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 134

MySQL Metadata Data Validation Coding 134

Data Engineering Podcast

FEBRUARY 19, 2023

Acryl]([link] The modern data stack needs a reimagined metadata management platform. 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.

IT 147

IT Data Lake Metadata Data Warehouse 147

Cloudera

NOVEMBER 13, 2020

Metadata Caching. This is used to provide very low latency access to table metadata and file locations in order to avoid making expensive remote RPCs to services like the Hive Metastore (HMS) or the HDFS Name Node, which can be busy with JVM garbage collection or handling requests for other high latency batch workloads.

Metadata 144

Metadata Coding SQL Database 144

François Nguyen

JANUARY 18, 2021

In every step,we do not just read, transform and write data, we are also doing that with the metadata. The Dataops Heritage In my previous article, I have described the loop around the devops part of dataops. Last part, it was added the data security and privacy part.

Data Governance 130

Data Governance Metadata Government Data Pipeline 130

Data Engineering Podcast

NOVEMBER 6, 2022

Atlan is the metadata hub for your data ecosystem. Instead of locking your metadata into a new silo, unleash its transformative potential with Atlan’s active metadata capabilities. Can you share your definition of "behavioral data" and how it is differentiated from other sources/types of data?

Building 130

Building IT Metadata MongoDB 130

Tweag

NOVEMBER 1, 2023

Instead of writing functions that return records and pipe them together, we write records directly where all fields might not have a definition yet. Metadata can be attached to record fields, giving them more expressive power and the ability to better describe an interface for a partial configuration. s t r i n g. s t r i n g.

Metadata 113

Metadata Programming Programming Language Coding 113

The Pragmatic Engineer

AUGUST 3, 2023

Now after 7 years, Google has announced it will retire Firebase Dynamic Links, but with no definite successor lined up. To make this migration easier and as seamless as possible, we will give developers the ability to export their deep-link metadata.”

Metadata 163

Metadata Engineering Building Technology 163

Cloudera

MARCH 9, 2021

In this blog, we’ll highlight the key CDP aspects that provide data governance and lineage and show how they can be extended to incorporate metadata for non-CDP systems from across the enterprise. Atlas provides open metadata management and governance capabilities to build a catalog of all assets, and also classify and govern these assets.

Data Governance 101

Data Governance Government Metadata Datasets 101

Data Engineering Podcast

FEBRUARY 26, 2023

What is your philosophy on enforcing uniformity in technical systems vs. relying on interface definitions as the unit of consistency? TimeXtender Logo]([link] TimeXtender is a holistic, metadata-driven solution for data integration, optimized for agility. How are you managing visibility/auditability across the different data domains?

Building 147

Building Machine Learning Metadata Data Integration 147

Knowledge Hut

MAY 26, 2024

It houses metadata and both the desired and current state for each resource. So, if any other component needs to access information about the metadata or state of resources stored in the etcd, they have to go through the kube-apiserver. This ensures that all of the configurations are set correctly before being stored in the etcd.

Metadata 52

Metadata Certification Accessible Accessibility 52

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

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

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

Data Engineering Podcast

MAY 22, 2022

What are the patterns that you and the community have established to encourage discovery and reuse of granular task definitions? How have you approached the design of data contracts/type definitions to provide a consistent/portable API for defining inter-task dependencies across languages?

Machine Learning 130

Machine Learning Data Engineering Data Engineer Cloud 130

Data Engineering Podcast

MARCH 5, 2023

Can you describe what your working definition of "Data Culture" is? TimeXtender Logo]([link] TimeXtender is a holistic, metadata-driven solution for data integration, optimized for agility. Can you describe what your working definition of "Data Culture" is? How are they interdependent?

Building 147

Building Database Design Machine Learning Metadata 147

Christophe Blefari

JANUARY 20, 2024

Every company out there has his own definition for the data engineer role. What is data engineering As I said it before data engineering is still a young discipline with many different definitions. Reddit r/dataengineering wiki a place where some data eng definitions are written. Who are the data engineers? Is it really modern?

Data Engineering 130

Data Engineering Data Engineer Engineering Hadoop 130

Data Engineering Podcast

JULY 24, 2022

Atlan is the metadata hub for your data ecosystem. Instead of locking your metadata into a new silo, unleash its transformative potential with Atlan’s active metadata capabilities. How have the definitions shifted over the past few decades? Atlan is the metadata hub for your data ecosystem.

Data Engineering 100

Data Engineering Data Engineer Lambda Architecture Engineering 100

Data Engineering Podcast

SEPTEMBER 11, 2022

Atlan is the metadata hub for your data ecosystem. Instead of locking your metadata into a new silo, unleash its transformative potential with Atlan’s active metadata capabilities. What are the different places in a data system that schema definitions need to be established?

Systems 100

Systems Metadata Building MongoDB 100

Precisely

OCTOBER 31, 2024

While data products may have different definitions in different organizations, in general it is seen as data entity that contains data and metadata that has been curated for a specific business purpose. A data fabric weaves together different data management tools, metadata, and automation to create a seamless architecture.

Data Architecture 69

Data Architecture Architecture Metadata Government 69

Maxime Beauchemin

JANUARY 20, 2017

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. In a fast growing, rapidly evolving, slightly chaotic data ecosystem, metadata management and tooling become a vital component of a modern data platform.

Data Engineering 130

Data Engineering Data Engineer Engineering ETL Tools 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. Data Preparation (Apache Spark and Apache Hive) .

Google Cloud 100

Google Cloud Cloud Amazon Web Services Cloud Storage 100

Lyft Engineering

OCTOBER 3, 2023

Data quality is an amorphous term, with various definitions depending on the context. In Verity, we defined data quality as follows: Verity’s Definition of Data Quality The measure of how well data can be used as intended. Five aspects of data quality with the definition in italics and an example in quotes.

Big Data 86

Big Data Metadata Data Warehouse Data 86

Data Engineering Podcast

OCTOBER 14, 2018

This is a highly detailed and technical exploration of how a well-engineered metadata layer can improve the speed, accuracy, and utility of large scale, multi-tenant, cloud-native data platforms. How do you handle files on disk that don’t contain all of the fields specified in a table definition?

Data Lake 100

Data Lake Big Data Cloud Hadoop 100

Cloudera

MAY 5, 2021

It mainly has 4 phases: Prepare : in this phase, YuniKorn proactively creates a certain number of placeholder pods based on the taskGroups definition. Instead of directly assigning resources for an app’s pod, the scheduling procedure will be different. Explanation: 2 Spark jobs are submitted to a resource queue simultaneously.

Metadata 136

Metadata Algorithm Big Data Machine Learning 136

Cloudera

AUGUST 16, 2021

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. If you’re using the Apache NiFi Registry you can also export flow definitions from there that follow the same format. and later). and later).

Cloud 122

Cloud Unstructured Data Utilities Metadata 122

Data Engineering Podcast

MAY 18, 2021

Your host is Tobias Macey and today I’m interviewing Julien Le Dem about Open Lineage, a new standard for structuring metadata to enable interoperability across the ecosystem of data management tools. What is the current state of the ecosystem for generating and sharing metadata between systems?

Metadata 100

Metadata Kafka Data Warehouse Hadoop 100

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

ThoughtSpot

JUNE 28, 2023

Fine-grained personal access token that allows Read access to metadata and Read and Write access to code and commit statuses. vcs/git/config/create REST API v2.0

Metadata 97

Metadata Accessible Accessibility Coding 97

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

Christophe Blefari

FEBRUARY 3, 2023

What's often stays is that AE is between DE and DA, so the definition is often done complementarily to other positions. Select Star is another data catalog that automatically connects to your tools and provides the usual data catalog UI based on a search bar with metadata management inside. In the end actually, the answer depends.

BI 130

BI Google Cloud Machine Learning SQL 130

Data Engineering Podcast

JANUARY 7, 2022

In this episode Metaplane founder Kevin Hu shares his working definition of the term and explains the work that he and his team are doing to cut down on the time to adoption for this new set of practices. You can observe your pipelines with built in metadata search and column level lineage. What is your working definition of that term?

BI 100

BI Data Warehouse Metadata SQL 100

Cloudera

FEBRUARY 8, 2024

Note that the materialized view definition contains the ‘stored by iceberg’ clause. The snapshotId of the source tables involved in the materialized view are also maintained in the metadata. Let’s create a materialized view that joins the three tables, has filter conditions, and does grouped aggregation.

Metadata 96

Metadata Data Warehouse BI AWS 96

Marc Lamberti

SEPTEMBER 22, 2023

Digging into the official definition, you will see that Airflow is noted as an open-source platform that programmatically authors, schedules, and monitors workflows. Airflow stores metadata in it (DAG runs, XComs, Task instances, etc. Now you know what an orchestrator is, we can move on to the question, “What is apache airflow?”

Data Pipeline 130

Data Pipeline Python Metadata Database 130

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

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. Any flow definition in the Catalog can be executed as a deployment or a function.

Data Pipeline 90

Data Pipeline Designing Kafka Metadata 90

Cloudera

SEPTEMBER 29, 2022

The data product is not just the data itself, but a bunch of metadata that surrounds it — the simple stuff like schema is a given. And during this time they will by definition have a hybrid architecture. What are the different definitions of hybrid architectures? There are many definitions of the hybrid data architecture.

Architecture 80

Architecture Data Architecture Metadata Data Warehouse 80

Netflix Tech

JULY 30, 2019

Adoption As of writing this blog, Conductor orchestrates 600+ workflow definitions owned by 50+ teams across Netflix. The task definition parameter rateLimitFrequencyInSeconds sets the duration window, while rateLimitPerFrequency defines the number of tasks that can be scheduled in a duration window.

Metadata 76

Metadata Media AWS Transportation 76