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Generate QR in Software Contents

15
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Contents
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Drawing QR Code JIS X 0510 In Visual C#
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Part VI
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16
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Tools and Documentation
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Design and Business Intelligence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .369 Business Intelligence and SQL Generation . . . . . . . . . . . . . . . . . . . . . . 370 SQL Generators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 370 The Limitations of SQL Generators . . . . . . . . . . . . . . . . . . . . . . . . 373 Guidelines for the Semantic Layer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 375 Features to Avoid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 375 Features to Use. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 377 Working with SQL-Generating BI Tools . . . . . . . . . . . . . . . . . . . . . . . . . 379 Multiple Stars . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 379 Semi-Additivity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 385 Browse Queries . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 387 Bridge Tables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 390 Working with Cube-Based BI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 396 Cube-Centric Business Intelligence . . . . . . . . . . . . . . . . . . . . . . . . 396 Auto-Generation of Cubes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 398 Summary. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 401 Further Reading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 402 Design and ETL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .403 The ETL Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 404 A Complex Task . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 404 Tools Used by the ETL Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . 404 Architecture and the ETL Process . . . . . . . . . . . . . . . . . . . . . . . . . 404 Loading a Star . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405 A Top-Level Dependency . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 405 Loading a Dimension Table . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 406 Loading the Fact Table . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 412 Optimizing the Load . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 417 Changed Data Identification. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 418 Simplifying Processing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 419 Cleansing Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 420 What Should Be Cleaned Up . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 421 Cleaning Up Dimensional Data . . . . . . . . . . . . . . . . . . . . . . . . . . . 422 Facts with Invalid Details . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 423 Housekeeping Columns . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 425 Housekeeping Columns in Dimension Tables. . . . . . . . . . . . . . . . 425 Housekeeping and Fact Tables . . . . . . . . . . . . . . . . . . . . . . . . . . . . 426 Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 427 Further Reading . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429 How to Design and Document a Dimensional Model . . . . . . . . . . . . . .431 Dimensional Design and the Data Warehouse Life Cycle . . . . . . . . . . . 431 The Strategic Importance of Dimensional Design . . . . . . . . . . . . 432 When to Do Dimensional Design . . . . . . . . . . . . . . . . . . . . . . . . . . 434
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