Netflix Tech

MARCH 5, 2020

Building on past incidents to speed up the resolution of future incidents. status, title, description, priority, etc,) and Google Doc and Google Drive for managing data itself. Detailed instructions on setup and configuration are available in our docs. Life Cycle Management ?—?Providing Incident Learning ?—?Building

Metadata 81

Metadata AWS Management Architecture 81

dbt Developer Hub

JANUARY 14, 2023

This is the package I created: [link] Production-readying the pipeline ​ To make the pipeline more “production ready”, I made some improvements: Using a credential store instead of hard-coding passwords, in this case Google Secret Manager. get_venv ( pipeline ) # package the pipeline, dbt package and env dbt = dlt.

Data Ingestion 52

Data Ingestion Google Cloud Python Cloud 52

dbt Developer Hub

NOVEMBER 28, 2021

Packages are the easiest way for a dbt user to contribute code to the dbt community. This is a belief that I hold close as someone who is a contributor to packages and has helped many partners create their own during my time here at dbt Labs. What is a package even? A dbt package is basically a mini-dbt project.

Building 52

Building SQL Coding Datasets 52

Rockset

NOVEMBER 4, 2021

Here are some examples of the things you can do in your apps with Apache Spark: Build continuous ETL pipelines for stream processing SQL BI and analytics Do machine learning, and much more! How do you build a data application with Apache Spark and Rockset? Otherwise, you can easily check out these docs to set it up too!

Scala 52

Scala Java AWS Hadoop 52

dbt Developer Hub

MARCH 9, 2022

Special Thanks: Emilie Schario, Matt Winkler dbt has done a great job of building an elegant, common interface between data engineers, analytics engineers, and any data-y role, by uniting our work on SQL. Should we increase the SQL surface area to build ML models? It wasn’t intuitive, but it was better than leaving it out of dbt docs.

Machine Learning 52

Machine Learning Raw Data SQL Python 52

Snowflake

JULY 10, 2023

Customers are looking for ways to better utilize unstructured data, which could be in any file format such as doc, pdf, images (jpeg, png), audio (mp3), video, e-mails, or industry-specific formats such as raster data for geospatial,las files for well log data, DICOM for medical, and many more.

Unstructured Data 40

Unstructured Data Python Process Scala 40

dbt Developer Hub

APRIL 30, 2023

I wanted to build prestige in my career. dbt brought code-based tests, integrated CI, efficient development with packages, and global docs. Building the future: Where data engineers are going with dbt ​ As dbt has grown, so has the complexity of dbt projects. But in practice, I was babysitting brittle data pipelines.

Data Engineering 64

Data Engineering Data Engineer Engineering Finance 64

dbt Developer Hub

AUGUST 2, 2023

For Postgres/Redshift/Databricks {{ config ( materialized = 'materialized_view' , ) }} For Snowflake: {{ config ( materialized = 'dynamic_table' , ) }} note We are only supporting dynamic tables on Snowflake, not Snowflake’s materialized views (for a comparison between Snowflake Dynamic Tables and Materialized Views, refer docs.

Datasets 52

Datasets Kafka SQL Cloud 52

Grouparoo

MAY 11, 2021

Let's build him a pipeline to get data from Google Sheets to flow automatically into Mailchimp. Start by installing the grouparoo package from NPM globally, moving to whatever folder you want the project to live in, and initiating a new project. Why don't we help Dylan out a bit? npm install grouparoo -g cd./the-folder-that-my-grouparoo-project-will-live-in

Data Pipeline 52

Data Pipeline Data Project Utilities 52

Knowledge Hut

SEPTEMBER 28, 2023

To wrap it up simply, these hard skills are the building blocks that empower IT project managers to efficiently handle projects from start to finish, and extremely important for an IT Project Manager to have. Step 3: Begin Building Your Portfolio / Resume IT project manager is one of the most sought-after job roles in the industry.

Project 52

Project IT Management Computer Science 52

Ripple Engineering

FEBRUARY 2, 2021

This means we need to build better, more configurable and more collaborative tooling that prevents code collisions and enforces software engineering best practices. But, at the time of writing, GCP Build does not support GitLab or generic git repositories and solely integrates with Cloud Service Repositories and GitHub. py}" -.gitlab-ci.yml

Building 52

Building Python Google Cloud Coding 52

ProjectPro

SEPTEMBER 6, 2021

Additionally, you can use Python’s smtplib package to send an email containing the information that you extracted from the website to yourself. Project Idea: You can build a system that collects the prices of a product from different eCommerce websites and prepares a list of them.

Project 52

Project Programming Language Entertainment Python 52

Tweag

NOVEMBER 1, 2023

Overriding is typically an issue in Nix: when pulling package descriptions from the central repository ( Nixpkgs ), the package is “already applied”. For example, we build Nickel with Nix, and we need to make sure the version of wasm-bindgen we pull from Nixpkgs is the same as the one set in Cargo.toml. s t r i n g.

Metadata 104

Metadata Programming Programming Language Coding 104

dbt Developer Hub

APRIL 30, 2019

As the maintainers of dbt, and analytics consultants, at Fishtown Analytics (now dbt Labs) we build a lot of dbt projects. Instead, use this as a guide once you’ve already got an idea of what you’re building for how you should break the transformations up into separate dbt models. There are entire books on this topic. Still confused?

Project 40

Project Database-centric Raw Data Data Warehouse 40

dbt Developer Hub

FEBRUARY 12, 2024

In the past several years, dbt Docs helped centralize the documentation workflow and dramatically improved the documentation process. While useful, dbt Docs only ever provides a single point in time snapshot, and lacks any sense of your platform’s deployment and execution information. Where’s this data coming from? passing model!

Metadata 59

Metadata Raw Data BI Project 59

Knowledge Hut

JANUARY 31, 2024

By the end, you will have the essential ReactJS toolchain installed on Ubuntu and the knowledge to start building excellent React-powered apps right away. First things first, you'll need to update your package manager. Once those packages are in place, we can use npm to install React globally. Exploring React.js Exploring React.js

Coding 52

Coding Project Certification Architecture 52

Cloudera

APRIL 14, 2021

You can view the API documentation and try out individual API calls by accessing the API DOC link in any virtual cluster: In the CDE web console, select an environment. Click the link under API DOC. For further details on the API, please refer to the following doc link here. . First, obtain the latest CDE CLI. USER ${DEX_UID}.

Data Engineering 79

Data Engineering Data Engineer Engineering Data Pipeline 79

Lyft Engineering

MARCH 6, 2024

Build central infrastructure and automation first; only ask teams to jump in once we have exhausted what we can do for them. There are many ways a single repo can leverage Python — running locally, in builds, for linting, during tests, as a dependency, at runtime, or even via a sidecar — and we weren’t aware of all of them!

Python 72

Python Metadata Datasets Coding 72

Tweag

JUNE 14, 2023

Building a GHC for fuzzing-related instrumentation As explained in the previous section, a coverage-guided fuzzer requires compile-time instrumentation to be performed on user code. Now, it’s time to kickstart a GHC build and take your coffee break: $ git clone --recursive [link] $ cd ghc $./boot

Programming 56

Programming Coding Building Project 56

DoorDash Engineering

MARCH 7, 2023

Building from scratch often requires faster prototyping and customer validation than incremental improvements to an existing system. Install the prerequisite packages to get the example project to start. In this case, we’re using a package called nodemon which will auto-restart our backend Node.js Node version >= 16.13

AWS 119

AWS PostgreSQL Database SQL 119

dbt Developer Hub

NOVEMBER 29, 2022

We know that building an effective, scalable dbt project takes a lot of effort and brain power. Flash forward through a six month long development process… The dbt_project_evaluator was born: a dbt package that uses the shared language of SQL, models, and tests to identify and assert specific recommendations for a given dbt project.

Project 52

Project Professional Services SQL Coding 52

Tweag

MAY 1, 2024

This sample shows all pull requests automatically labeled as being related to documentation, which often comes with package updates and are often inconsequential in practice. This reportedly improved the learning experience — especially where we took the time to build a solid foundation in reference documentation.

Architecture 94

Architecture Project Coding Designing 94

Towards Data Science

FEBRUARY 19, 2024

Image from Unsplash Building a Semantic Book Search: Scale an Embedding Pipeline with Apache Spark and AWS EMR Serverless Using OpenAI’s Clip model to support natural language search on a collection of 70k book covers In a previous post I did a little PoC to see if I could use OpenAI’s Clip model to build a semantic book search.

AWS 61

AWS Building Bytes Python 61

Knowledge Hut

APRIL 25, 2024

Service Level Agreement (SLA) A Service Level Agreement or SLA as the name suggests is the agreement between the cloud service provider and the customers that includes all the necessary contract details including availability, terms, and conditions of services, packages purchased, and performance among many others.

Cloud Computing 52

Cloud Computing Cloud Amazon Web Services Google Cloud 52

dbt Developer Hub

NOVEMBER 28, 2021

We build a product based on the standards, conventions, and capabilities that are created there, and at least 70% of our engineering time is spent in contribution. I can visit the GitHub page for a project and see the number of stars, or look at a package on PyPI when I need to know how many downloads it's gotten.

Raw Data 52

Raw Data Metadata Database Datasets 52

Knowledge Hut

JANUARY 12, 2024

Also, we will learn how to build a Docker environment and use Docker commands. Containers provide a logical packaging mechanism for abstracting applications from the environment in which they run. CI/CD — Build Once, Run Everywhere Docker is used in production systems. Why Use Containers? 0ubuntu2~20.04.1 These are the basics.

Systems 97

Systems MySQL Architecture Certification 97

Knowledge Hut

NOVEMBER 22, 2023

With build automation, you set up your code to compile and build itself. It's an open-source Continuous Integration and Continuous Delivery (CI/CD) tool that takes the manual labor out of building, testing, and deploying code. Think of them as your coding companions. A real time-saver, am I right? But wait, there's more!

Coding 52

Coding Project Systems Designing 52

Towards Data Science

JUNE 2, 2023

Some data teams focus on increasing the data quality of the data processed by their data applications but they often forget about the code quality of the software they are building. Gotchas I just pictured a perfect scenario where you can just add the unit testing dbt package and start creating tests straight away.

Coding 73

Coding SQL Software Engineer Software Engineering 73

Knowledge Hut

FEBRUARY 7, 2023

But JavaScript is later expanded for Mobile, Desktop or Server to build under v8 runtime environment and Node.JS It helped JavaScript developers to build stand-alone scalable full-fledged applications. has a rich packaged ecosystem that amplifies every strength of JavaScript to its best. Latest Version (Current Version) Node.js

Programming Language 52

Programming Language Coding Certification Programming 52

dbt Developer Hub

AUGUST 30, 2022

Check it out, and read more about dbt supported Python models in our docs. Brooklyn Data Co just shipped a pretty significant re-write to the dbt_artifacts package. In his latest blog , Benoit Perigaud (dbt Labs Senior Analytics Engineer) shares how to use the pre-commit-dbt package to do just that. dbt_artifacts v1.2.0:

Programming 52

Programming Consulting Python BI 52

Tweag

JULY 12, 2023

That is why we want to build systems that foster cross-team communication, and using a monorepo is an excellent way to do that. Structuring the Workflows Making a CI pipeline for a repository with a single Python package is usually quite simple. For a software team to be successful, you need excellent communication.

Python 52

Python Coding Systems Designing 52

Lyft Engineering

JANUARY 30, 2023

The specified test data is saved and packaged up alongside the model binary itself. Development Flow With LyftLearn Serving The development flow for any task relating to LyftLearn Serving begins by taking a look at the docs. Eventually the prediction output is returned to the caller in an HTTP response. Prepare to make hard trade-offs.

Machine Learning 92

Machine Learning Systems Python Coding 92

Mutt Data

APRIL 11, 2023

But building on top of state of the art models is not enough by itself if you plan on using it in production. Very much alike other ML projects, for this endeavor to thrive, we had to build the capabilities for serving, monitoring and scaling the infrastructure that will serve as the backbone of the model.

Utilities 40

Utilities Python Deep Learning AWS 40

Scott Logic

MARCH 15, 2023

These two packages are likely used in most Xamarin Forms projects Is the name MAUI, after the Hawaiian island, or the Maori mythology legend who pulled the North Island of New Zealand up from the sea, if so then, kia ora MAUI. However calling it this sort of undermines the effort that has been put into building it.

Coding 52

Coding Project Architecture Building 52

Monte Carlo

JANUARY 23, 2024

Gen AI can whip up serviceable code in moments — making it much faster to build and test data pipelines. Just like at first everyone had to code in a language, then everyone had to know how to incorporate packages from those languages — now we’re moving into, ‘ How do you incorporate AI that will write the code for you?’” Max agrees.

Pipeline-centric 52

Pipeline-centric Database-centric Metadata Unstructured Data 52

Rockset

JANUARY 16, 2019

We will show how Rockset integrates with Kafka to ingest and index our fast-moving event data, enabling us to build operational apps and live dashboards on top of Rockset. Build Clone the repo git clone [link] cd kafka-connect-rockset Build a maven artifact mvn package This will build the jar in the /target directory.

Kafka 40

Kafka SQL Python Data 40

Monte Carlo

AUGUST 30, 2023

dbt (data build tool) is a SQL-based command-line tool that offers native testing features. In dbt, the built-in schema test `not_null` can be used to build completeness checks. So, in your pipeline script, specify a step to install dbt and any dbt packages your project relies on. Run your dbt models and tests.

SQL 52

SQL Datasets Database High Quality Data 52