warehouse data table,The original data is deleted for each load, and the latest source data is fully loaded.. In this mode,
ETL 4: SQL server integration services
SSIS is Microsoft's upgrade to DTS on SQL server2005. It has to be said that Microsoft has spent a lot of effort on Bi, including providing multiple tools such as SSIs, SSAs, and SSRs, from creating a data warehouse to extracting data from metadata, to creating dimensions and mining structures, mining models, training, report model design, report design, and publishing, It is very convenient and powerful. Start
pushes the data from the data source. If the data source is protected and is forbidden, you can only use the data source to push the data.The following table summarizes the source data tables and their extraction modes used by the dimension and fact tables in this example.
Time stamp Mode
Snapshot mode
Trigger mode
Log mode
Ability to differentiate inserts/updates
Whether
Is
Is
Is
Multiple updates detected during
Sqoop, which requires the Sqoop metadata shared storage to be turned on as follows:Sqoop metastore >/tmp/sqoop_metastore.log 2>1 For questions about Oozie not running Sqoop job, refer to the following link: http://www.lamborryan.com/oozie-sqoop-fail/(4) Connecting Metastore rebuilding Sqoop JobThe Sqoop job created earlier, whose metadata is not stored in the share Metastore, needs to be rebuilt using the following command.Sqoop Job--show Myjob_incremental_import | grep incremental.last.valuesq
One of the goals of the data warehouse is the ability to provide timely, consistent, and reliable data for enhanced business functions.In order to achieve the above objectives, ETL must be continuously improved according to the following three standards:
Reliability
Availability of
Ease of management
Subsystem 22--Job Schedulersubsystem 23--Backup Systemsubsystem 24--Recovery and restart systemsubsystem 25--version control systemSubsyste
1 Log Table 1.1 ideasA log table is used to record the primary key of a table Yw_tablea the changed data in the Business library. Before the data enters the BI Library target table Bi_tablea, delete is based on the primary key recorded by the log table.1.2 Design 1.2.1 Log table structureCREATE TABLE LOG ( varchar), -- primary key 1 VARCHAR(20 ), - - primary key 2 VARCHAR, - - source table updatedate Date, -- update date loaddate- - Load Date );1.2.2
Tags: commercial int ase NSF process form color number BottomHere are a few words about some of their concepts:(1)db/database/Database -This is the OLTP database, the online things database, used to support production, such as the supermarket trading system. DB retains the latest state of data information, only one state! For example, every morning to get up and face in the mirror, see is the state, as for the previous day of the state, will not appear in front of your eyes, this is a db.(2)dw/d
Tags: sel note Select avoid IMG int Data Warehouse Problem toolbarFirst, prefaceThe company practical Hadoop constructs the Data warehouse, during the inevitable practical hivesql, in the ETL process, the speed has become the question which avoids can avoid. I have a few data tables associated with running 1 hours of experience, you may feel indifferent, but many times ETL will be multiple hours, very waste
Tags: Options import profile preparation Query str user Lin marginIntroduction to ETL: ETL (extract-transform-load abbreviation, that is, the process of data extraction, transformation, loading) Database to Database The following explains: Kettle Tool Implementation method Case Purpose : Import the EMP table from user Scott under User testuser. Preparation: first create a new table with the same structure a
Original link Address: http://www.transwarp.cn/news/detail?id=173
ETL is an important link in building data Warehouse. Through this process the user extracts the required data and imports the data warehouse according to the defined model. Because ETL is the necessary process of building data Warehouse, its efficiency will affect the construction of the whole data warehouse, so its effective tuning is of hig
The main indexes of this article series are as follows:
First, ETL sharp weapon Kettle Practical Application Analysis Series one "Kettle Use introduction"
Second, ETL sharp weapon Kettle Practical Application Analysis Series two "application Scenarios and actual combat demo Download"
Three, ETL sharp weapon Kettle Practical Application Analysis Series three "
See you share a lot of Hadoop related content, I introduce you to an ETL tool--kettle.Kettle is an ETL tool of Pentaho company Open source, like Hadoop, is also Java implementation, the purpose is to do data integration when the data extraction (Extract), conversion (Transformat), load (loading) work. There are two script files in Kettle, transformation and job,transformation complete the fundamental transf
Component As ScriptComponent)
ParentComponent = Component
End Sub
End Class
Public Class Variables
Dim ParentComponent As ScriptComponent
Public Sub New (ByVal Component As ScriptComponent)
ParentComponent = Component
End Sub
End Class
10) Open the "target" Data Stream
Create a ing
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