Snowflake

JULY 25, 2024

Snowflake Cortex Search, a fully managed search service for documents and other unstructured data, is now in public preview. It supports “fuzzy” search — the service takes in natural language queries and returns the most relevant text results, along with associated metadata.

Unstructured Data 113

Unstructured Data Metadata Government SQL 113

Snowflake

NOVEMBER 12, 2024

As part of Snowflake Unistore , Hybrid Tables unify both transactional and analytical workloads on a single database to simplify architectures as well as governance and security. Larger capacity limits : 1 TB database sizes are the default, with larger sizes available upon request. What's next for Hybrid Tables?

Food 73

Food Metadata Education AWS 73

Knowledge Hut

JULY 26, 2023

Database applications have become vital in current business environments because they enable effective data management, integration, privacy, collaboration, analysis, and reporting. Database applications also help in data-driven decision-making by providing data analysis and reporting tools. What are Database Applications?

Database 52

Database NoSQL Telecommunication MongoDB 52

Data Engineering Podcast

NOVEMBER 20, 2022

With their new managed database service you can launch a production ready MySQL, Postgres, or MongoDB cluster in minutes, with automated backups, 40 Gbps connections from your application hosts, and high throughput SSDs. Atlan is the metadata hub for your data ecosystem.

Systems 130

Systems Metadata Data Pipeline MongoDB 130

Jesse Anderson

NOVEMBER 14, 2023

First of all, in data science, data discovery means finding patterns in data using database query languages to test hypotheses. That is done via a careful examination of all metadata repositories describing data sources. Data discovery is thought of in different ways in data science and in information science respectfully.

Metadata 147

Metadata Data Science Big Data Data 147

Snowflake

NOVEMBER 11, 2024

Unify transactional and analytical workloads in Snowflake for greater simplicity Many businesses must maintain two separate databases: one to handle transactional workloads and another for analytical workloads. Support for auto-refresh and Iceberg metadata generation is coming soon to Delta Lake Direct.

Data Architecture 79

Data Architecture Architecture Data Lake Kafka 79

Knowledge Hut

APRIL 25, 2024

As the official Documentation says “ A Pod (as in a pod of whales or pea pod) is a group of one or more containers , with shared storage and network resources, and a specification for how to run the containers.” Here is a sample YAML file used to create a pod with the postgres database. What are Kubernetes Pods?

Database-centric 81

Database-centric Metadata MongoDB Pipeline-centric 81

Snowflake

JUNE 11, 2024

The Snowflake Model Registry , in general availability, provides a centralized repository to manage all models and their related artifacts and metadata. Snowsight UI Models tab shows all available models across databases and schemas with access from the user’s role Figure 2. Ask the Community!

Management 92

Management Government Metadata Python 92

RandomTrees

SEPTEMBER 17, 2024

The Unity Catalog is Databricks governance solution which integrates with Databricks workspaces and provides a centralized platform for managing metadata, data access, and security. It acts as a sophisticated metastore that not only organizes metadata but also enforces security and governance policies across various data assets and AI models.

Data Governance 52

Data Governance Government Metadata Machine Learning 52

Snowflake

AUGUST 7, 2024

Before Snowflake starts executing the query, we look at the metadata of the partitions to determine whether the contents of a given partition are likely to end up in the final result. For a list of key performance improvements by year and month, visit Snowflake Documentation. Snowflake starts processing those partitions first.

Metadata 62

Metadata Algorithm Process Utilities 62

ProjectPro

FEBRUARY 8, 2023

Then, Glue writes the job's metadata into the embedded AWS Glue Data Catalog. Furthermore, Glue supports databases hosted on Amazon Elastic Compute Cloud (EC2) instances on an Amazon Virtual Private Cloud, including MySQL, Oracle, Microsoft SQL Server, and PostgreSQL. Why Use AWS Glue? being data exactly matches the classifier, and 0.0

AWS 98

AWS Scala Metadata Data Lake 98

Snowflake

JULY 25, 2024

Snowflake Cortex Search, a fully managed search service for documents and other unstructured data, is now in public preview. It supports “fuzzy” search — the service takes in natural language queries and returns the most relevant text results, along with associated metadata.

Unstructured Data 52

Unstructured Data Metadata Government Database 52

Christophe Blefari

JUNE 16, 2023

Data Documentation 101: Why? — Marie wrote best practices for establishing complete and reliable data documentation. The first advice is about the documentation readers: data team, business users or other stakeholders. From databases introduction to SQL writing. This is metrics drift. This is neat.

Programming Language 130

Programming Language SQL PostgreSQL Data 130

Rockset

NOVEMBER 7, 2023

Over the past six months the engineering team at Rockset has fully integrated similarity indexes into its search and analytics database. As a result, indexing of newly ingested vectors and metadata does not negatively impact search performance. Indexing has always been at the forefront of Rockset’s technology.

Cloud 64

Cloud Metadata Database SQL 64

Data Engineering Podcast

NOVEMBER 27, 2022

With their new managed database service you can launch a production ready MySQL, Postgres, or MongoDB cluster in minutes, with automated backups, 40 Gbps connections from your application hosts, and high throughput SSDs. Atlan is the metadata hub for your data ecosystem. database engines, compute frameworks, etc.) Missing data?

Data Process 100

Data Process Process Metadata Business Intelligence 100

Edureka

AUGUST 14, 2024

This is a scalable metadata system because it handles transaction performance and fills the files with it. Thus streaming of tables in databases into the loaded data. Updating and modifying Delta Lake tables The Delta Lake atomic transactions enhance many options for upgrading and updating metadata.

Data Lake 40

Data Lake Metadata SQL Data Pipeline 40

Pinterest Engineering

OCTOBER 2, 2024

As a data serving platform, SDS is responsible for various aspects of the data lifecycle management, including: Online Query Serving , which offers multiple data models such as graph, table, document, etc. Catalog/Metadata Management , which is responsible for storing and serving table metadata, including ownership, schemas, SLAs, etc.,

Data Management 56

Data Management Management Metadata SQL 56

Rockset

APRIL 18, 2023

In the demo, you’ll see how Rockset delivers search results in 15 milliseconds over thousands of documents. Organizations have continued to accumulate large quantities of unstructured data, ranging from text documents to multimedia content to machine and sensor data. Why use vector search?

Unstructured Data 105

Unstructured Data Metadata Machine Learning SQL 105

Netflix Tech

DECEMBER 3, 2022

For more information on this and other examples please visit the Dataflow documentation page." This logic consists of the following parts: DDL code, table metadata information, data transformation and a few audit steps. Attributes are set via Metacat , which is a Netflix internal metadata management platform.

Data Pipeline 144

Data Pipeline Scala Metadata Food 144

Christophe Blefari

OCTOBER 20, 2023

a lea prepare command that creates database objects that needs to be created (dataset, schema, etc.). lea generates documentation as Markdown in the workdir. Other cool features: lea teardown delete database objects, lea diff shows table schema differences and you can write Python model as long as they return a DataFrame.

Generalist 130

Generalist Entertainment NoSQL Datasets 130

Knowledge Hut

JANUARY 23, 2024

Mongo DB is a popular NoSQL and open-source document-oriented database which allows a highly scalable and flexible document structure. MongoDB Projection is a special feature allowing you to select only the necessary data rather than selecting the whole set of data from the document. What is MongoDB Projection?

MongoDB 52

MongoDB Project Database-centric NoSQL 52

Snowflake

AUGUST 7, 2024

Before Snowflake starts executing the query, we look at the metadata of the partitions to determine whether the contents of a given partition are likely to end up in the final result. For a list of key performance improvements by year and month, visit Snowflake Documentation. Snowflake starts processing those partitions first.

Metadata 52

Metadata Algorithm Utilities Architecture 52

Data Engineering Podcast

MARCH 5, 2022

Summary Databases are an important component of application architectures, but they are often difficult to work with. HarperDB was created with the core goal of being a developer friendly database engine. You can observe your pipelines with built in metadata search and column level lineage.

PostgreSQL 100

PostgreSQL MongoDB Software Engineer Software Engineering 100

dbt Developer Hub

NOVEMBER 13, 2023

By building your production-grade models into a different schema and database , you can experiment in peace without being worried that your changes will accidentally impact downstream users. Future versions of Explorer will support environment selection, so that you can preview your documentation changes as well.)

Cloud 52

Cloud Database-centric Metadata Data Warehouse 52

Data Engineering Weekly

AUGUST 25, 2024

The author summarizes the learning from the Google Search Engine paper leak and various public hearing documents from antitrust cases. link] Murat: Understanding the Performance Implications of Storage-Disaggregated Databases The separation of storage and computing certainly brings a lot of flexibility in operating data stores.

Data Engineer 70

Data Engineer Data Engineering Engineering Database-centric 70

Snowflake

OCTOBER 7, 2024

Creating Feature Stores You can easily create a Feature Store, or connect to an existing one, by providing a Snowpark session, database name, schema name and default warehouse. Governance Snowflake Feature Store uses standard database objects, like schemas, dynamic tables and views.

Management 80

Management Building Datasets Government 80

AltexSoft

FEBRUARY 11, 2023

Translating business requirements into an effective data infrastructure Data architects collect and document business requirements to clearly define objectives a company wants to reach with data. Setting a data governance policy A data governance policy is a document that covers data management goals, procedures, and business expectations.

Data Architect 87

Data Architect Certification Generalist Big Data 87

Data Engineering Podcast

DECEMBER 16, 2019

The solution to discoverability and tracking of data lineage is to incorporate a metadata repository into your data platform. The metadata repository serves as a data catalog and a means of reporting on the health and status of your datasets when it is properly integrated into the rest of your tools.

Metadata 100

Metadata PostgreSQL Datasets Data Warehouse 100

Towards Data Science

FEBRUARY 6, 2024

Then you begin researching database objects and find a couple of views, but there are some inconsistencies between them so you do not know which one to use. Accessing Operational Data I used to connect to views in transactional databases or APIs offered by operational systems to request the raw data. Does it sound familiar?

Systems 77

Systems Raw Data Metadata Data Cleanse 77

Cloudera

SEPTEMBER 28, 2020

This customer’s workloads leverage batch processing of data from 100+ backend database sources like Oracle, SQL Server, and traditional Mainframes using Syncsort. The customer team included several Hadoop administrators, a program manager, a database administrator and an enterprise architect. OS – RHEL/CentOS/OEL 7.6/7.7/7.8

Cloud 132

Cloud Kafka Professional Services Metadata 132

Snowflake

APRIL 23, 2024

To monitor the performance of mainframes, servers and cloud systems, the company needs to analyze relevant metadata and promptly address any concerns or issues. Each ServiceNow instance used to require a different server for a target database and a license; with Snowflake, no additional hardware or licenses are needed.

Data Warehouse 99

Data Warehouse Data Integration Consulting Metadata 99

Monte Carlo

MAY 20, 2024

This detailed compilation ensures that every aspect of the data is precisely documented, promoting consistency and clarity within the system. Access Information : Details on how and where the data can be accessed, including API keys or database connections. Ownership : Identifies who is responsible for managing the data element.

Datasets 52

Datasets Data Government Business Analyst 52

Towards Data Science

MAY 7, 2024

There are, of course obvious features like required source and destination connectors that can be deal breakers, but maybe you’re also looking for a metadata solution that provides lineage, or trying to increase monitoring, or needing to scale something that was built in house and is no longer holding its own.

ETL Tools 78

ETL Tools Metadata Data Integration Data Science 78

phData: Data Engineering

SEPTEMBER 19, 2023

This data can be structured, semi-structured, or unstructured and comes from various sources such as databases, IoT devices, log files, etc. Metadata Management Data modeling methodologies help in managing metadata within the data lake. Metadata describes the characteristics, attributes, and context of the data.

Data Lake 52

Data Lake Process Metadata Data Warehouse 52

Snowflake

JUNE 5, 2024

Governed internal collaboration with better discoverability and AI-powered object metadata The Internal Marketplace (private preview) introduces a new way for customers to boost secure collaboration, through a single directory of all data products specifically curated for use within an organization.

Government 103

Government Accessibility Accessible Cloud 103

Monte Carlo

OCTOBER 2, 2024

Without Python data lineage, you could waste valuable time hunting through databases, running SQL queries to trace the numbers back to their source. This involves documenting many parts of the data’s journey, including where it was stored, who owned it , and how it was uploaded, modified, and accessed. Now, what do you do?

Python 52

Python Datasets Metadata Data 52

Cloudera

AUGUST 30, 2022

It outlines a scenario in which “recently married people might want to change their names on their driver’s licenses or other documentation. As such, managers at different agencies need to sort through multiple systems to make sure these documents are delivered correctly—even though they all apply to the same individuals.”.

Data Architecture 78

Data Architecture Architecture Data Lake NoSQL 78