Cloudyard

OCTOBER 15, 2024

When using Iceberg tables, every Data Definition Language ( DDL ) operation triggers the generation of a new metadata JSON file that captures the updated structure. This article outlines a process for efficiently tracking schema changes in Iceberg tables by leveraging Snowflake’s powerful metadata storage capabilities.

Metadata 52

Metadata Data Governance Government Data Integration 52

Tweag

MAY 16, 2023

Since the previous stable version ( 0.3.1 ), efforts have been made on three principal fronts: tooling (in particular the language server), the core language semantics (contracts, metadata, and merging), and the surface language (the syntax and the stdlib). The | symbol attaches metadata to fields.

MySQL 135

MySQL Metadata Data Validation Coding 135

François Nguyen

MARCH 22, 2021

This is really for us the definition of a self serve platform. and he/she has different actions to execute (reading, calling a vision API, transform, create metadata, store them, etc…). TL;DR After setting up and organizing the teams, we are describing 4 topics to make data mesh a reality. What you have to code is this workflow

Technology 130

Technology Architecture Google Cloud Metadata 130

Snowflake

JUNE 5, 2024

At the same time, organizations must ensure the right people have access to the right content, while also protecting sensitive and/or Personally Identifiable Information (PII) and fulfilling a growing list of regulatory requirements. Additional built-in UI’s and privacy enhancements make it even easier to understand and manage sensitive data.

Government 116

Government Accessible Accessibility Cloud 116

ThoughtSpot

OCTOBER 9, 2023

How ThoughtSpot builds trust with data catalog connectors For many, the data catalog is still the primary home for metadata enrichment and governance. Our data catalog integrations allow you to tap into this metadata wealth and surface it in the context where it’s needed most—when conducting business analytics.

Metadata 105

Metadata Data Government Data Governance 105

Tweag

NOVEMBER 1, 2023

But if this function calls other functions internally, the parameters to the inner call aren’t necessarily accessible. Instead of writing functions that return records and pipe them together, we write records directly where all fields might not have a definition yet. You need to bubble them up to the root function’s argument.

Metadata 117

Metadata Programming Programming Language Coding 117

Precisely

OCTOBER 31, 2024

Data fabric is a unified approach to data management, creating a consistent way to manage, access, and share data across distributed environments. As data management grows increasingly complex, you need modern solutions that allow you to integrate and access your data seamlessly.

Data Architecture 69

Data Architecture Architecture Metadata Government 69

Data Engineering Podcast

MARCH 27, 2022

What is your working definition of "data governance" and how does that influence your product focus and priorities? Acryl]([link] The modern data stack needs a reimagined metadata management platform. Acryl Data’s vision is to bring clarity to your data through its next generation multi-cloud metadata management platform.

Data Governance 130

Data Governance Government Cloud Building 130

Knowledge Hut

MAY 26, 2024

This means that you can always know exactly where your data is stored and how it is accessed. This system is designed to provide a way for applications to access data stored on a remote server without having to copy the data to the local machine. It houses metadata and both the desired and current state for each resource.

Metadata 52

Metadata Certification Accessible Accessibility 52

Snowflake

DECEMBER 12, 2023

To give customers flexibility for how they fit Snowflake into their data architecture, Iceberg Tables can be configured to use either Snowflake or an external service such as AWS Glue as the table’s catalog to track metadata, with an easy, one-line SQL command to convert the table’s catalog to Snowflake in a metadata-only operation.

Metadata 118

Metadata Python Government AWS 118

ThoughtSpot

JUNE 28, 2023

Getting started with version control APIs To begin, ensure that the following prerequisites are met: You have admin access (can administer Thoughtspot privilege) to connect ThoughtSpot to a Git repository and deploy commits. You have a Git repository and a branch that can be used as a default branch in ThoughtSpot.

Metadata 97

Metadata Accessible Accessibility Coding 97

Data Engineering Podcast

MAY 18, 2021

High-growth startups use Molecula’s feature store because of its unprecedented speed, cost savings, and simplified access to all enterprise data. From feature extraction to model training to production, the Molecula feature store provides continuously updated feature access, reuse, and sharing without the need to pre-process data.

Metadata 100

Metadata Kafka Data Warehouse Hadoop 100

Christophe Blefari

FEBRUARY 3, 2023

ebay, Variable Hub a data access layer for risk decisioning — Looks like a feature store but for risk topics. What's often stays is that AE is between DE and DA, so the definition is often done complementarily to other positions. The article shows our Netflix art creators are using past data to create new artworks.

BI 130

BI Google Cloud Machine Learning SQL 130

Cloudera

MARCH 31, 2021

Customers who have chosen Google Cloud as their cloud platform can now use CDP Public Cloud to create secure governed data lakes in their own cloud accounts and deliver security, compliance and metadata management across multiple compute clusters. Access new platform capabilities – such as the SQL Stream Builder.

Google Cloud 94

Google Cloud Cloud Amazon Web Services Cloud Storage 94

Maxime Beauchemin

JANUARY 20, 2017

In retrospect, complex SCD modeling techniques are not intuitive and reduce accessibility. It also becomes the role of the data engineering team to be a “center of excellence” through the definitions of standards, best practices and certification processes for data objects.

Data Engineer 130

Data Engineer Data Engineering Engineering ETL Tools 130

Cloudera

AUGUST 3, 2021

The last eighteen months is causing supply chain forecasters to rethink the definition and incorporate risk into the planning process. . Access to innovation: The open source community drives change, innovation, and feature functionality at a higher rate than any one organization, even with heavy R&D investment. .

Manufacturing 111

Manufacturing Retail Government Entertainment 111

Snowflake

JUNE 4, 2024

And to provide further flexibility — including read and write interoperability from multiple engines with centralized access — Snowflake is open sourcing Polaris Catalog in the next 90 days. Parquet Direct (private preview) allows you to use Iceberg without rewriting or duplicating Parquet files — even as new Parquet files arrive.

Government 113

Government Data Ingestion Data PostgreSQL 113

Netflix Tech

SEPTEMBER 18, 2024

Second, developers had to constantly re-learn new data modeling practices and common yet critical data access patterns. This abstraction simplifies data access, enhances the reliability of our infrastructure, and enables us to support the broad spectrum of use cases that Netflix demands with minimal developer effort.

Bytes 102

Bytes Metadata Database Data 102

Cloudera

AUGUST 16, 2021

Users access the CDF-PC service through the hosted CDP Control Plane. Before you can create any NiFi deployments with CDF-PC, you have to import your existing NiFi flow definitions into the Catalog. This will create a JSON file containing the flow metadata. Figure 4: Importing a NiFi flow definition into the CDF-PC Flow Catalog.

Cloud 122

Cloud Unstructured Data Utilities Metadata 122

François Nguyen

MARCH 7, 2021

In this article, Juan Sequada gives maybe one of the best definition of Data Mesh ” It is paradigm shift towards a distributed architecture that attempts to find an ideal balance between centralization and decentralization of metadata and data management.”

Government 130

Government Data Governance Data Metadata 130

Towards Data Science

MAY 7, 2024

meetings with sales reps from all of the SaaS data integration tooling companies and are granted 14 day access to try their wares. Now you have to decide what sorts of things to test in order to figure out definitively if the tool is the right commitment for you and the team.

ETL Tools 98

ETL Tools Metadata Data Integration Data Science 98

LinkedIn Engineering

APRIL 25, 2023

resource definitions, their entity schemas and their relationship definitions as input and generates a federated GraphQL type system. These data fetchers are written in a way to use the metadata available on our type system to self-configure and wire appropriately during the service startup. Given that our Rest.li

Architecture 109

Architecture Metadata Java Transportation 109

ProjectPro

FEBRUARY 8, 2023

Then, Glue writes the job's metadata into the embedded AWS Glue Data Catalog. AWS Glue then creates data profiles in the catalog, a repository for all data assets' metadata, including table definitions, locations, and other features. Developers get access to developer endpoints that they can use to work with the code.

AWS 98

AWS Scala Metadata Data Lake 98

Cloudera

JANUARY 21, 2022

The architecture reflects the four pillars of security engineering best practice, Perimeter, Data, Access and Visibility. Authentication is first configured to ensure that users and services can access the cluster only after proving their identities. Auditing procedures keep track of who accesses the cluster (and how).

Architecture 112

Architecture Transportation Certification Government 112

Cloudera

MARCH 14, 2023

The data flow life cycle with Cloudera DataFlow for the Public Cloud (CDF-PC) Data flows in CDF-PC follow a bespoke life cycle that starts with either creating a new draft from scratch or by opening an existing flow definition from the Catalog.

Data Pipeline 84

Data Pipeline Designing Kafka Metadata 84

Cloudera

NOVEMBER 5, 2020

Registering an Environment provides CDP with access to your cloud provider account and identifies the resources in your cloud provider account that CDP services can access or provision. The Data Lake cluster and SDX are managed by Cloudera Manager, and include the following services: Hive MetaStore (HMS) — table metadata.

Cloud 74

Cloud Data Lake Data Warehouse Metadata 74

Monte Carlo

AUGUST 25, 2023

A warehouse can be a one-stop solution, where metadata, storage, and compute components come from the same place and are under the orchestration of a single vendor. For metadata organization, they often use Hive, Amazon Glue, or Databricks. One advantage of data warehouses is their integrated nature.

Data Lake 52

Data Lake Data Warehouse Unstructured Data Raw Data 52

Confluent

FEBRUARY 22, 2019

This led us towards choosing a format that supports defining a schema in a programming language agnostic Interface Definition Language (IDL) which could then propagate the schema across to all the applications that need to work on that data. The metadata consists of Protobuf custom options. Providing Guarantees on Topic Schemas.

Kafka 81

Kafka Programming Language Metadata Data 81

Knowledge Hut

MARCH 7, 2024

Two, it creates a commonality of data definitions, concepts, metadata and the like. As far as Big Data is concerned, data security should be high on their priorities as most modern businesses are vulnerable to fake data generation, especially if cybercriminals have access to the database of a business.

Big Data 98

Big Data Bytes Data Governance Raw Data 98

Zalando Engineering

OCTOBER 18, 2023

The query directives are generally useful for clients to express certain types of metadata for the query. We can access the request parameters (like pathname) by running GraphQL over HTTP. on FIELD_DEFINITION For example, it is used in a query definition as follows - type CustomerConsent { status : String ! are some entities.

Metadata 83

Metadata Coding Banking Designing 83

DoorDash Engineering

DECEMBER 5, 2023

Key terminology Here are definitions and links to further documentation about the tools we used. Exposes a unique hardware definition language (HDL) for configuring compute resources. All Topics, even those without any messages, include some metadata that is backed up to disk. Terraform : Infrastructure-as-code (IaC) platform.

Kafka 91

Kafka Programming Language Metadata Architecture 91

Netflix Tech

DECEMBER 14, 2018

NMDB is built to be a highly scalable, multi-tenant, media metadata system that can serve a high volume of write/read throughput as well as support near real-time queries. under varying load conditions as well as a wide variety of access patterns; (b) scalability?—?persisting

Media 95

Media Database Metadata Data Schemas 95

Netflix Tech

FEBRUARY 16, 2021

The original SKU catalog is a logic-heavy client library packaged with complex metadata configuration files and consumed by various services. Operational Efficiency: The majority of the changes require metadata configuration files and library code changes, usually taking days of testing and service release to adopt the updates.

Building 85

Building Management Metadata Entertainment 85

Data Engineering Podcast

FEBRUARY 6, 2022

He also explains how he and his team at Privacy Dynamics are working to make those strategies more accessible to organizations so that you can focus on all of the other tasks required of you. You can observe your pipelines with built in metadata search and column level lineage. Which categor(y|ies) are you focused on addressing?

Data Pipeline 100

Data Pipeline Data Metadata Software Engineering 100

Netflix Tech

MARCH 25, 2019

In this model, we scan system logs and metadata generated by various compute engines to collect corresponding lineage data. In addition, we derive lineage information from scheduled ETL jobs by extracting workflow definitions and runtime metadata using Meson scheduler APIs. push or pull.

Building 88

Building Metadata Transportation Data Ingestion 88

Data Engineering Podcast

NOVEMBER 9, 2020

He also shares the internal architecture, how he approached the design to make it accessible and easy to use, and how it autodiscovers the schemas and metadata for your source systems. Are you bogged down by having to manually manage data access controls, repeatedly move and copy data, and create audit reports to prove compliance?

Building 100

Building PostgreSQL BI Metadata 100

Snowflake

OCTOBER 7, 2024

However, this often introduces the complexity of managing additional infrastructure for feature authoring, building and maintaining update pipelines, and establishing workflows to access consistent and fresh features. Define an Entity: Define a Feature View: feature_df is a Snowpark DataFrame object containing your feature definition.

Management 98

Management Building Datasets Government 98