Netflix Tech

DECEMBER 14, 2018

data access semantics that guarantee repeatable data read behavior for client applications. System Requirements Support for Structured Data The growth of NoSQL databases has broadly been accompanied with the trend of data “schemalessness” (e.g., key value stores generally allow storing any data under a key).

Media 97

Media Database Metadata Data Schemas 97

Confluent

JUNE 13, 2019

For alert rates of millions per night, scientists need a more structured data format for automated analysis pipelines. After researching formats—and reading about Confluent’s suggestion of using Avro with Kafka —we settled on using Avro, an open source, JSON-based binary format, for serializing the data in the alert messages.

Kafka 102

Kafka Python Bytes Data Pipeline 102

Snowflake

AUGUST 25, 2023

On Hugging Face alone , the Llama2 family was downloaded over 1.4 The future of SQL, LLMs and the Data Cloud Snowflake has long been committed to the SQL language. SQL is the primary access path to structured data, and we believe it is critical that LLMs are able to interoperate with structured data in a variety of ways.

Coding 96

Coding SQL Database Data Cleanse 96

Towards Data Science

JANUARY 17, 2024

These are key in nearly all data pipelines, allowing for efficient data storage and easier querying and information extraction. They are designed to handle the challenges of big data like size, speed, and structure. Data engineers often face a plethora of choices. io.delta:delta-spark_2.12:3.0.0").config("spark.hadoop.fs.s3a.endpoint",

Big Data 97

Big Data Data Data Storage SQL 97

ProjectPro

AUGUST 21, 2015

Hadoop vs RDBMS Criteria Hadoop RDBMS Datatypes Processes semi-structured and unstructured data. Processes structured data. Schema Schema on Read Schema on Write Best Fit for Applications Data discovery and Massive Storage/Processing of Unstructured data. What is Big Data?

Hadoop 40

Hadoop Big Data Metadata Java 40