DataKitchen

NOVEMBER 5, 2024

By storing data in its native state in cloud storage solutions such as AWS S3, Google Cloud Storage, or Azure ADLS, the Bronze layer preserves the full fidelity of the data. If you can modify or control the ingestion code, data quality tests, and validation checks should ideally be integrated directly into the process.

Architecture 78

Architecture Raw Data Pipeline-centric Data Ingestion 78

Scott Logic

APRIL 10, 2024

We started to consider breaking the components down into different plugins, which could be used for more than just cloud storage. Adding further plugins So first we took the cloud specific aspects and put them into a cloud-storage-metadata plugin, which would retrieve the replication factor based on the vendor and service being used.

Cloud Storage 52

Cloud Storage Cloud AWS Metadata 52

DataKitchen

DECEMBER 9, 2024

data engineers delivered over 100 lines of code and 1.5 They opted for Snowflake, a cloud-native data platform ideal for SQL-based analysis. The team landed the data in a Data Lake implemented with cloud storage buckets and then loaded into Snowflake, enabling fast access and smooth integrations with analytical tools.

Pharmaceutical 64

Pharmaceutical Data Lake Cloud Storage Project 64

Striim

MARCH 21, 2025

Striim customers often utilize a single streaming source for delivery into Kafka, Cloud Data Warehouses, and cloud storage, simultaneously and in real-time. Building streaming data pipelines shouldnt require custom coding Building data pipelines and working with streaming data should not require custom coding.

Process 52

Process Data Warehouse Kafka Data Pipeline 52

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. It provided us insights as to code compatibility and allowed us to better estimate our migration time.”

Data Engineering 110

Data Engineering Data Engineer Scala Engineering 110

Christophe Blefari

SEPTEMBER 28, 2023

We jumped from HDFS to Cloud Storage (S3, GCS) for storage and from Hadoop, Spark to Cloud warehouses (Redshift, BigQuery, Snowflake) for processing. An easy-to-manage central storage and querying and transforming layer in SQL. But there was a big problem: it was hard to manage.

Big Data 147

Big Data Cloud Storage Hadoop SQL 147

Knowledge Hut

APRIL 24, 2024

Code Example javascript import React, { useState, useEffect } from 'react'; import firebase from 'firebase'; function App() { const [courses, setCourses] = useState([]); useEffect(() => { firebase.database().ref('courses/').on('value', cvtColor(image, cv2.COLOR_BGR2GRAY) COLOR_BGR2GRAY) _, thresh = cv2.threshold(gray_image,

Software Engineer 52

Software Engineer Software Engineering Coding Project 52

Rockset

MARCH 1, 2023

Back when I used to work at facebook, my team, led by amazing builders such as Dhruba Borthakur and Igor Canadi (who also happen to be the co-founder and founding architect at Rockset), forked the LevelDB code base and turned it into RocksDB, an embedded database optimized for server-side storage.

Data Ingestion 144

Data Ingestion Database Architecture SQL 144

Data Engineering Podcast

MAY 27, 2018

How do you sandbox user’s processing code to avoid security exploits? How do you sandbox user’s processing code to avoid security exploits? How do you manage the underlying infrastructure to support your SLA of 5 nines? What are some of the potential pitfalls for automatic schema management in the target database?

Data Pipeline 100

Data Pipeline MongoDB Google Cloud Scala 100

ProjectPro

AUGUST 24, 2021

Top 20+ Data Engineering Projects Ideas for Beginners with Source Code [2023] We recommend over 20 top data engineering project ideas with an easily understandable architectural workflow covering most industry-required data engineer skills. Machine Learning web service to host forecasting code.

Data Engineering 52

Data Engineering Data Engineer Coding Project 52

Snowflake

APRIL 22, 2024

There was a strong requirement to seamlessly migrate hundreds of users, roles, and other account-level objects, including compute resources and cloud storage integrations. Additionally, Magnite’s Snowflake account was integrated with an identity provider for Single Sign-On (SSO).

AWS 92

AWS Cloud Storage Cloud Technology 92

Cloudera

DECEMBER 21, 2021

A new capability called Ranger Authorization Service (RAZ) provides fine grained authorization on cloud storage. That’s why we saw an opportunity to provide a no-code to low-code authoring experience for Airflow pipelines. This way users focus on data curation and less on the pipeline gluing logic.

Data Engineering 118

Data Engineering Data Engineer Engineering Data Pipeline 118

Cloudera

JUNE 5, 2023

RK built some simple flows to pull streaming data into Google Cloud Storage and Snowflake. Many developers use DataFlow to filter/enrich streams and ingest into cloud data lakes and warehouses where the ability to process and route anywhere makes DataFlow very effective. Congratulations Vince!

Google Cloud 77

Google Cloud Cloud Storage Data Lake Data Pipeline 77

Knowledge Hut

FEBRUARY 29, 2024

File systems can store small datasets, while computer clusters or cloud storage keeps larger datasets. The designer must decide and understand the data storage, and inter-relation of data elements. Repository GitHub: It is a place to find detailed codes, architecture design.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

Data Engineering Podcast

SEPTEMBER 22, 2019

One of the useful features that you provide is efficient erasure coding, as well as protection against data corruption. How much overhead do those capabilties incur, in terms of computational efficiency and, in a clustered scenario, storage volume? What are the axes for scaling that MinIO provides and how does it handle clustering?

AWS 100

AWS Google Cloud Cloud Storage Data Lake 100

Tweag

OCTOBER 16, 2024

We recently completed a project with IMAX, where we learned that they had developed a way to simplify and optimize the process of integrating Google Cloud Storage (GCS) with Bazel. rules_gcs is a Bazel ruleset that facilitates the downloading of files from Google Cloud Storage. What is rules_gcs ?

Google Cloud 67

Google Cloud Cloud Storage Accessible Accessibility 67

Data Engineering Weekly

AUGUST 11, 2024

Check out the sessions and speakers here, and use discount code 30DISC_ASTRONOMER for 30% off your ticket! link] [link] Gwen Shapira: AI Code Assistant SaaS built on GPT-4o-mini, Langchain, Postgres, and pg_vector AI coding assistant is one of the widely used applications of LLM. Well, build your own AI code assistant.

Data Engineering 57

Data Engineering Data Engineer Google Cloud Engineering 57

Knowledge Hut

JULY 2, 2024

However, the hybrid cloud is not going away anytime soon. In fact, the hybrid cloud will likely become even more common as businesses move more of their workloads to the cloud. So what will be the future of cloud storage and security? With guidance from industry experts, be ready for a future in the domain.

Cloud Computing 98

Cloud Computing Cloud Healthcare Education 98

Cloudera

SEPTEMBER 28, 2021

The Ranger Authorization Service (RAZ) is a new service added to help provide fine-grained access control (FGAC) for cloud storage. RAZ for S3 and RAZ for ADLS introduce FGAC and Audit on CDP’s access to files and directories in cloud storage making it consistent with the rest of the SDX data entities. Conclusion.

Accessibility 62

Accessibility Accessible Cloud Cloud Storage 62

Knowledge Hut

DECEMBER 26, 2023

Look for AWS Cloud Practitioner Essentials Training online to learn the fundamentals of AWS Cloud Computing and become an expert in handling the AWS Cloud platform. Puppet Puppet was developed by Ruby DSL to change infrastructure code for enterprises into easily reconfigurable and manageable formats. and more 2.

Cloud Computing 98

Cloud Computing Cloud Amazon Web Services AWS 98

Netflix Tech

FEBRUARY 9, 2022

any business logic code in a raw (e.g. Or what if Alice wanted to add new backup functionality and she accidentally broke existing code while updating it? Runtime dependency on user-managed cloud storage locations At runtime, the container must reach out to a user-defined storage location to retrieve the assets required.

Data Pipeline 84

Data Pipeline Management Scala Python 84

Cloudera

FEBRUARY 9, 2021

In terms of data analysis, as soon as the front-end visualization or BI tool starts accessing the data, the CDW Hive virtual warehouse will spin up cloud computing resources to combine the persisted historical data from the cloud storage with the latest incremental data from Kafka into a transparent real-time view for the users.

Data Warehouse 72

Data Warehouse Cloud Kafka Cloud Storage 72

Confluent

FEBRUARY 6, 2019

The problem is that writing the machine learning source code to train an analytic model with Python and the machine learning framework of your choice is just a very small part of a real-world machine learning infrastructure. For instance, you can write Python code to train and generate a TensorFlow model.

Machine Learning 107

Machine Learning Python Kafka Java 107

Confluent

MAY 29, 2019

We’ll demonstrate using Gradle to execute and test our KSQL streaming code, as well as building and deploying our KSQL applications in a continuous fashion. The first requirement to tackle: how to express dependencies between KSQL queries that exist in script files in a source code repository. Managing KSQL dependencies.

Kafka 97

Kafka Management Bytes SQL 97

RandomTrees

SEPTEMBER 6, 2020

The architecture is three layered: Database Storage: Snowflake has a mechanism to reorganize the data into its internal optimized, compressed and columnar format and stores this optimized data in cloud storage. Snowflake allows the loading of both structured and semi-structured datasets from cloud storage.

Cloud Storage 52

Cloud Storage Data Ingestion Data Cleanse Data Warehouse 52

Cloudera

SEPTEMBER 30, 2022

CDF-PC enables organizations to take control of their data flows and eliminate ingestion silos by allowing developers to connect to any data source anywhere with any structure, process it, and deliver to any destination using a low-code authoring experience. automate the handling of support tickets in a call center).

Google Cloud 73

Google Cloud AWS Cloud Cloud Storage 73

Confluent

OCTOBER 23, 2019

developers can quickly create fault-tolerant data pipelines that reliably stream data from an external source into records in Kafka topics or from Kafka topics into an external sink, all with mere configuration and no code! Suppose, for example, you are writing a source connector to stream data from a cloud storage provider.

Kafka 15

Kafka Cloud Storage Cloud Database 15

Confluent

SEPTEMBER 20, 2019

This is a characteristic of true managed services, because they must keep developers focused on what really matters, which is coding. Even if you automate the lifecycle of Kafka Connect and the connector deployment through infrastructure-as-code technologies (e.g., Native support for KSQL in Confluent Cloud.

Kafka 21

Kafka Management Cloud AWS 21

Cloudera

OCTOBER 20, 2020

Impala is the first SQL engine that has effectively married this class of SQL optimizations with open file formats in the cloud storage context. Runtime Code Generation. Runtime code generation in Impala was historically done for each fragment instance. How the new multithreading model works. Runtime Filters.

Utilities 103

Utilities Data Warehouse Cloud SQL 103

Knowledge Hut

APRIL 30, 2024

The main reason is that most individuals store their data on cloud storage services such as Dropbox or Google Drive. SQL Injection A SQL injection attack is a type of cyber-attack that exploit vulnerabilities in web applications to inject malicious SQL code into the database. Some of the most common cyberattacks include: 1.

Banking 98

Banking SQL Cloud Hospitality 98

Knowledge Hut

NOVEMBER 16, 2023

The AWS services cheat sheet will provide you with the basics of Amazon Web Service, like the type of cloud, services, tools, commands, etc. Opt for Cloud Computing Courses online to develop your knowledge of cloud storage, databases, networking, security, and analytics and launch a career in Cloud Computing.

AWS 52

AWS Amazon Web Services Cloud Computing Cloud Storage 52

phData: Data Engineering

AUGUST 4, 2023

Data storage is a vital aspect of any Snowflake Data Cloud database. Within Snowflake, data can either be stored locally or accessed from other cloud storage systems. What are the Different Storage Layers Available in Snowflake? They are flexible, secure, and provide exceptional performance.

Cloud Storage 52

Cloud Storage Google Cloud Amazon Web Services Data Storage 52

Confluent

OCTOBER 16, 2019

The platform shown in this article is built using just SQL and JSON configuration files—not a scrap of Java code in sight. Resolving codes in events to their full values. Perhaps you want to resolve a code used in the event stream but it’s a value that will never change (famous last words in any data model!),

Kafka 19

Kafka Building Data Coding 19

Christophe Blefari

DECEMBER 31, 2023

To finish the year Airflow team have released improvements to Datasets and a major step forward with the new Object Storage API that provides a generic abstraction over Cloud Storage to transfer data from one to another. Code review best practices for Analytics Engineers. Designing OBT and comparing OBT with Star Schema.

Data 100

Data Python Cloud Storage Datasets 100

ProjectPro

FEBRUARY 6, 2023

You will download the Yelp dataset in JSON format for this project, connect it to the Cloud SDK by connecting to the Cloud storage, which is then connected to the Cloud Composer, and publish the Yelp dataset JSON stream to a PubSub topic. For this project, you will require the COVID-19 Cases.csv dataset from data.world.

Google Cloud 52

Google Cloud Cloud Cloud Storage Data Ingestion 52

Snowflake

FEBRUARY 23, 2023

Given the amount of data that needs to be shared at each billing code/provider/plan level, the files created by health plans are often multi-GB in size. It is time-consuming for processors to loop through the nested JSON and unpack in-network negotiated rates and establish relationships with provider/billing code/plan types.

Healthcare 52

Healthcare Hospitality Insurance Cloud Storage 52

Knowledge Hut

NOVEMBER 28, 2023

For example, some top-paying software engineer companies may require candidates to have experience with specific code management tools, such as Git or SVN. They also have a cloud storage service. Unleash your coding potential and excel in this versatile language. Looking to master Python?

Software Engineer 97

Software Engineer Software Engineering Engineering Consulting 97