Backtracking key-based values from the EDW to Banner by way of the ODS can be a cumbersome task; we have streamlined this by developing reusable code in the form of an Oracle function to dynamically identify redundant records.
Extending the Admin UI: Proactively Preventing Poor BPRA Load/Refresh Perform...Bryan L. Mack
Enhancing Ellucian's Admin UI tool to allow Oracle Chains functionality as well as automatic statistics collections on poorly performing ETL mappings. Presented along with Eric Boyce at Ellucian Live in New Orleans - April 2015.
Oracle's Listagg Function - Uses and Duplicate RemovalBryan L. Mack
Explaining how and why to use the Listagg analytic function delivered in Oracle 11g R2 for pivoting multiple rows' data onto one line. Additionally, tips on how to eliminate duplicate values in a Listagg by using distinct or regular expressions, and writing a function to do all the work for you.
SRP Implementation Success in a Complex EnvironmentBryan L. Mack
Colorado Community College System went live with SRP in early 2015. Bringing this to fruition was a large undertaking with many challenges. Among others, these include Banner data errors, cleansing customizations, and MEP compatibility. Additionally, we will discuss the approaches we took to tune our nightly SRP refresh down from 57 hours to 3.5 hours.
ODS Data Sleuth: Tracking Down Calculated Fields in BannerBryan L. Mack
Ellucian's Banner product doesn't always store the values you see within its database. Rather, Banner can calculate values on the fly. This presents challenges in moving these pieces of data from the Banner OLTP over to the Operational Data Store (Data Warehouse). This presentation will discuss best practices in doing this, and will walk through a few case studies.
Presented at Ellucian Live conference April 7, 2014 in Anaheim, California
Cognos Macros: Situational Examples & SyntaxBryan L. Mack
Embedding dynamic filters into Custom SQL-based Cognos reports is necessary such that we can define where the filter should exist. This report shows why using the Cognos GUI for filtering is not wise, and how to properly use macros in your code.
Extending the Admin UI: Proactively Preventing Poor BPRA Load/Refresh Perform...Bryan L. Mack
Enhancing Ellucian's Admin UI tool to allow Oracle Chains functionality as well as automatic statistics collections on poorly performing ETL mappings. Presented along with Eric Boyce at Ellucian Live in New Orleans - April 2015.
Oracle's Listagg Function - Uses and Duplicate RemovalBryan L. Mack
Explaining how and why to use the Listagg analytic function delivered in Oracle 11g R2 for pivoting multiple rows' data onto one line. Additionally, tips on how to eliminate duplicate values in a Listagg by using distinct or regular expressions, and writing a function to do all the work for you.
SRP Implementation Success in a Complex EnvironmentBryan L. Mack
Colorado Community College System went live with SRP in early 2015. Bringing this to fruition was a large undertaking with many challenges. Among others, these include Banner data errors, cleansing customizations, and MEP compatibility. Additionally, we will discuss the approaches we took to tune our nightly SRP refresh down from 57 hours to 3.5 hours.
ODS Data Sleuth: Tracking Down Calculated Fields in BannerBryan L. Mack
Ellucian's Banner product doesn't always store the values you see within its database. Rather, Banner can calculate values on the fly. This presents challenges in moving these pieces of data from the Banner OLTP over to the Operational Data Store (Data Warehouse). This presentation will discuss best practices in doing this, and will walk through a few case studies.
Presented at Ellucian Live conference April 7, 2014 in Anaheim, California
Cognos Macros: Situational Examples & SyntaxBryan L. Mack
Embedding dynamic filters into Custom SQL-based Cognos reports is necessary such that we can define where the filter should exist. This report shows why using the Cognos GUI for filtering is not wise, and how to properly use macros in your code.
ECET 450 Laboratory 2Lab 2 involves two parts.Part A involv.docxjenkinsmandie
ECET 450: Laboratory 2
Lab 2 involves two parts.
Part A
involves normalizing a small part of a DB. The steps to complete this exercise include getting the data items into 1NF, 2NF, and 3NF. The final step is to generate the ERD for the table or tables that are in the dependency diagram in 3NF.
Part B
provides practice in the creation of realistic tables and their relationships using Oracle SQL*Plus and introduces writing SQL*Plus script files. This laboratory exercise creates a relatively simple invoice system using SQL statements. This DB schema is used throughout the next several weeks of laboratory exercises. The final product is an SQL script that makes it possible to initially create and re-create, if need be, the DB schema in order to do to the later laboratory exercises.
Part A:
Purpose:
This exercise involves normalizing a small part of a DB. The steps to complete this exercise include getting the data items into 1NF, 2NF, and 3NF. The final step is to generate the ERD for the table or tables that are in the dependency diagram in 3NF.
Discussion:
Some small business wants to keep track of office furniture, computers, printers, etc. A sample of the ITEM records is shown below:
ATTRIBUTE NAME
SAMPLE VALUE
SAMPLE VALUE
SAMPLE VALUE
ITEM_ID
D1342245
D1453356
D1365779
ITEM_DESCRIPTION
IQ Deskjet 683P
IQ Toner
DT Photocopier
ROOM_NUMBER
227
227
342
BLDG_CODE
SC
SC
ET
BLDG_NAME
Science
Science
Electronics Technology
BLDG_MANAGER
A. B. Jones
A. B. Jones
R. S. Smith
Draw the dependency diagram using the data in the table. Make sure to label the transitive and partial dependencies.
Using the dependency diagram developed in step 1, create a set of dependency diagrams that meet 3
rd
Normal Form requirements. Rename attributes to meet the naming conventions. Create new entities and attributes as necessary.
Draw the crow’s foot ERD with the VISIO drawing tool using the results of step 2.
Part B:
Purpose:
This laboratory provides practice in the creation of realistic tables and their relationships using Oracle SQL*Plus and introduces writing SQL*Plus script files. This laboratory exercise creates a relatively simple invoice system using SQL statements. This DB schema is used throughout the next several weeks of laboratory exercises. The final product is an SQL script that makes it possible to initially create and re-create, if need be, the DB schema in order to do to the later laboratory exercises.
Procedure:
Using your assigned user name, password, and host string, log in to Oracle SQL*Plus. Record your dialog with a spool file.
Following the four requirements below, create the 5 tables shown later in this laboratory exercise, and enter all data as shown. Be sure to record your interactions with SQL*Plus using the spool command.
Use table names, attribute names, and data exactly as shown. The one exception is that you will omit the dollar sign and comma separators in the money amounts. Accurately enter the data as you will .
Charles WilliamsCS362Unit 3 Discussion BoardStructured Query Langu.docxchristinemaritza
Charles WilliamsCS362Unit 3 Discussion Board
Structured Query Language for Data Management 1
Structured Query Language for Data Management 36-04-17
Table of Contents
Phase 1- Database Design and DDL 3
Business Rules & Entity Tables 3
Entity Tables: 4
SQL CODE: 4
Screenshots: 8
Phase 2 – Security and DML 13
Task 1 14
Task 2 15
Task 3 16
Task 4 17
Task 5 18
Phase 3 - DML (Select) and Procedures 19
Task 1 19
Task 2 20
Task 3 21
Task 4 22
Task 5 23
Phase 4 – Architecture, Indexes 27
Step 1: CREATE TABLE [Degrees] 27
Step 2: Re-create ‘Classes’ TABLE to add ‘DegreeID’ column and INSERT 6 classes 29
Step 3: ALTER TABLE [Students] 31
Step 5: DML script to INSERT INTO the ‘Students’ table ‘DegreeID’ data 33
Step 6: Display ERD 36
Phase 5 – Views, Transactions, Testing and Performance 37
References 38
Phase 1- Database Design and DDL
I contracted to design and develop a database for CTU that will store individual and confidential university data. This database is required to give the back-end engineering to a front-end web application with an instinctive User/Interface (U/I) to be utilized by the college HR office. We've chosen to utilize Microsoft SQL Server 2012 given the way of information to be put away because it will be more secure, and it additionally gives a suite of server upkeep apparatuses to be deserted with the IT Department once the database and web application have been tried and acknowledged by college partners.
Amid our preparatory gatherings, CTU's necessities were characterized and enough perused to start making of the database. The accompanying areas contain the business tenets and element tables created amid the preparatory gatherings, and additionally duplicates of all the SQL code used to manufacture the database and make the Entity Relationship Diagram (ERD).
Business Rules & Entity Tables
Business Rules:
· A student has a name, a birth date, and gender.
· You must track the date the student started at the university and his or her current GPA, as well as be able to inactivate him or her without deleting information.
· For advising purposes, store the student's background/bio information. This is like a little story.
· An advisor has a name and an e-mail address.
· Students are assigned to one advisor, but one advisor may service multiple students.
· A class has a class code, name, and description.
· You need to indicate the specific classes a student is taking/has taken at the university. Track the date the student started a specific class and the grade earned in that class.
· Each class that a student takes has 4 assignments. Each assignment is worth 100 points.Entity Tables:
SQL CODE:
Create Database:
CREATE DATABASE [Cameron_CTU]
CONTAINMENT = NONE
ON PRIMARY
( NAME = N'Cameron_CTU', FILENAME = N'c:\Program Files\Microsoft SQL Server\MSSQL11.SCAMERON_CTU\MSSQL\DATA\Cameron_CTU.mdf' , SIZE = 3072KB , FILEGROWTH = 1024KB )
LOG ON
( NAME = N'Cameron_CTU_log', FILENAME = N'c:\Progra ...
Based on the materials for this week, create your own unique Datab.docxJASS44
Based on the materials for this week, create your own unique Database table using MySQL.
The table should contain at least 6 columns (use different data type, as appropriate for your application).
The table should have a Primary Key and one other constraint of your choice.
You should populate the table with 5 records.
Then Query the table to display all columns for all records.
You should provide the SQL script and screen captures of you successfully running the script.
Respond to other students by supplying scripts that add additional records, modiify or query data from the tables. Demonstrate your modifications worked by providing the screen shots of your scripts successfully running.
Business-level strategies are intended to help an organization take advantage of opportunities in its environment to create value for stakeholders. Low-cost and differentiation strategies are the two primary approaches used by organizations to gain competitive advantage at the business level. Describe the two types of strategies. Using the example of a chain of women’s clothing stores, analyze how such an organization might employ each type of strategy. How would the organization design its structure under each type of business-level strategy? How would the culture of the organization differ under each type of business-level strategy?
Should be at least 300 words. Does not have to be in paper format this is only a post
Name: William Clements
Class: SDEV 300
Section: 6380
Date: 6/15/2016
Lab 7
Screen Shot:
1
Introduction to MySQL
Overview
This lab walks you through using MySQL. MySQL is a relational database that can be used as part of Web
and other applications. This lab serves as a primer for using MySQL and will serve as a foundation when
we discuss SQL injection attacks and possible mitigations.
Learning Outcomes:
At the completion of the lab you should be able to:
1. Connect to a MySQL database and show the tables within the Ubuntu virtual machine
2. Create MySQL tables containing popular data types and constraints
3. Insert, update and delete data from MySQL database tables
4. Create and execute SQL Select statements and simple joins on MySQL tables
Lab Submission Requirements:
After completing this lab, you will submit a word (or PDF) document that meets all of the requirements in
the description at the end of this document. In addition, your MySQL file should be submitted. You can
submit multiple files in a zip file.
Virtual Machine Account Information
Your Virtual Machine has been preconfigured with all of the software you will need for this class. The
default username and password are:
Username : umucsdev
Password: umuc$d8v
MySQL Username: sdev_owner
MySQL password: sdev300
MySQL database: sdev
Part 1 – Connect to a MySQL database and show the tables within the Ubuntu virtual machine
The Virtual Machine already has MySQL installed. A MySQL username has also been created alon ...
CIS 336 STUDY Introduction Education--cis336study.comclaric262
FOR MORE CLASSES VISIT
www.cis336study.com
Question 1. 1. (TCO 1) A DBMS performs several important functions that guarantee the integrity and consistency of the data in the database. Which of the following is NOT one of those functions?
Question 2. 2. (TCO 1) A relational DBMS provides protection of the _____ through security, control, and recovery facilities.
Question 3. 3. (TCO 2) A relationship is an association between _____
MySQL New Features -- Sunshine PHP 2020 PresentationDave Stokes
MySQL has moved to a quarterly release cycle and it can be hard to keep up with the new features. For instance, there are now multi-valued indexes for things like JSON arrays to allow for fast searches of embedded data. And there is a bulk loaded for JSON, CSV, and TSV data that works in parallel. Or support for JSON-Schame.org's JSON schema validation. Plus you no longer need to run mysql_upgrade after an upgrade as that is all automated. In addition, you can now clone InnoDB tablespaces for fast initialization of replicate data. So if you need to catch up on the latest and greatest from MySQL you need to be in this session.
When design tables just won't cut it, a little bit of programming can give you the power to leverage Microsoft Excel. As a powerful calculation engine and easy user interface creator, Excel is a great way to create basic to incredibly complex automation tools.
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
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ECET 450 Laboratory 2Lab 2 involves two parts.Part A involv.docxjenkinsmandie
ECET 450: Laboratory 2
Lab 2 involves two parts.
Part A
involves normalizing a small part of a DB. The steps to complete this exercise include getting the data items into 1NF, 2NF, and 3NF. The final step is to generate the ERD for the table or tables that are in the dependency diagram in 3NF.
Part B
provides practice in the creation of realistic tables and their relationships using Oracle SQL*Plus and introduces writing SQL*Plus script files. This laboratory exercise creates a relatively simple invoice system using SQL statements. This DB schema is used throughout the next several weeks of laboratory exercises. The final product is an SQL script that makes it possible to initially create and re-create, if need be, the DB schema in order to do to the later laboratory exercises.
Part A:
Purpose:
This exercise involves normalizing a small part of a DB. The steps to complete this exercise include getting the data items into 1NF, 2NF, and 3NF. The final step is to generate the ERD for the table or tables that are in the dependency diagram in 3NF.
Discussion:
Some small business wants to keep track of office furniture, computers, printers, etc. A sample of the ITEM records is shown below:
ATTRIBUTE NAME
SAMPLE VALUE
SAMPLE VALUE
SAMPLE VALUE
ITEM_ID
D1342245
D1453356
D1365779
ITEM_DESCRIPTION
IQ Deskjet 683P
IQ Toner
DT Photocopier
ROOM_NUMBER
227
227
342
BLDG_CODE
SC
SC
ET
BLDG_NAME
Science
Science
Electronics Technology
BLDG_MANAGER
A. B. Jones
A. B. Jones
R. S. Smith
Draw the dependency diagram using the data in the table. Make sure to label the transitive and partial dependencies.
Using the dependency diagram developed in step 1, create a set of dependency diagrams that meet 3
rd
Normal Form requirements. Rename attributes to meet the naming conventions. Create new entities and attributes as necessary.
Draw the crow’s foot ERD with the VISIO drawing tool using the results of step 2.
Part B:
Purpose:
This laboratory provides practice in the creation of realistic tables and their relationships using Oracle SQL*Plus and introduces writing SQL*Plus script files. This laboratory exercise creates a relatively simple invoice system using SQL statements. This DB schema is used throughout the next several weeks of laboratory exercises. The final product is an SQL script that makes it possible to initially create and re-create, if need be, the DB schema in order to do to the later laboratory exercises.
Procedure:
Using your assigned user name, password, and host string, log in to Oracle SQL*Plus. Record your dialog with a spool file.
Following the four requirements below, create the 5 tables shown later in this laboratory exercise, and enter all data as shown. Be sure to record your interactions with SQL*Plus using the spool command.
Use table names, attribute names, and data exactly as shown. The one exception is that you will omit the dollar sign and comma separators in the money amounts. Accurately enter the data as you will .
Charles WilliamsCS362Unit 3 Discussion BoardStructured Query Langu.docxchristinemaritza
Charles WilliamsCS362Unit 3 Discussion Board
Structured Query Language for Data Management 1
Structured Query Language for Data Management 36-04-17
Table of Contents
Phase 1- Database Design and DDL 3
Business Rules & Entity Tables 3
Entity Tables: 4
SQL CODE: 4
Screenshots: 8
Phase 2 – Security and DML 13
Task 1 14
Task 2 15
Task 3 16
Task 4 17
Task 5 18
Phase 3 - DML (Select) and Procedures 19
Task 1 19
Task 2 20
Task 3 21
Task 4 22
Task 5 23
Phase 4 – Architecture, Indexes 27
Step 1: CREATE TABLE [Degrees] 27
Step 2: Re-create ‘Classes’ TABLE to add ‘DegreeID’ column and INSERT 6 classes 29
Step 3: ALTER TABLE [Students] 31
Step 5: DML script to INSERT INTO the ‘Students’ table ‘DegreeID’ data 33
Step 6: Display ERD 36
Phase 5 – Views, Transactions, Testing and Performance 37
References 38
Phase 1- Database Design and DDL
I contracted to design and develop a database for CTU that will store individual and confidential university data. This database is required to give the back-end engineering to a front-end web application with an instinctive User/Interface (U/I) to be utilized by the college HR office. We've chosen to utilize Microsoft SQL Server 2012 given the way of information to be put away because it will be more secure, and it additionally gives a suite of server upkeep apparatuses to be deserted with the IT Department once the database and web application have been tried and acknowledged by college partners.
Amid our preparatory gatherings, CTU's necessities were characterized and enough perused to start making of the database. The accompanying areas contain the business tenets and element tables created amid the preparatory gatherings, and additionally duplicates of all the SQL code used to manufacture the database and make the Entity Relationship Diagram (ERD).
Business Rules & Entity Tables
Business Rules:
· A student has a name, a birth date, and gender.
· You must track the date the student started at the university and his or her current GPA, as well as be able to inactivate him or her without deleting information.
· For advising purposes, store the student's background/bio information. This is like a little story.
· An advisor has a name and an e-mail address.
· Students are assigned to one advisor, but one advisor may service multiple students.
· A class has a class code, name, and description.
· You need to indicate the specific classes a student is taking/has taken at the university. Track the date the student started a specific class and the grade earned in that class.
· Each class that a student takes has 4 assignments. Each assignment is worth 100 points.Entity Tables:
SQL CODE:
Create Database:
CREATE DATABASE [Cameron_CTU]
CONTAINMENT = NONE
ON PRIMARY
( NAME = N'Cameron_CTU', FILENAME = N'c:\Program Files\Microsoft SQL Server\MSSQL11.SCAMERON_CTU\MSSQL\DATA\Cameron_CTU.mdf' , SIZE = 3072KB , FILEGROWTH = 1024KB )
LOG ON
( NAME = N'Cameron_CTU_log', FILENAME = N'c:\Progra ...
Based on the materials for this week, create your own unique Datab.docxJASS44
Based on the materials for this week, create your own unique Database table using MySQL.
The table should contain at least 6 columns (use different data type, as appropriate for your application).
The table should have a Primary Key and one other constraint of your choice.
You should populate the table with 5 records.
Then Query the table to display all columns for all records.
You should provide the SQL script and screen captures of you successfully running the script.
Respond to other students by supplying scripts that add additional records, modiify or query data from the tables. Demonstrate your modifications worked by providing the screen shots of your scripts successfully running.
Business-level strategies are intended to help an organization take advantage of opportunities in its environment to create value for stakeholders. Low-cost and differentiation strategies are the two primary approaches used by organizations to gain competitive advantage at the business level. Describe the two types of strategies. Using the example of a chain of women’s clothing stores, analyze how such an organization might employ each type of strategy. How would the organization design its structure under each type of business-level strategy? How would the culture of the organization differ under each type of business-level strategy?
Should be at least 300 words. Does not have to be in paper format this is only a post
Name: William Clements
Class: SDEV 300
Section: 6380
Date: 6/15/2016
Lab 7
Screen Shot:
1
Introduction to MySQL
Overview
This lab walks you through using MySQL. MySQL is a relational database that can be used as part of Web
and other applications. This lab serves as a primer for using MySQL and will serve as a foundation when
we discuss SQL injection attacks and possible mitigations.
Learning Outcomes:
At the completion of the lab you should be able to:
1. Connect to a MySQL database and show the tables within the Ubuntu virtual machine
2. Create MySQL tables containing popular data types and constraints
3. Insert, update and delete data from MySQL database tables
4. Create and execute SQL Select statements and simple joins on MySQL tables
Lab Submission Requirements:
After completing this lab, you will submit a word (or PDF) document that meets all of the requirements in
the description at the end of this document. In addition, your MySQL file should be submitted. You can
submit multiple files in a zip file.
Virtual Machine Account Information
Your Virtual Machine has been preconfigured with all of the software you will need for this class. The
default username and password are:
Username : umucsdev
Password: umuc$d8v
MySQL Username: sdev_owner
MySQL password: sdev300
MySQL database: sdev
Part 1 – Connect to a MySQL database and show the tables within the Ubuntu virtual machine
The Virtual Machine already has MySQL installed. A MySQL username has also been created alon ...
CIS 336 STUDY Introduction Education--cis336study.comclaric262
FOR MORE CLASSES VISIT
www.cis336study.com
Question 1. 1. (TCO 1) A DBMS performs several important functions that guarantee the integrity and consistency of the data in the database. Which of the following is NOT one of those functions?
Question 2. 2. (TCO 1) A relational DBMS provides protection of the _____ through security, control, and recovery facilities.
Question 3. 3. (TCO 2) A relationship is an association between _____
MySQL New Features -- Sunshine PHP 2020 PresentationDave Stokes
MySQL has moved to a quarterly release cycle and it can be hard to keep up with the new features. For instance, there are now multi-valued indexes for things like JSON arrays to allow for fast searches of embedded data. And there is a bulk loaded for JSON, CSV, and TSV data that works in parallel. Or support for JSON-Schame.org's JSON schema validation. Plus you no longer need to run mysql_upgrade after an upgrade as that is all automated. In addition, you can now clone InnoDB tablespaces for fast initialization of replicate data. So if you need to catch up on the latest and greatest from MySQL you need to be in this session.
When design tables just won't cut it, a little bit of programming can give you the power to leverage Microsoft Excel. As a powerful calculation engine and easy user interface creator, Excel is a great way to create basic to incredibly complex automation tools.
Unleash Unlimited Potential with One-Time Purchase
BoxLang is more than just a language; it's a community. By choosing a Visionary License, you're not just investing in your success, you're actively contributing to the ongoing development and support of BoxLang.
Field Employee Tracking System| MiTrack App| Best Employee Tracking Solution|...informapgpstrackings
Keep tabs on your field staff effortlessly with Informap Technology Centre LLC. Real-time tracking, task assignment, and smart features for efficient management. Request a live demo today!
For more details, visit us : https://informapuae.com/field-staff-tracking/
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👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-pilot-review/
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✅No setup or configuration; use your voice (like Siri) to do whatever you want.
✅You Can Use AI Pilot To Create your version of AI Pilot And Charge People For It…
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The alleged breach affected Europol agencies CCSE, EC3, Europol Platform for Experts, Law Enforcement Forum, and SIRIUS. Infiltration of these entities can disrupt ongoing investigations and compromise sensitive intelligence shared among international law enforcement agencies.
However, this is neither the first nor the last activity of IntekBroker. We have compiled for you what happened in the last few days. To track such hacker activities on dark web sources like hacker forums, private Telegram channels, and other hidden platforms where cyber threats often originate, you can check SOCRadar’s Dark Web News.
Stay Informed on Threat Actors’ Activity on the Dark Web with SOCRadar!
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
In software engineering, the right architecture is essential for robust, scalable platforms. Wix has undergone a pivotal shift from event sourcing to a CRUD-based model for its microservices. This talk will chart the course of this pivotal journey.
Event sourcing, which records state changes as immutable events, provided robust auditing and "time travel" debugging for Wix Stores' microservices. Despite its benefits, the complexity it introduced in state management slowed development. Wix responded by adopting a simpler, unified CRUD model. This talk will explore the challenges of event sourcing and the advantages of Wix's new "CRUD on steroids" approach, which streamlines API integration and domain event management while preserving data integrity and system resilience.
Participants will gain valuable insights into Wix's strategies for ensuring atomicity in database updates and event production, as well as caching, materialization, and performance optimization techniques within a distributed system.
Join us to discover how Wix has mastered the art of balancing simplicity and extensibility, and learn how the re-adoption of the modest CRUD has turbocharged their development velocity, resilience, and scalability in a high-growth environment.
1. EDW Star Schema
PK Violation
Troubleshooting
Made Easy
Bryan L. Mack
BI Developer/Team Lead
Colorado Community College
System
2. What’s the problem?
In Ellucian’s EDW – error records are written
off to a WKE_* table when they can’t be
inserted to the WTT_*_WKEYS table due to a
primary key error.
How do we find these troublesome records’
ODS data that is causing the PK violation?
6. The Hard Way
3) Find the dimension tables associated with
each PK element. Use common sense to
do this, if you have none of that, use
deductive reasoning.
MULTI_SOURCE_KEY = WDT_MULTI_SOURCE
PERSON_UID = WDT_PERSON
ACADEMIC_TIME_KEY = WDT_ACADEMIC_TIME
7. The Hard Way
4) Build a SQL query using joins on the keys
from the WKE table & each of your
dimensions
8. The Hard Way
5) Use logic to replace (*) in your query from
step 4 with the fields you want to see.
WDT_MULTI_SOURCE = multi_source
WDT_ACADEMIC_TIME = academic_period
WDT_INSTRUCTOR = instructor_name
Etc.
9. Developing The Easy Way
That was way too much work.
We all love reusable code, right?
Good – let’s write some
10. Developing the Easy Way
1) Create table with the relevant fields you
want to see from each dimension should a
PK error occur. Sure, this will take you an
hour or so and is tedious; View it as an
investment.