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所在平台: Udemy |
课程主页: https://www.udemy.com/course/open-source-etl-tool/
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课程名称:Talend Open Studio 数据库与数据仓库课程(由 Mahesh 主讲) 课程概述: 该课程旨在帮助学生掌握使用 Talend Open Studio 进行数据集成的基本概念和技能。尽管 Mahesh 并非 Talend 公司员工,且此课程并未由 Talend 公司提供,然而课程内容全面且实用,适合任何希望提升数据集成和数据仓库技术的学习者。 课程内容大纲: - **第一章:数据集成与 Talend Studio** - 数据分析、操作集成和执行监控的基本知识。 - **第二章:初识 Talend Studio** - 启动 Talend Open Studio 及项目设置。 - 项目管理,包括创建、导入、打开、删除项目及迁移任务。 - 自定义环境设置,如 Java 解释器路径、偏好设置和版本管理。 - **第三章:设计数据集成作业** - 作业设计的基本概念及如何创建基本作业。 - 组件的使用、连接设置、元数据管理及查询创建。 - **第四章:管理数据集成作业** - 作业的激活/停用,项目文档生成及执行管理。 - **第五章:数据流映射** - tMap 操作及其在数据映射中的应用。 - 处理内存限制及使用 tXMLMap。 - **第六章:管理元数据** - 设置数据库连接、JDBC 和多种文件模式的元数据定义。 - **第七章:数据仓库概念** - 理解 ETL 概念及数据加载过程。 本课程适合希望深入学习 Talend Open Studio 并探索数据集成及数据仓库相关技术的学生。
Talend Open studio course by mahesh (Mahesh is Not Talend company employee and this course is not from Talend company) Exporting Metadata as context Chapter 1 Data integration and Talend Studio Data analytics Operational integration Execution monitoring 2 Chapter 2 Getting started with Talend Studio Important concepts in Talend Open Studio for Data Integration Launching Talend Open Studio for Data Integration How to launch the Studio for the first time How to set up a project Working with different workspace directories How to create a new workspace directory Working with projects How to create a project How to import the demo project How to import projects How to open a project How to delete a project How to export a project Migration tasks Setting Talend Open Studio for Data Integration preferences Java Interpreter path External or User components Exchange preferences Language preferences Debug and Job execution preferences Designer preferences Adding code by default Performance preferences Documentation preferences Displaying special characters for schema columns SQL Builder preferences Schema preferences Libraries preferences Type conversion Usage Data Collector preferences Customizing project settings Palette Settings Version management Status management Job Settings Stats & Logs Context settings Project Settings use Status settings Security settings Chapter 3 Designing a data integration Job What is a Job design Getting started with a basic Job design How to create a Job How to drop components to the workspace How to search components in the Palette How to connect components together How to drop components in the middle of a Row link How to define component properties How to run a Job How to customize your workspace Using connections Connection types How to define connection settings Using the Metadata Manager How to centralize the Metadata items How to centralize contexts and variables How to use the SQL Templates Handling Jobs: advanced subjects How to map data flows How to create queries using the SQLBuilder How to download/ upload Talend Community components How to install external modules How to launch a Job periodically How to use the tPrejob and tPostjob components How to use the Use Output Stream feature Handling Jobs: miscellaneous subjects How to share a database connection How to define the Start component How to handle error icons on components or Jobs How to add notes to a Job design How to display the code or the outline of your Job How to manage the subjob display How to define options on the Job view How to find components in Jobs How to set default values in the schema of an component Chapter 4 Managing data integration Jobs Activating/Deactivating a Job or a sub-job How to disable a Start component How to disable a nonStart component Importing/exporting items or Jobs How to import items How to export Jobs to an archive How to export items How to change context parameters in Jobs Managing repository items How to handle updates in repository items Searching a Job in the repository Managing Job versions Documenting a Job How to generate HTML documentation How to update the documentation on the spot Handling Job execution Chapter 5 Mapping data flows tMap operation Setting the input flow in the Map Editor Mapping variables Using the expression editor Mapping the Output setting Talend Open Studio Setting schemas in the Map Editor Solving memory limitation issues in tMap use Handling Lookups tXMLMap operation Using the document type to create the XML tree Defining the output mode Editing the XML tree schema Chapter 6 Managing Metadata Objectives Setting up a DB connection Step 1: General properties Step 2: Connection Step 3: Table upload Step 4: Schema definition Setting up a JDBC schema Step 1: Generalproperties Step 2: Connection Step 3: Table upload Step 4: Schema definition Setting up a File Delimited schema Step 1: General properties Step 2: File upload Step 3: Schema definition Step 4: Final schema Setting up a File Positional schema Step 1: General properties Step 2: Connection and file upload Step 3: Schema refining Step 4: Finalizing the end schema Setting up a File Regex schema Step 1: General properties Step 2: File upload Step 3: Schema definition Step 4: Finalizing the end schema Setting up an XML file schema Setting up an XML schema for an input file Setting up an XML schema for an output file Setting up a File Excel schema Step 1: General properties Step 2: File upload Step 3: Schema refining Step 4: Finalizing the end schema Chapter 7Datawarehousing ConceptsETL Conceptstsortrowtunitetuniqerowtbufferinputtbuffer outputthashinputthashoutputtfilelisttsleeptloopfile input output componentsdatabase input output componentstsendmailtreplicatetfiltercolumnstfilterrowstreplacetconverttypetdietcontextloadtmemorizerowtrowgeneratortrunjobprejobpostjobtsamplerowstnormalizetdenormalizetmaptaggrigatortjointsystemDynamictjavatjavarowtjavaflextschemacompliancechecktlogrowtlogcatchert ststcatchertparallelizetsendmailtfilecopytfilearchivetfilePropertiestfileunarchivetfiletouchtfiledeletetfileexisttfiletouchtfilecopytftpfilelisttftpputtftpgettftpdeletetftpfileexisttftpConnectiontftpRenametftpfilepropertiestoracleInputtoraclerowtoracleoutpttoracleconnectiontoracleBulktoracleBulkexectoracleClosetoracleRollbacktoraclecommittmssqlInputtmssqlrowtmssqloutpttmssqlconnectiontmssqlBulktmssqlBulkexectmssqlClosetmssqlRollbacktmssqlcommittDb2InputtDb2rowtDb2outpttDb2connectiontDb2BulktDb2BulkexectDb2ClosetDb2RollbacktDb2commitOnsubJobOKOnSubjobErrorOnComponentOkOnComponentErrorruniftExcelInputtExceloutputtfileInputdelimitedtfileoutputDelimitedtfileInputXmltfileoutputXmltfileinputPositionaltfileOutputPositionalSCD1SCD2SCD3 stage loadingDimension Loading fact Loading project Explanation