New Self New Life
No Result
View All Result
  • Home
  • Entertainment
  • Celebrity
  • Cinema
  • Music
  • Digital Lifestyle
  • Social Media
  • Softwares
  • Devices
  • Home
  • Entertainment
  • Celebrity
  • Cinema
  • Music
  • Digital Lifestyle
  • Social Media
  • Softwares
  • Devices
New Self New Life
No Result
View All Result
Home Softwares

Fast is slow, slow is fast – rethinking Our Data Engineering Process | Blog | bol.com

by admin
7 months ago
in Softwares
Women in tech | bol.com
Share on FacebookShare on Twitter


Rethinking Our Information Engineering Course of

If you’re beginning a brand new staff, you are usually confronted with an important dilemma: Do you stick together with your present method of working to stand up and working shortly, promising your self to do the refactoring later? Or do you’re taking the time to rethink your method from the bottom up?

We encountered this dilemma in April 2023 after we launched a brand new knowledge science staff targeted on forecasting inside bol’s capability steering product staff. Inside the staff, we frequently joked that “there’s nothing as everlasting as a short lived resolution,” as a result of rushed implementations usually result in long-term complications.These fast fixes are inclined to grow to be everlasting as fixing them later requires vital effort, and there are all the time extra fast points demanding consideration. This time, we have been decided to do issues correctly from the beginning.

Recognising the potential pitfalls of sticking to our established method of working, we determined to rethink our method. Initially we noticed a chance to leverage our present know-how stack. Nonetheless, it shortly grew to become clear that our processes, structure, and total method wanted an overhaul.

To navigate this transition successfully, we recognised the significance of laying a robust groundwork earlier than diving into fast options. Our focus was not simply on fast wins however on guaranteeing that our knowledge engineering practices might sustainably assist our knowledge science staff’s long-term objectives and that we might ramp up successfully. This strategic method allowed us to deal with underlying points and create a extra resilient and scalable infrastructure. As we shifted our consideration from speedy implementation to constructing a stable basis, we might higher leverage our know-how stack and optimize our processes for future success.

We adopted the mantra of “Quick is sluggish, sluggish is quick.”: dashing into options with out addressing underlying points can hinder long-term progress. So, we prioritised constructing a stable basis for our knowledge engineering practices, benefiting our knowledge science workflows.

Our Journey: Rethinking and Restructuring

Within the following sections, I’m going to take you alongside our journey of rethinking and restructuring our knowledge engineering processes. We’ll discover how we:

  • Leveraged Apache Airflow to orchestrate and handle our knowledge workflows, simplifying complicated processes and guaranteeing clean operations.
  • Realized from previous experiences to determine and get rid of inefficiencies and redundancies that have been holding us again.
  • Adopted a layered method to knowledge engineering, which streamlined our operations and considerably enhanced our skill to iterate shortly.
  • Embraced monotasking in our workflows, bettering readability, maintainability, and reusability of our processes.
  • Aligned our code construction with our knowledge construction, making a extra cohesive and environment friendly system that mirrored the way in which our knowledge flows.

By the top of this journey, you’ll see how our dedication to doing issues the correct method from the beginning has set us up for long-term success. Whether or not you’re going through comparable challenges or seeking to refine your individual knowledge engineering practices, I hope our experiences and insights will present invaluable classes and inspiration.

Float

We rely closely on Apache Airflow for job orchestration. In Airflow, workflows are represented as Directed Acyclic Graphs (DAGs), with steps progressing in a single path. When explaining Airflow to non-technical stakeholders, we frequently use the analogy of cooking recipes.



Source link

Tags: Blogbol.comDataengineeringFastProcessrethinkingSlow
Previous Post

Splitting the data of the monolith – Because who needs to sleep anyway… | Blog | bol.com

Next Post

Coffee Break: Albert Croquis Convertible Tote

Related Posts

How to Add Custom Style Variations to WordPress Blocks — Speckyboy
Softwares

How to Add Custom Style Variations to WordPress Blocks — Speckyboy

by admin
June 2, 2025
Smart software replaces expensive sensors for glass wall detection with 96% accuracy
Softwares

Smart software replaces expensive sensors for glass wall detection with 96% accuracy

by admin
June 1, 2025
User Guide For UnoPim PDF Generator
Softwares

User Guide For UnoPim PDF Generator

by admin
May 31, 2025
Infragistics Ultimate 25.1 includes updates across several of its UI toolkit components
Softwares

Infragistics Ultimate 25.1 includes updates across several of its UI toolkit components

by admin
May 29, 2025
Qt bridges the language barrier gap
Softwares

Qt bridges the language barrier gap

by admin
May 28, 2025
Next Post
Coffee Break: Albert Croquis Convertible Tote

Coffee Break: Albert Croquis Convertible Tote

Of The Trees Raises Nearly $30,000 for Environment America

Of The Trees Raises Nearly $30,000 for Environment America

  • Trending
  • Comments
  • Latest
Anant Ambani wedding: Celebs, wealthy elite attend lavish billionaire festivities – National

Anant Ambani wedding: Celebs, wealthy elite attend lavish billionaire festivities – National

March 1, 2024
Every Kathryn Hahn Film Performance, Ranked

Every Kathryn Hahn Film Performance, Ranked

December 24, 2022
Deployment Diagrams Explained in Detail, With Examples

Deployment Diagrams Explained in Detail, With Examples

August 11, 2021
10 really good gadgets that cost less than $100 – TechCrunch

10 really good gadgets that cost less than $100 – TechCrunch

December 17, 2021
How to Build a JavaScript Search [Article]

How to Build a JavaScript Search [Article]

August 30, 2022
Advancement in predicting software vulnerabilities

Advancement in predicting software vulnerabilities

May 21, 2022
The Pros and Cons of Freelance Coding [Article]

The Pros and Cons of Freelance Coding [Article]

December 5, 2023
Product Information Management Trends (PIM)

Product Information Management Trends (PIM)

February 4, 2022
Samsung may incorporate Perplexity’s AI tech in its phones

Samsung may incorporate Perplexity’s AI tech in its phones

June 2, 2025
Sammy Hagar and Eddie Van Halen Wanted to Write Song on Cello

Sammy Hagar and Eddie Van Halen Wanted to Write Song on Cello

June 2, 2025
Lady Isabella Hervey on bouncing back from her unhappy marriage and her new life on the Algarve

Lady Isabella Hervey on bouncing back from her unhappy marriage and her new life on the Algarve

June 2, 2025
19 Sustainable Clothing Brands For Stylish Men In 2025

19 Sustainable Clothing Brands For Stylish Men In 2025

June 2, 2025
How to Add Custom Style Variations to WordPress Blocks — Speckyboy

How to Add Custom Style Variations to WordPress Blocks — Speckyboy

June 2, 2025
Instagram Creators With Over 100K Followers Will Get Access to Additional Comment Filters

Instagram Creators With Over 100K Followers Will Get Access to Additional Comment Filters

June 2, 2025
Fantastic Four Star Vanessa Kirby Is Pregnant!

Fantastic Four Star Vanessa Kirby Is Pregnant!

June 2, 2025
Inside Zendaya and Tom Holland’s Marvelous Love Story

Inside Zendaya and Tom Holland’s Marvelous Love Story

June 1, 2025
New Self New Life

Your source for entertainment news, celebrities, celebrity news, and Music, Cinema, Digital Lifestyle and Social Media and More !

Categories

  • Celebrity
  • Cinema
  • Devices
  • Digital Lifestyle
  • Entertainment
  • Music
  • Social Media
  • Softwares
  • Uncategorized

Recent Posts

  • Samsung may incorporate Perplexity’s AI tech in its phones
  • Sammy Hagar and Eddie Van Halen Wanted to Write Song on Cello
  • Lady Isabella Hervey on bouncing back from her unhappy marriage and her new life on the Algarve
  • Home
  • Disclaimer
  • DMCA
  • Privacy Policy
  • Cookie Privacy Policy
  • Terms and Conditions
  • Contact us

Copyright © 2021 New Self New Life.
New Self New Life is not responsible for the content of external sites. slotsfree  creator solana token

No Result
View All Result
  • Home
  • Entertainment
  • Celebrity
  • Cinema
  • Music
  • Digital Lifestyle
  • Social Media
  • Softwares
  • Devices

Copyright © 2021 New Self New Life.
New Self New Life is not responsible for the content of external sites.

phl63 slot