Snowflake

JANUARY 23, 2024

Snowpark ML Operations: Model management The path to production from model development starts with model management, which is the ability to track versioned model artifacts and metadata in a scalable, governed manner. The Snowpark Model Registry API provides simple catalog and retrieval operations on models.

Machine Learning 123

Machine Learning Metadata Python Telecommunication 123

Cloudera

NOVEMBER 13, 2020

Unlike traditional planners that need to consider accessing a table via a variety of types of index, Impala’s planner always starts with a full table scan and then applies pruning techniques to reduce the data scanned. Metadata Caching. See the performance results below for an example of how metadata caching helps reduce latency.

Metadata 144

Metadata Coding SQL Database 144

Data Engineering Weekly

JUNE 16, 2024

[link] Yousry Mohamed: Delta Lake Liquid Clustering — A visual explanation Liquid clustering liberates the hive-style static partitioning and organizes the data layout from the accessing pattern. The official design document for liquid clustering is here. link] Picnic: Open-sourcing dbt-score: lint model metadata with ease!

Data Engineering 105

Data Engineering Data Engineer Engineering Kafka 105

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

Netflix Tech

JUNE 1, 2023

The replay traffic environment generated responses containing a standard playback manifest, a JSON document containing all the necessary information for a Netflix device to start playback. It also included metadata about ads, such as ad placement and impression-tracking events. Keep an eye out for updates on this.

Algorithm 140

Algorithm Metadata Kafka Systems 140

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. Models are first-class, schema-level Snowflake objects that provide fine-grained role-based access control (RBAC). Ask the Community!

Management 94

Management Government Metadata Python 94

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 105

Government Accessible Accessibility Cloud 105

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

Cloudera

SEPTEMBER 28, 2021

Cloudera Data platform ( CDP ) provides a Shared Data Experience ( SDX ) for centralized data access control and audit in the Enterprise Data Cloud. The Ranger Authorization Service (RAZ) is a new service added to help provide fine-grained access control (FGAC) for cloud storage. Changes with file access control .

Accessible 65

Accessible Accessibility Cloud Cloud Storage 65

Precisely

APRIL 11, 2023

Do I have access to the data? What do I need to do to access the data now and make it easy to find and access in the future? It’s critical that business analysts have the data they need and that IT has the appropriate metadata associated with those datasets for seamless replication into the cloud.

Accessible 52

Accessible Accessibility Metadata Data Integration 52

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. Why Use AWS Glue? being data exactly matches the classifier, and 0.0 doesn't match the classifier.

AWS 98

AWS Scala Metadata Data Lake 98

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. For more information, explore our developer documentation on the new version control REST APIs for Git.

Metadata 97

Metadata Accessible Accessibility Coding 97

Cloudera

AUGUST 10, 2021

Impala Row Filtering to set access policies for rows when reading from a table. Atlas / Kafka integration provides metadata collection for Kafa producers/consumers so that consumers can manage, govern, and monitor Kafka metadata and metadata lineage in the Atlas UI. Figure 1: sales group SELECT access. x, and 6.3.x,

Cloud 98

Cloud Kafka Metadata SQL 98

Maxime Beauchemin

JANUARY 20, 2017

This opens new moves in the data modeler’s playbook, and can allow for fact tables to store multiple grains at once when needed dynamic schemas : since the advent of map reduce, with the growing popularity of document stores and with support for blobs in databases, it’s becoming easier to evolve database schemas without executing DML.

Data Engineering 130

Data Engineering Data Engineer Engineering ETL Tools 130

Snowflake

NOVEMBER 2, 2023

For example, customers who need a centralized store of data in large volume and variety – including JSON, text files, documents, images, and video – have built their data lake with Snowflake. For any features above in private preview, please contact your Snowflake account manager to apply for access.

Data Lake 97

Data Lake Data Warehouse Cloud Unstructured Data 97

Cloudera

DECEMBER 10, 2020

In a multi-tenant environment, many users access the same data sources. The very high degree of compression built into these file formats reduces storage space and time to access storage. These techniques range from distributing concurrent query for overall throughput to metadata caching, data caching, and results caching.

Data Warehouse 98

Data Warehouse Cloud Storage Metadata Data 98

Snowflake

NOVEMBER 1, 2023

And because the Notebook is natively integrated into Snowflake’s role-based access controls (RBAC), it’s easy to securely share and collaborate on your code and results without compromising on any enterprise data.

Building 111

Building Python SQL Programming Language 111

Cloudera

DECEMBER 3, 2024

Cloudera’s open data lakehouse, powered by Apache Iceberg, solves the real-world big data challenges mentioned above by providing a unified, curated, shareable, and interoperable data lake that is accessible by a wide array of Iceberg-compatible compute engines and tools. SELECT * FROM airlines_data.carriers; 4.

Metadata 89

Metadata SQL Database Data Warehouse 89

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 100

Google Cloud Cloud Amazon Web Services Cloud Storage 100

Tweag

NOVEMBER 1, 2023

But if this function calls other functions internally, the parameters to the inner call aren’t necessarily accessible. We can extract documentation from them, get completion in the LSP, use nickel query , and so on. Combined with field metadata, records can come close to the notion of modules in other languages. s t r i n g.

Metadata 113

Metadata Programming Programming Language Coding 113

Cloudera

AUGUST 30, 2022

But while state and local governments seek to improve policies, decision making, and the services constituents rely upon, data silos create accessibility and sharing challenges that hinder public sector agencies from transforming their data into a strategic asset and leveraging it for the common good. . Forrester ).

Data Architecture 84

Data Architecture Architecture Data Lake NoSQL 84

Marc Lamberti

OCTOBER 20, 2023

A template engine is a library that combines templates with data models to produce documents. Airflow templates allow you to inject DAG Run and Task Instance metadata in your tasks at runtime. To know if you can use templating or not, you must look at… the documentation Let’s retake the BashOperator. Templating!

SQL 130

SQL Python Coding Metadata 130

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.” apiVersion: v1 kind: Pod metadata: name: Postgres spec: containers: - name: Postgres image: Postgres: 3.1

Database-centric 81

Database-centric Metadata MongoDB Pipeline-centric 81

Netflix Tech

SEPTEMBER 2, 2020

Edgar helps Netflix teams troubleshoot distributed systems efficiently with the help of a summarized presentation of request tracing, logs, analysis, and metadata. With request tracing and additional data from logs, events, metadata, and analysis, Edgar is able to show the flow of a request through our distributed system?

Metadata 119

Metadata Transportation Engineering Systems 119

Data Engineering Podcast

NOVEMBER 27, 2022

This has led to inefficiencies in how data is stored, accessed, and shared across process and system boundaries. 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. images, documents, etc.)

Data Process 100

Data Process Process Metadata Business Intelligence 100

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 76

Cloud Data Lake Data Warehouse Metadata 76

Snowflake

APRIL 23, 2024

The connector provides immediate access to up-to-date ServiceNow data without the need to manually integrate against API endpoints. Customers get a fully managed service with no additional access fees set by Snowflake. It’s available with no additional access fees set by Snowflake and uses Snowflake credits for compute and storage.

Data Warehouse 100

Data Warehouse Data Integration Consulting Metadata 100

Engineering at Meta

MAY 3, 2023

Ducktail is known to target a number of platforms across the internet, including: LinkedIn to socially engineer people into downloading malware; Browsers like Google Chrome, Microsoft Edge, Brave, and Firefox to gain access to people’s information on desktop; and File-hosting services such as Dropbox and Mega, to host malware.

Media 116

Media Metadata Coding Database 116

Cloudera

AUGUST 4, 2021

Trends toward more self-service data access and real-time applications have made data governance more visible and critical than ever before. The data is profiled and enhanced with rich metadata—including operational, social, and business context—creating trusted and reusable data assets and making them discoverable.

Data Governance 92

Data Governance Government Metadata Data Security 92

Confluent

MAY 21, 2019

However, this bit of business logic really isn’t very relevant to the job of a service that provides simple access to the profile database, and it really shouldn’t be their responsibility. There are databases, document stores, data files, NoSQL and ETL processes involved. Real-world architectures involve more than just microservices.

Kafka 110

Kafka Insurance Architecture Database 110

Towards Data Science

FEBRUARY 6, 2024

Accessing Operational Data I used to connect to views in transactional databases or APIs offered by operational systems to request the raw data. Accessibility : I could easily request access to these data products. Metadata update Data products need to be understandable. Does it sound familiar?

Systems 77

Systems Raw Data Metadata Data Cleanse 77

Netflix Tech

MARCH 5, 2020

The management of not only data collected about the incident itself but all of the metadata about the response. Resources are documents, screenshots, logs or any other piece of digital information that is used during an incident. Create Incident Document? —?The Slack for managing incident metadata (e.g. Meet Dispatch!

Metadata 86

Metadata AWS Management Architecture 86

Cloudera

AUGUST 24, 2022

A Docker repository available for the user and also accessible for CML (e.g. As for the container labels, you can find more information about this in Metadata for Customer ML Runtime , within Cloudera documentation. . These steps can be found in Adding New ML Runtime in Cloudera Documentation. Prerequisites. docker.io).

Machine Learning 88

Machine Learning Building Metadata Programming Language 88

Cloudera

FEBRUARY 17, 2022

Provides self-service access to integrated, multi-function analytics on centrally managed and secured business data. Before proceeding with the upgrade, review the CDP Private Cloud Base prerequisites as specified in the documentation. The end-to-end process is relatively straightforward and well documented. CDP Knowledge Hub.

Cloud 107

Cloud Data Professional Services Metadata 107

Cloudera

NOVEMBER 23, 2021

Apache Knox Gateway provides perimeter security so that the enterprise can confidently extend access to new users. Atlas provides open metadata management and governance capabilities to build a catalog of all assets, and also classify and govern these assets. You can access COD right from your CDP console. Apache Phoenix.

Database 96

Database Non-relational Database NoSQL Government 96

Cloudera

JULY 15, 2021

Further information and documentation [link] . All three will be quorums of Zookeepers and HDFS Journal nodes to track changes to HDFS Metadata stored on the Namenodes. Apache Ranger provides the key policy framework that defines user access rights to resources. Summary of major changes. Networking . Authorisation.

Architecture 108

Architecture Cloud Kafka Hadoop 108

AltexSoft

FEBRUARY 11, 2023

This suggests that today, there are many companies that face the need to make their data easily accessible, cleaned up, and regularly updated. 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.

Data Architect 87

Data Architect Certification Generalist Big Data 87