Snowflake

JUNE 20, 2024

With familiar DataFrame-style programming and custom code execution, Snowpark lets teams process their data in Snowflake using Python and other programming languages by automatically handling scaling and performance tuning. Snowflake customers see an average of 4.6x faster performance and 35% cost savings with Snowpark over managed Spark.

Data Engineering 111

Data Engineering Data Engineer Scala Engineering 111

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. classOf[SparkSession.Builder].getDeclaredMethod("remote",

Scala 75

Scala Java AWS Coding 75

Rock the JVM

OCTOBER 1, 2023

At the time of writing this article, gRPC officially supports 11 programming languages which include Python, Java, Kotlin, and C++ to mention but a few. The repeated annotation means that items can be repeated any number of times, in Scala this becomes a Seq of Item. Setting Up. val http4sVersion = "0.23.23" val weaverVersion = "0.8.3"

Scala 64

Scala Metadata Transportation Java 64

Knowledge Hut

DECEMBER 26, 2023

In today’s AI-driven world, Data Science has been imprinting its tremendous impact, especially with the help of the Python programming language. Owing to its simple syntax and ease of use, Python for Data Science is the go-to option for both freshers and working professionals. This image depicts a very gh-level pipeline for DS.

Data Science 92

Data Science Python Programming Language Portfolio 92

Rock the JVM

MAY 11, 2022

Scala generics are a breeze for Java developers, but what about those coming from Python or JavaScript?

Scala 52

Scala Java Python 52

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. Take a look: Sentiment analysis Apply Amazon Beauty product review data to perform sentiment analysis, process data with Snowpark Python, and visualize results via ThoughtSpot.

Scala 113

Scala Programming Language Java Python 113

Cloudera

JULY 13, 2021

CDE supports Scala, Java, and Python jobs. Airflow allows defining pipelines using python code that are represented as entities called DAGs and enables orchestrating various jobs including Spark, Hive, and even Python scripts. .

Data Engineering 127

Data Engineering Data Engineer Engineering Pipeline-centric 127

Rock the JVM

MAY 22, 2023

This article is all about choosing the right Scala course for your journey. How should I get started with Scala? Do you have any tips to learn Scala quickly? How to Learn Scala as a Beginner Scala is not necessarily aimed at first-time programmers. Which course should I take?

Scala 52

Scala Java Programming Language Programming 52

Zalando Engineering

APRIL 12, 2023

Some teams use tools like dependabot , scala-steward that create pull requests in repositories when new library versions are available. Here an example for Python: Fig 1. Number of dependencies in Python applications Looking across languages we have two outliers that have the most amount of dependencies.

Java 98

Java Scala Python Metadata 98

Advancing Analytics: Data Engineering

APRIL 23, 2020

The thought of learning Scala fills many with fear, its very name often causes feelings of terror. The truth is Scala can be used for many things; from a simple web application to complex ML (Machine Learning). The name Scala stands for “scalable language.” So what companies are actually using Scala?

Scala 52

Scala Big Data Data Engineering Data Engineer 52

Cloudera

JANUARY 6, 2021

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. Apache HBase is an effective data storage system for many workflows but accessing this data specifically through Python can be a struggle. Introduction. Restart Region Servers.

Machine Learning 133

Machine Learning Data Science Database Building 133

Rock the JVM

APRIL 29, 2020

Master file reading in Scala with ease: compare it to other languages and discover how our simple API approach is almost as straightforward as Python's read()

Scala 52

Scala Python IT 52

Netflix Tech

DECEMBER 3, 2022

A large number of our data users employ SparkSQL, pyspark, and Scala. Within this section, we’ll preview a few methods, starting with sparkSQL and python’s manner of creating data pipelines with dataflow. Then we’ll segue into the Scala and R use cases. scala-workflow ? ??? pyspark-workflow ? ??? main.sch.yaml ? ???

Data Pipeline 144

Data Pipeline Scala Metadata Food 144

Confluent

APRIL 23, 2019

When it was first created, Apache Kafka ® had a client API for just Scala and Java. Since then, the Kafka client API has been developed for many other programming languages which enables you to pick the language you want. They make these clients more robust so that you can confidently deploy them in production.

Programming Language 102

Programming Language Kafka Programming Scala 102

Netflix Tech

FEBRUARY 9, 2022

It could be a JAR compiled from Scala, a Python script or module, or a simple SQL file. For example, you may want to build your Scala code and deploy it to an alternative location in S3 while pushing a sandbox version of your workflow that points to this alternative location. scala-workflow ??? setup.py ???

Data Pipeline 84

Data Pipeline Management Scala Python 84

Knowledge Hut

MAY 2, 2024

Also, there is no interactive mode available in MapReduce Spark has APIs in Scala, Java, Python, and R for all basic transformations and actions. It also supports multiple languages and has APIs for Java, Scala, Python, and R. The Pig has SQL-like syntax and it is easier for SQL developers to get on board easily.

Hadoop 96

Hadoop Scala Datasets Java 96

Christophe Blefari

JUNE 21, 2024

you could write the same pipeline in Java, in Scala, in Python, in SQL, etc.—with Here what Databricks brought this year: Spark 4.0 — (1) PySpark erases the differences with the Scala version, creating a first class experience for Python users. (2) —with Databricks you buy an engine. 3) Spark 4.0

Metadata 147

Metadata Data Warehouse BI MySQL 147

Data Engineering Podcast

JUNE 12, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Unstructured Data 130

Unstructured Data MongoDB MySQL Scala 130

Snowflake

DECEMBER 20, 2023

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 142

Scala Government Java Cloud 142

Christophe Blefari

JANUARY 14, 2023

The history repeat, we've seen it with Scala, Go or even Julia at some scale. In the end Python and SQL are still here for good. The idea is not to replace Python but to replace the underlying bindings that are used by Python libraries. With this release you can really mix Python and SQL code.

Python 130

Python Kafka Data Scala 130

Data Engineering Podcast

NOVEMBER 6, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

MongoDB 130

MongoDB MySQL Scala Machine Learning 130

Data Engineering Podcast

NOVEMBER 20, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Data Lake 130

Data Lake Data Ingestion MongoDB MySQL 130

Knowledge Hut

JANUARY 18, 2024

The role requires extensive knowledge of data science languages like Python or R and tools like Hadoop, Spark, or SAS. Start by learning the best language for data science, such as Python. For example, use your skills to analyze different data types or try out a new tool like R or Python.

Programming Language 98

Programming Language Data Science Programming Java 98

Ascend.io

SEPTEMBER 14, 2023

As the demand to efficiently collect, process, and store data increases, data engineers have started to rely on Python to meet this escalating demand. In this article, our primary focus will be to unpack the reasons behind Python’s prominence in the data engineering domain. Why Python for Data Engineering?

Data Engineering 52

Data Engineering Data Engineer Python Engineering 52

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 98

Hadoop Scala Healthcare Big Data 98

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. How to connect to external network locations In this example, we will walk through how to connect to Open AI from a Python UDF.

Amazon Web Services 134

Amazon Web Services AWS Government Python 134

Data Engineering Podcast

JUNE 19, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Metadata 130

Metadata MongoDB MySQL Scala 130

Snowflake

JUNE 7, 2023

And now with Snowpark we have opened the engine to Python, Java, and Scala developers, who are accelerating development and performance of their workloads, including IQVIA for data engineering, EDF Energy for feature engineering, Bridg for machine learning (ML) processing, and more. This can also be a huge time sink.

Java 59

Java Python Designing Process 59

Knowledge Hut

JULY 7, 2023

Python Python is a versatile, high-level programming language known for its readability and simplicity. Python's popularity has been growing steadily, and its ease of use may attract developers who find Java's syntax and complexity daunting.

Java 97

Java Technology Programming Language Scala 97

ProjectPro

FEBRUARY 8, 2023

Scale Existing Python Code with Ray Python is popular among data scientists and developers because it is user-friendly and offers extensive built-in data processing libraries. For analyzing huge datasets, they want to employ familiar Python primitive types. CSV files), in this case, a CSV file in an S3 bucket.

AWS 98

AWS Scala Metadata Data Lake 98

Data Engineering Podcast

APRIL 29, 2018

Links Expa Metabase Blackjet Hadoop Imeem Maslow’s Hierarchy of Data Needs 2 Sided Marketplace Honeycomb Interview Excel Tableau Go-JEK Clojure React Python Scala JVM Redash How To Lie With Data Stripe Braintree Payments The intro and outro music is from The Hug by The Freak Fandango Orchestra / CC BY-SA Support Data Engineering Podcast

Business Intelligence 100

Business Intelligence Scala Hadoop Machine Learning 100

Data Engineering Podcast

OCTOBER 28, 2018

Links Netflix Notebook Blog Posts Nteract Tooling OpenGov Project Jupyter Zeppelin Notebooks Papermill Titus Commuter Scala Python R Emacs NBDime The intro and outro music is from The Hug by The Freak Fandango Orchestra / CC BY-SA Support Data Engineering Podcast

Scala 100

Scala Python Data Engineering Data Engineer 100

Monte Carlo

OCTOBER 31, 2024

In addition, AI data engineers should be familiar with programming languages such as Python , Java, Scala, and more for data pipeline, data lineage, and AI model development.

Data Engineering 52

Data Engineering Data Engineer Engineering Unstructured Data 52

Data Engineering Podcast

SEPTEMBER 11, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. __init__ covers the Python language, its community, and the innovative ways it is being used. Go to dataengineeringpodcast.com/ascend and sign up for a free trial.

Data Pipeline 130

Data Pipeline Building MongoDB MySQL 130

Data Engineering Podcast

JULY 17, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. You’ve done a ton of shows and have a lot of context with what’s going on in the field of both data engineering and Python. It’s a lot of work.

Data Engineering 100

Data Engineering Data Engineer Engineering MongoDB 100

Rock the JVM

OCTOBER 30, 2022

This article is for Scala beginners. After you learn the language, the next big thing you need to master is how to write essential “algorithms” in Scala. This tends to make algorithms in Scala quite difficult. This article works identically for Scala 2 and Scala 3. All you need is recursion. map ( row => row.

Scala 40

Scala Algorithm Java Coding 40

Rock the JVM

NOVEMBER 6, 2022

This article is for aspiring Scala developers. As the Scala ecosystem matures and evolves, this is the best time to become a Scala developer, and in this piece you will learn the essential tools that you should master to be a good Scala software engineer. Read this article to understand what you need to work with Scala.

Scala 40

Scala Java Programming Language Software Engineering 40