Accessibility and Scala - Data Engineering Digest

Scala as a Junior Developer

Rock the JVM

SEPTEMBER 17, 2023

Lucas’ story is shared by lots of beginner Scala developers, which is why I wanted to post it here on the blog. I’ve watched thousands of developers learn Scala from scratch, and, like Lucas, they love it! If you want to learn Scala well and fast, take a look at my Scala Essentials course at Rock the JVM. sum > 8 ).

Scala

Scala Programming Coding Java

WebSockets in Scala, Part 2: Integrating Redis and PostgreSQL

Rock the JVM

MAY 22, 2024

In this iteration, we’ll be integrating Redis to keep track of the users and rooms and we’ll also be persisting messages in Postgres so that new users can have access to previous conversations. Next, we’ll create a user.scala file in the following path, src/main/scala/rockthejvm/websockets/domain. cond ( ( value. cond ( ( value.

PostgreSQL

PostgreSQL Scala Database SQL

Reliable, Fast Access to On-Chain Data Insights

Confluent

JUNE 7, 2019

Access to the data lake and raw data streams is self-provisioned which allows us to work in parallel, and to scale to support multiple protocols (e.g., Accessing on-chain data requires setting up nodes, which turns out to be not as easy as we thought, due to overcoming different quirks we encountered or data discrepancies between versions.

Accessibility

Accessibility Accessible Kafka Scala

Webinars

Agent Tooling: Connecting AI to Your Tools, Systems & Data

How to Modernize Manufacturing Without Losing Control

Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

MORE WEBINARS

Securely Scaling Big Data Access Controls At Pinterest

Pinterest Engineering

JULY 25, 2023

Each dataset needs to be securely stored with minimal access granted to ensure they are used appropriately and can easily be located and disposed of when necessary. Consequently, access control mechanisms also need to scale constantly to handle the ever-increasing diversification.

Big Data

Big Data Accessibility Accessible Hadoop

Two-Factor Authentication in Scala with Http4s

Rock the JVM

JULY 26, 2023

If you want to master the Typelevel Scala libraries (including Http4s) with real-life practice, check out the Typelevel Rite of Passage course, a full-stack project-based course. One Time Password (OTP) A One Time Password is a form of authentication that is used to grant access to a single login session or transaction. SHA256 ) }).

Scala

Scala Java Bytes Algorithm

A guide to UDP in Scala with FS2

Rock the JVM

DECEMBER 17, 2023

Setting Up Let’s create a new Scala 3 project and add the following to your build.sbt file. The UDP Server Create Fs2Udp.scala in the following path, src/main/scala/com/rockthejvm/fs2Udp/Fs2Udp.scala and add the following code: package com.rockthejvm.fs2Udp import cats.effect. val scala3Version = "3.3.1" lazy val root = project.

Scala

Scala Bytes Java Coding

gRPC in Scala with Fs2 and Scalapb

Rock the JVM

OCTOBER 1, 2023

Scala is not officially supported at the moment however the ScalaPB library provides a good wrapper around the official gRPC Java implementation, it provides an easy API that enables translation of Protocol Buffers to Scala case classes with support for Scala3, Scala.js, and Java Interoperability. Setting Up. in ( file ( "protobuf" )).

Scala

Scala Metadata Transportation Java

Adopting Spark Connect

Towards Data Science

NOVEMBER 6, 2024

However, this ability to remotely run client applications written in any supported language (Scala, Python) appeared only in Spark 3.4. In any case, all client applications use the same Scala code to initialize SparkSession, which operates depending on the run mode. getOrCreate() // If the client application uses your Scala code (e.g.,

Scala

Scala Java AWS Coding

Scala CLI Tutorial: Creating a CLI Sudoku Solver

Rock the JVM

JANUARY 8, 2023

Antonio is an alumnus of Rock the JVM, now a senior Scala developer with his own contributions to Scala libraries and junior devs under his mentorship. Which brings us to this article: Antonio originally started from my Sudoku backtracking article and built a Scala CLI tutorial for the juniors he’s mentoring.

Scala

Scala Java Algorithm Utilities

OAuth Authentication in Scala with Http4s

Rock the JVM

JULY 26, 2023

The authorization server provides the user with a prompt, asking the user to grant app1 access to app2 with a list of permissions. The authorization server on app2 will respond with a token id and an access token app1 can now request the user’s information from app2’s API using the access token. Setting Up.

Scala

Scala Coding Accessible Accessibility

Cloudera acquires Eventador to accelerate Stream Processing in Public & Hybrid Clouds

Cloudera

OCTOBER 12, 2020

This typically involved a lot of coding with Java, Scala or similar technologies. To summarize, the addition of the Eventador technology and team to Cloudera will enable our customers to democratize cross-organizational access to real-time data. Risk management and real-time fraud analysis for IT and finance teams.

Cloud

Cloud Process Scala Kafka

Unlock the New Wave of Gen AI With Snowpark Container Services GPU-Powered Compute

Snowflake

DECEMBER 20, 2023

Accessing the necessary resources from cloud providers demands careful planning and up to month-long wait times due to the high demand for GPUs. To expand the capabilities of the Snowflake engine beyond SQL-based workloads, Snowflake launched Snowpark , which added support for Python, Java and Scala inside virtual warehouse compute.

Scala

Scala Government Java Cloud

Ready-to-go sample data pipelines with Dataflow

Netflix Tech

DECEMBER 3, 2022

A large number of our data users employ SparkSQL, pyspark, and Scala. Then we’ll segue into the Scala and R use cases. Currently supported workflow RECIPEs are: spark-sql, pyspark, scala and sparklyr. scala-workflow ? ??? It solidifies different recipes or repeatable templates for data extraction. pyspark-workflow ? ???

Data Pipeline

Data Pipeline Scala Metadata Food

Accelerated integration of Eventador with Cloudera – SQL Stream Builder

Cloudera

MARCH 29, 2021

Their flagship product, SQL Stream Builder, made access to real-time data streams easily possible with just SQL (Structured Query Language). They no longer have to depend on any skilled Java or Scala developers to write special programs to gain access to such data streams. . SQL Stream Builder continuously runs SQL via Flink.

SQL

SQL Scala Manufacturing Java

HTTP Authentication with Scala and Http4s

Rock the JVM

JUNE 5, 2023

Http4s is one of the most powerful libraries in the Scala ecosystem, and it’s part of the Typelevel stack. If you want to master the Typelevel Scala libraries with real-life practice, check out the Typelevel Rite of Passage course, a full-stack project-based course. by Herbert Kateu Hey, it’s Daniel here. val scala3Version = "3.2.2"

Scala

Scala Coding Accessible Accessibility

HTTP Authentication with Scala and Http4s

Rock the JVM

JUNE 5, 2023

Http4s is one of the most powerful libraries in the Scala ecosystem, and it’s part of the Typelevel stack. If you want to master the Typelevel Scala libraries with real-life practice, check out the Typelevel Rite of Passage course, a full-stack project-based course. by Herbert Kateu Hey, it’s Daniel here. val scala3Version = "3.2.2"

Scala

Scala Coding Accessible Accessibility

Data pipeline asset management with Dataflow

Netflix Tech

FEBRUARY 9, 2022

But what if the script does not exist in the given path, or what if it existed initially but then Alice let Bob access her home directory and he accidentally deleted it? It could be a JAR compiled from Scala, a Python script or module, or a simple SQL file. scala-workflow ??? Example: 0 0 * * MON /home/alice/backup.sh

Data Pipeline

Data Pipeline Management Scala Python

Driving Agility and Scalability through Smart Data

Cloudera

MAY 3, 2021

Contrast this with the skills honed over decades for gaining access, building data warehouses, performing ETL, creating reports and/or applications using structured query language (SQL). Organizational Access. This data engineering skill set typically consists of Java or Scala programming skills mated with deep DevOps acumen.

Scala

Scala Retail Java SQL

Securely Connect to LLMs and Other External Services from Snowpark

Snowflake

SEPTEMBER 7, 2023

Snowpark is the set of libraries and runtimes that enables data engineers, data scientists and developers to build data engineering pipelines, ML workflows, and data applications in Python, Java, and Scala. With this announcement, External Access is in public preview on Amazon Web Services (AWS) regions.

Amazon Web Services

Amazon Web Services AWS Government Python

REST APIs Using Play Framework and Scala: A Comprehensive Guide

Rock the JVM

SEPTEMBER 3, 2023

REST APIs provide a simple and uniform way to access data and not only through URLs, across the web. Play Framework “makes it easy to build web applications with Java & Scala”, as it is stated on their site, and it’s true. In this article we will try to develop a basic skeleton for a REST API using Play and Scala.

Scala

Scala Database Project Coding

Bring your Snowpark models to life on ThoughtSpot

ThoughtSpot

JANUARY 23, 2024

If you’re new to Snowpark, this is Snowflake ’s set of libraries and runtimes that securely deploy and process non-SQL code including Python, Java, and Scala. ThoughtSpot is taking Snowpark use cases to the next level with generative AI, connecting the dots between ML-powered insights and business action. Here’s how it works.

Scala

Scala Programming Language Java Python

Achieving 3.2x Faster Scala Compile Time

Zalando Engineering

APRIL 18, 2017

The backend of Quala is called “tinbox” and is written in Scala , using many type-intensive libraries such as Shapeless , Circe , Grafter , and http4s/rho. One important design goal behind these libraries is to reduce boilerplate by letting the Scala compiler generate as much ceremony code as possible. versus Hydra. compiler is used!

Scala

Scala Coding Project Java

Delivering Modern Enterprise Data Engineering with Cloudera Data Engineering on Azure

Cloudera

JULY 13, 2021

CDE supports Scala, Java, and Python jobs. All the job management features available in the UI uses a consistent set of APIs that are accessible through a CLI and REST allowing for seamless integration with existing CI/CD workflows and 3rd party tools.

Data Engineer

Data Engineer Data Engineering Engineering Pipeline-centric

The Future of Java: Top Trends and Technologies

Knowledge Hut

JULY 7, 2023

These speeds up the development process by facilitating accessible communication and reusability of code. Remote Access Solutions As remote work becomes more prevalent, collaboration for DevOps across diverse platforms and geographies becomes challenging.

Java

Java Technology Programming Language Scala

Intersection and Union types with Java and Scala by Magnus Smith

Scott Logic

MARCH 4, 2025

Previous posts have looked at Algebraic Data Types with Java Variance, Phantom and Existential types in Java and Scala Intersection and Union Types with Java and Scala One of the difficult things for modern programming languages to get right is around providing flexibility when it comes to expressing complex relationships.

Scala

Scala Java Systems Coding

Apache Kafka Vs Apache Spark: Know the Differences

Knowledge Hut

MAY 3, 2024

cache, local space) 8 It supports multiple languages such as Java, Scala, R, and Python. RDDs can include any kind of Python, Java, or Scala object, including classes that the user has specified. DB/Models would be accessed via any other streaming application, which in turn is using Kafka streams here.

Kafka

Kafka Scala Java Amazon Web Services

Snowflake and the Pursuit Of Precision Medicine

Snowflake

NOVEMBER 29, 2023

In medicine, lower sequencing costs and improved clinical access to NGS technology has been shown to increase diagnostic yield for a range of diseases, from relatively well-understood Mendelian disorders, including muscular dystrophy and epilepsy , to rare diseases such as Alagille syndrome.

Metadata

Metadata Healthcare Medical Data Storage

Using SQL to democratize streaming data

Cloudera

MARCH 2, 2021

However, in the typical enterprise, only a small team has the core skills needed to gain access and create value from streams of data. This data engineering skillset typically consists of Java or Scala programming skills mated with deep DevOps acumen. A rare breed.

SQL

SQL Java Data Lake Scala

Keep Your Data And Query It Too Using Chaos Search with Thomas Hazel and Pete Cheslock - Episode 47

Data Engineering Podcast

SEPTEMBER 9, 2018

What are the options for access control when running queries against the data stored in S3? What are some of the most interesting or unexpected uses of Chaos Search and access to large amounts of historical log information that you have seen? What are the options for access control when running queries against the data stored in S3?

IT

IT PostgreSQL Scala AWS

Building a Machine Learning Application With Cloudera Data Science Workbench And Operational Database, Part 1: The Set-Up & Basics

Cloudera

JANUARY 6, 2021

Apache HBase is an effective data storage system for many workflows but accessing this data specifically through Python can be a struggle. Python is used extensively among Data Engineers and Data Scientists to solve all sorts of problems from ETL/ELT pipelines to building machine learning models. Restart Region Servers.

Machine Learning

Machine Learning Data Science Database Building

AWS Glue-Unleashing the Power of Serverless ETL Effortlessly

ProjectPro

FEBRUARY 8, 2023

By using AWS Glue Data Catalog, multiple systems can store and access metadata to manage data in data silos. You can use the Data Catalog, AWS Identity and Access Management rules, and Lake Formation to restrict access to the databases and tables. The limitation here is we can attach the trigger to only 2 crawlers.

AWS

AWS Scala Metadata Data Lake

Fundamentals of Apache Spark

Knowledge Hut

MAY 3, 2024

Spark offers over 80 high-level operators that make it easy to build parallel apps and one can use it interactively from the Scala, Python, R, and SQL shells. The core is the distributed execution engine and the Java, Scala, and Python APIs offer a platform for distributed ETL application development.

Hadoop

Hadoop Scala Healthcare Big Data

Top 11 Programming Languages for Data Science

Knowledge Hut

JANUARY 18, 2024

Scala Scala has become one of the most popular languages for AI and data science use cases. Because it is statically typed and object-oriented, Scala has often been considered a hybrid language used for data science between object-oriented languages like Java and functional ones like Haskell or Lisp.

Programming Language

Programming Language Data Science Programming Java

Package Management And Distribution For Your Data Using Quilt with Kevin Moore - Episode 37

Data Engineering Podcast

JUNE 24, 2018

Links Quilt Data GitHub Jobs Reproducible Data Dependencies in Jupyter Reproducible Machine Learning with Jupyter and Quilt Allen Institute: Programmatic Data Access with Quilt Quilt Example: MissingNo Oracle Pandas Jupyter Ycombinator Data.World Podcast Episode with CTO Bryon Jacob Kaggle Parquet HDF5 Arrow PySpark Excel Scala Binder Merkle Tree Allen (..)

Management

Management PostgreSQL Scala Programming Language

Collect Logs and Traces From Your Snowflake Applications With Event Tables

Snowflake

OCTOBER 30, 2023

Enter the new Event Tables feature, which helps developers and data engineers easily instrument their code to capture and analyze logs and traces for all languages: Java, Scala, JavaScript, Python and Snowflake Scripting. But previously, developers didn’t have a centralized, straightforward way to capture application logs and traces.

Java

Java Scala Hadoop Data Ingestion

Migrating From Elasticsearch 7.17 to Elasticsearch 8.x: Pitfalls and Learnings

Zalando Engineering

NOVEMBER 19, 2023

The application is written in Scala and using a Java High Level REST Client, which got deprecated in Elasticsearch 7.15.0 Of course, a lot of these files are the configs and tests and test resources, so the actual number of Scala files is much lower. But still, it's a lot of code, and a lot of it is dealing with Elasticsearch.

Scala

Scala Java Coding IT

Fraud Detection With Cloudera Stream Processing Part 2: Real-Time Streaming Analytics

Cloudera

JULY 18, 2022

In this blog we will explore how we can use Apache Flink to get insights from data at a lightning-fast speed, and we will use Cloudera SQL Stream Builder GUI to easily create streaming jobs using only SQL language (no Java/Scala coding required). It provides flexible and expressive APIs for Java and Scala. Use case recap.

Process

Process Kafka Scala SQL

Snowpark Offers Expanded Capabilities Including Fully Managed Containers, Native ML APIs, New Python Versions, External Access, Enhanced DevOps and More

Snowflake

JUNE 28, 2023

External Network Access (PrPr) – Allows users to seamlessly connect to external endpoints from their Snowpark code (UDFs/UDTFs and Stored procedures) while maintaining high security and governance. Native Git Integration (PrPr Soon) – Snowflake now supports native integration with git repos!

Python

Python Accessibility Accessible Pipeline-centric

Iceberg Tables: Catalog Support Now Available

Snowflake

MARCH 29, 2023

But even without the catalog, Iceberg Tables are still accessible if the user directly points at appropriate file locations. This new Snowflake catalog is ideal for accessing Iceberg Tables managed and written by Snowflake’s engine. First, let’s see what tables are available to query.

Metadata

Metadata Scala Hadoop Relational Database

Announcing New Innovations for Data Warehouse, Data Lake, and Data Lakehouse in the Data Cloud

Snowflake

NOVEMBER 2, 2023

For use cases involving files like PDF documents, images, videos, and audio files, you can also now use Snowpark for Python and Scala (generally available) to dynamically process any type of file. For any features above in private preview, please contact your Snowflake account manager to apply for access.

Data Lake

Data Lake Data Warehouse Cloud Unstructured Data

Unpacking Fauna: A Global Scale Cloud Native Database

Data Engineering Podcast

APRIL 22, 2019

On top of that you’ll get access to Analytics Academy for the educational resources you need to become an expert in data analytics for measuring product-market fit. On top of that you’ll get access to Analytics Academy for the educational resources you need to become an expert in data analytics for measuring product-market fit.

Database

Database Cloud NoSQL Scala

Build More Reliable Distributed Systems By Breaking Them With Jepsen

Data Engineering Podcast

JULY 27, 2020

With their open-source foundation, fixed pricing, and unlimited volume, they are enterprise ready, but accessible to everyone. Go to dataengineeringpodcast.com/rudder to request a demo and get one free month of access to the hosted platform along with a free t-shirt.

Systems

Systems Building Scala Java

The Big Kotlin Tutorial

Rock the JVM

MARCH 7, 2024

Scala or Java), this naming convention is probably second nature to you. The syntax is quite similar to many other languages (identical to Scala for example). This feature is called templating or interpolation (a feature borrowed from Scala). Values, Variables, and Types What’s programming without variables? Nothing fancy.

Scala

Scala Java Programming Language Programming

Open Data Science and Machine Learning for Business with Cloudera Data Science Workbench on HDP

Cloudera

JANUARY 30, 2019

Data scientists require on-demand access to data, powerful processing infrastructure, and multiple tools and libraries for development and experimentation. With Cloudera Data Science Workbench, data scientists can: Use R, Python, or Scala along with the scale-out processing capabilities of Apache Spark 2.X What is CDSW? What is CDSW?

Data Science

Data Science Machine Learning Scala Government

Scala as a Junior Developer

WebSockets in Scala, Part 2: Integrating Redis and PostgreSQL

Webinars

Trending Sources

Reliable, Fast Access to On-Chain Data Insights

Webinars

Securely Scaling Big Data Access Controls At Pinterest

Two-Factor Authentication in Scala with Http4s

A guide to UDP in Scala with FS2

gRPC in Scala with Fs2 and Scalapb

Adopting Spark Connect

Scala CLI Tutorial: Creating a CLI Sudoku Solver

OAuth Authentication in Scala with Http4s

Cloudera acquires Eventador to accelerate Stream Processing in Public & Hybrid Clouds

Unlock the New Wave of Gen AI With Snowpark Container Services GPU-Powered Compute

Ready-to-go sample data pipelines with Dataflow

Accelerated integration of Eventador with Cloudera – SQL Stream Builder

HTTP Authentication with Scala and Http4s

HTTP Authentication with Scala and Http4s

Data pipeline asset management with Dataflow

Driving Agility and Scalability through Smart Data

Securely Connect to LLMs and Other External Services from Snowpark

REST APIs Using Play Framework and Scala: A Comprehensive Guide

Bring your Snowpark models to life on ThoughtSpot

Achieving 3.2x Faster Scala Compile Time

Delivering Modern Enterprise Data Engineering with Cloudera Data Engineering on Azure

The Future of Java: Top Trends and Technologies

Intersection and Union types with Java and Scala by Magnus Smith

Apache Kafka Vs Apache Spark: Know the Differences

Snowflake and the Pursuit Of Precision Medicine

Using SQL to democratize streaming data

Keep Your Data And Query It Too Using Chaos Search with Thomas Hazel and Pete Cheslock - Episode 47

Building a Machine Learning Application With Cloudera Data Science Workbench And Operational Database, Part 1: The Set-Up & Basics

AWS Glue-Unleashing the Power of Serverless ETL Effortlessly

Fundamentals of Apache Spark

Top 11 Programming Languages for Data Science

Package Management And Distribution For Your Data Using Quilt with Kevin Moore - Episode 37

Collect Logs and Traces From Your Snowflake Applications With Event Tables

Migrating From Elasticsearch 7.17 to Elasticsearch 8.x: Pitfalls and Learnings

Fraud Detection With Cloudera Stream Processing Part 2: Real-Time Streaming Analytics

Snowpark Offers Expanded Capabilities Including Fully Managed Containers, Native ML APIs, New Python Versions, External Access, Enhanced DevOps and More

Iceberg Tables: Catalog Support Now Available

Announcing New Innovations for Data Warehouse, Data Lake, and Data Lakehouse in the Data Cloud

Unpacking Fauna: A Global Scale Cloud Native Database

Build More Reliable Distributed Systems By Breaking Them With Jepsen

The Big Kotlin Tutorial

Open Data Science and Machine Learning for Business with Cloudera Data Science Workbench on HDP

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