Packt+ | Advance your knowledge in tech

You're reading from SQL Server 2017 Integration Services Cookbook

Product typeBook

Published inJun 2017

Reading LevelIntermediate

PublisherPackt

ISBN-139781786461827

Edition1st Edition

Languages

SQL

Tools

SQL Server

Concepts

Database Administration

Authors (6):

Christian Cote

Dejan Sarka

David Peter Hansen

Matija Lah

Samuel Lester

Christo Olivier

View More author details

Profiling data with SSIS

The objective of this task is to work with SSIS to profile the data to find the potentially wrong values. In this exercise, you will create an SSIS package with a single task, the data profiling task. Then you will execute the package to profile a set of data. Finally, you will check the results with the data profile viewer application.

Getting ready

You need to have installed the AdventureWorkDW2014 demo database for this exercise.

You can download the full database backup ZIP file Adventure Works DW 2014 Full Database Backup.zip from this link: https://msftdbprodsamples.codeplex.com/releases . In addition, the backup file is provided with the source code for this book. Assuming that you copied the AdventureWorksDW2014.bak file to the C:\SSIS2016Cookbook folder, you can use SQL Server Management Studio (SSMS) to execute the following command to restore the database:

USE master; 
RESTORE DATABASE AdventureWorksDW2014 
 FROM  DISK = N'C:\SSIS2016Cookbook\AdventureWorksDW2014...

The rest of the page is locked

You have been reading a chapter from

SQL Server 2017 Integration Services Cookbook

Published in: Jun 2017Publisher: PacktISBN-13: 9781786461827

Authors (6)

Christian Cote

Christian Cote is an IT professional with more than 15 years of experience working in a data warehouse, Big Data, and business intelligence projects. Christian developed expertise in data warehousing and data lakes over the years and designed many ETL/BI processes using a range of tools on multiple platforms. He's been presenting at several conferences and code camps. He currently co-leads the SQL Server PASS chapter. He is also a Microsoft Data Platform Most Valuable Professional (MVP).
Read more about Christian Cote

Dejan Sarka

Dejan Sarka, MCT and Microsoft Data Platform MVP, is an independent trainer and consultant who focuses on the development of database and business intelligence applications. He is the founder of the Slovenian SQL Server and .NET Users Group.
Read more about Dejan Sarka

David Peter Hansen

Other recommended products

Related to this chapter

ETL with Azure Cookbook

This book will take you through hand-on recipes for extracting, transforming, and loading data using big data tools and Azure services such as Data Factory and Azure Databricks. You will learn how to interact effectively with Azure services, along with covering automation with BIML and data profiling in Azure.

BookSep 2020446 pages

Hands-On Data Warehousing with Azure Data Factory

Azure Data Factory (ADF) is a Microsoft Azure PaaS solution which supports data movement between many on premises and cloud data sources. This book covers custom tailored tutorials to help you develop , maintain and troubleshoot data movement processes and environments using Azure Data Factory V2 and SQL Server Integration Services 2017

BookMay 2018284 pages

Data Science with SQL Server Quick Start Guide

SQL Server started to fully support data science only with its last two editions. If you are a professional from both worlds, SQL Server and data science, and interested in using SQL Server and Machine Learning Services for their projects, then this is the ideal book for you.

BookAug 2018206 pages

Hands-On Data Science with SQL Server 2017

Learn how to utilize Microsoft SQL Server with NoSQL concepts for data science challenges. This book will help enhance your knowledge beyond data querying & processing tasks by implementing a data science pipeline. We will implement data science tasks and show how to use them on a day-to-day basis for efficient smart predictive models.

BookNov 2018506 pages

Hands-On SQL Server 2019 Analysis Services

This book will expand your ability to deliver meaningful, performant solutions to your organization. You’ll learn how to use an analytical engine for decision making and business analytics. With the help of this practical guide, you’ll also be able to work confidently with data and analytics.

BookOct 2020474 pages

Limitless Analytics with Azure Synapse

This book helps you understand the basic concepts and techniques of using Azure Synapse step-by-step. You'll gradually gain the skills you need to work with data and develop analytics solutions using the Azure analytics platform even with no prior knowledge of Azure.

BookJun 2021392 pages

Tabular Modeling with SQL Server 2016 Analysis Services Cookbook

BookJan 2017372 pages

Azure Data Factory Cookbook

With the help of well-structured and practical recipes, this book will teach you how to integrate data from the cloud and on-premise. You’ll learn how to transform, clean, and consolidate data into a single data platform and get to grips with using ADF as the main ETL and orchestration tool for your data warehouse or data platform project.

BookDec 2020382 pages

SQL Server 2017 Machine Learning Services with R

With integrated R Services within SQL Server 2017, developers and data scientists can now benefit from the integrated, effective, efficient and more streamlined analytics environment. In this book, you will understand how to leverage the capabilities of R Services in SQL Server 2017. This short yet effective guide will help you get familiar with SQL Server 2017 R Services, and will show how to implement efficient data science models using it.

BookFeb 2018338 pages

SQL Server 2019 Administrator's Guide

This book will give you all the information you need to become an expert database administrator and master the administrative aspects of SQL Server 2019. From setting up and configuring your SQL Server instance to fine-tuning your database, this extensive guide will teach you the nitty-gritty of SQL Server 2019 administration.

BookSep 2020522 pages

SQL Server 2017 Administrator's Guide

This book will give you all the information you need to become an expert database administrator, and master the administrative aspects of SQL Server 2017. From setting up and configuring your SQL Server instance to fine-tuning your database, this extensive guide will teach you the nitty-gritty of SQL Server 2017 administration.

BookDec 2017434 pages

SQL Server 2016 Developer's Guide

This book is designed to get you up to speed with SQL Server 2016, covering the essential concepts and techniques. By the end of this book, you’ll be able to design efficient, high-performance database applications confidently.

BookMar 2017616 pages

Personalised recommendations for you

Based on your interests and search pattern

Et al.

Ever wonder why speech recognition systems don't understand the Scottish accent, or what would happen if an astronaut only ate mac 'n' cheese, or other spurious reflections you'd have at a bar? We did, then collated those deliberations into absurd research articles with fake figures and methodologies inspired by even more fictionally absurd studies.

BookAug 2023230 pages5

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

BookDec 2023360 pages4

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

BookDec 2023360 pages5

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

BookDec 2023360 pages1

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

BookDec 2023360 pages5

Mastering Tableau 2023

This book is a comprehensive resource to mastering your Tableau skills and becoming a BI expert. As you progress, you will learn how to build advanced dashboards and improve your storytelling to derive key business insight, as well as make you well-versed with advanced functionalities of Tableau in the business intelligence domain.

BookAug 2023684 pages

Building AI Applications with ChatGPT APIs

This guide covers all ChatGPT API features for effortless creation of robust AI powered apps. With its help, you’ll be able to leverage ChatGPT’s cutting-edge NLP models to take your app development skills to the next level. You’ll also work on ten exciting projects that will give you the practical know-how that you can apply to your existing applications.

BookSep 2023258 pages5

Building AI Applications with ChatGPT APIs

This guide covers all ChatGPT API features for effortless creation of robust AI powered apps. With its help, you’ll be able to leverage ChatGPT’s cutting-edge NLP models to take your app development skills to the next level. You’ll also work on ten exciting projects that will give you the practical know-how that you can apply to your existing applications.

BookSep 2023258 pages2

Data Engineering with AWS

Embark on a journey to master data engineering pipelines on AWS! Our book offers a hands-on experience of AWS services for ingesting, transforming, and consuming data. Whether you're an absolute beginner or someone with basic data engineering experience, this guide is an indispensable resource.

BookOct 2023636 pages5

Modern Data Architecture on AWS

Every organization wants an agile, performant, and cost-effective data platform that meets all their current and future business needs. Purpose-built AWS analytics services and their features play a big part in building such a modern data platform. This book brings to you all the design and architectural patterns that’ll help you achieve this goal.

BookAug 2023420 pages5

Practical Guide to Applied Conformal Prediction in Python

Discover the power of Conformal Prediction with the "Practical Guide to Applied Conformal Prediction in Python." Master the latest techniques to quantify uncertainty in machine learning and computer vision models, and seamlessly apply them to your industry applications.

BookDec 2023240 pages

TinyML Cookbook

With over 70 project-based recipes, the TinyML Cookbook is a practical guide that will help you to get the most out of your microcontrollers. It provides a comprehensive understanding of the theoretical foundations while giving you hands-on experience training ML models for deployment on Arduino Nano 33 BLE Sense, Raspberry Pi Pico, and SparkFun RedBoard Artemis Nano microcontrollers.

BookNov 2023664 pages

You're reading from SQL Server 2017 Integration Services Cookbook

Profiling data with SSIS

Getting ready

Unlock this book and the full library FREE for 7 days

Authors (6)

ETL with Azure Cookbook

Hands-On Data Warehousing with Azure Data Factory

Data Science with SQL Server Quick Start Guide

SQL Server started to fully support data science only with its last two editions. If you are a professional from both worlds, SQL Server and data science, and interested in using SQL Server and Machine Learning Services for their projects, then this is the ideal book for you.

Hands-On Data Science with SQL Server 2017

Hands-On SQL Server 2019 Analysis Services

This book will expand your ability to deliver meaningful, performant solutions to your organization. You’ll learn how to use an analytical engine for decision making and business analytics. With the help of this practical guide, you’ll also be able to work confidently with data and analytics.

Limitless Analytics with Azure Synapse

This book helps you understand the basic concepts and techniques of using Azure Synapse step-by-step. You'll gradually gain the skills you need to work with data and develop analytics solutions using the Azure analytics platform even with no prior knowledge of Azure.

Tabular Modeling with SQL Server 2016 Analysis Services Cookbook

Azure Data Factory Cookbook

SQL Server 2017 Machine Learning Services with R

SQL Server 2019 Administrator's Guide

SQL Server 2017 Administrator's Guide

SQL Server 2016 Developer's Guide

This book is designed to get you up to speed with SQL Server 2016, covering the essential concepts and techniques. By the end of this book, you’ll be able to design efficient, high-performance database applications confidently.

Et al.

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

Generative AI with LangChain

This book is a comprehensive introduction to LLMs and LangChain, demystifying the basic mechanics of LangChain, its functionalities, and the myriad of applications it can be integrated into.

Mastering Tableau 2023

Building AI Applications with ChatGPT APIs

Building AI Applications with ChatGPT APIs

Data Engineering with AWS

Embark on a journey to master data engineering pipelines on AWS! Our book offers a hands-on experience of AWS services for ingesting, transforming, and consuming data. Whether you're an absolute beginner or someone with basic data engineering experience, this guide is an indispensable resource.

Modern Data Architecture on AWS

Practical Guide to Applied Conformal Prediction in Python

Discover the power of Conformal Prediction with the "Practical Guide to Applied Conformal Prediction in Python." Master the latest techniques to quantify uncertainty in machine learning and computer vision models, and seamlessly apply them to your industry applications.

TinyML Cookbook