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The key technology of "bi thing" ETL

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

ETL with RDBMS mode

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

ETL Design in BI project of data extraction, cleaning and transformation

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

The trend of ETL and ELT products viewed from Oracle acquisition sunopsis

The trend of ETL and ELT products viewed from Oracle acquisition sunopsisDate:2008-6-17 Source:amteam I want to comment Big| Medium |Small Submission Print 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 Extraction Scheme

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 of Data Warehouse--Practical Summary theory

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

Customer Perspective: Oracle ETL Tool ODI

Customer Perspective: Oracle ETL Tool ODIData integration has become the enterprise in the pursuit of market share of the key technology components, and rely on manual coding in different ways, more and more enterprises choose a complete data integration solution to support its IT strategy, from big data analysis to cloud platform integration.A recent study by Dao Research compares the differences between several of the world's leading data integratio

The incremental extraction method of ETL

1. Trigger modeThe trigger mode is an incremental extraction mechanism commonly adopted. The method is based on the extraction requirements, on the source table to be extracted to insert, modify, delete 3 triggers, whenever the data in the source table changes, the corresponding trigger will change the data to a Delta log table, ETL incremental extraction is from the Delta Log table instead of directly in the source table to extract data, At the same

Hawk principle: Implement common ETL pipeline through IEnumerable

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

OLAP--ODS Project Summary--process in ETL

Ods-bi in the construction of ETL to occupy 1/3 of the time, deep feelings. The modeling of BI, from the physical data layer, the logical data layer, the business logic layer at all levels, there are many automated tools to handle.However, the process in ETL must be designed according to the performance. Summarize the next few parts.1. Data source/Data target managementTo determine the table, file, or restf

6. ETL learning: Using loops in SSIs

Lesson 1st: create a simple ETL package, create a package for extracting data from a single flat file source, and then convert the data using the search conversion function, finally, load the data to the factcurrency fact data table of the adventureworksdw sample database. However, a single flat file is rarely used in the extract, transform, and load (ETL) process. A typical

ETL and ELT

ETLIs the abbreviation of extract-transform-load. It is used to describe the process from the source end to extract (extract), transpose (Transform), load (load) to the target end.ETLThe term is commonly used in data warehouses, but its objects are not limited to data warehouses. Directory[Hide] 1 ETL and ELT 2 tools 3. See 4. External Connection [Edit] ETL and

Etl design in Bi project for data extraction, cleaning and conversion

ETL is a process of extracting, cleaning, and transforming data from a business system and loading it into a data warehouse. It aims to integrate scattered, disorderly, and standardized data in an enterprise, providing analysis basis for enterprise decision-makingETLYesBiThe most important part of a project, usuallyETLIt takes 1/3 of the total project time,ETLThe quality of the design depends on the success or failure of the Bi project.ETLIt is also a

ETL Sharp Weapon Kettle Practical Application Analysis Series one "Kettle Use introduction"

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 "

ETL scalability and maintainability zz

I think many people have talked about the ETL process. Recently, I have been comparing SSIs, owb, and infomatica. Combined with previous projects, I have deepened my understanding and understanding of the ETL process.In fact, these three tools have their own advantages and disadvantages, except for the application platform. Today, I would like to share my experience in terms of expansion and maintenance. 1:

Step by step learn Bi (3)-integration services create ETL packages

Microsoft integration services is a platform that can generate high-performance data integration solutions, including extracting, transforming, and loading (ETL) packages for data warehouses. Integration Services includes graphical tools and wizard used to generate and adjust packages; tasks used to execute workflow functions (such as FTP operations), execute SQL statements, and send emails; the data sources and targets used to extract and load data.

BI-ETL runtime monitoring

For everything, supervision is an effective way to improve itself, as is BI. In my personal experience, BI supervision can be divided into two types (Welcome to the discussion ):Runtime supervision(Runtime Monitoring)AndMonitoring of data warehouse health status(DW Healthy Monitoring):1. Runtime supervisionThe so-called runtime supervision refers to the process of monitoring data from the data source to the data warehouse. In general, it is to supervise the

BI basic architecture and ETL personal Understanding (ZZ)

decision-makers should be able to manipulate the data of the enterprise flexibly, observe the state of the enterprise from many aspects and multi-angle, and understand the change of the enterprise in multi-dimensional form. Using OLAP tools, we can make a connection between the dimension table and the fact table, and then do the aggregation operation to save the cube to achieve the objective of multi-angle analysis.Front-end display tools: Front-End display tool is to assist users to multi-angl

Build an ETL Pipeline with Kafka Connect via JDBC connectors

connectors out of the box! One of the major benefits for DataDirect customers are so you can now easily build an ETL pipeline using Kafka leveraging Your datadirect JDBC drivers. Now your can easily connect and get the data from your data sources into Kafka and export the data from there to another DA Ta source. Image from https://kafka.apache.org/Environment Setup Before proceeding any further with this tutorial, make sure so you have installed the

ETL test reference document

This document describes the ETL testing process and general project conditions to describe the ETL testing method. ETL test Flowchart Test phase 1,Requirement Analysis Familiar with business processes and business rules, analyze the ing relationship between the source table and the target table as required, and parse the business data flow diagram: 1,Test Ana

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