AWS Big Data

DECEMBER 10, 2024

Upon successful authentication, the custom claims provider triggers the custom authentication extensions token issuance start event listener. The custom authentication extension calls an Azure function (your REST API endpoint) with information about the event, user profile, session data, and other context. Choose Test this application.

Sales 105

Sales Metadata Enterprise Testing 105

O'Reilly on Data

JUNE 14, 2024

It offers a wealth of books, on-demand courses, live events, short-form posts, interactive labs, expert playlists, and more—formed from the proprietary content of thousands of independent authors, industry experts, and several of the largest education publishers in the world.

Metadata 302

Metadata Publishing Data-driven Modeling 302

AWS Big Data

DECEMBER 5, 2024

Hydro is powered by Amazon MSK and other tools with which teams can move, transform, and publish data at low latency using event-driven architectures. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits.

Metrics 97

Metrics Dashboards Testing Optimization 97

AWS Big Data

MAY 2, 2025

Generally, the path from prototype to production starts with deploying your AI connectors , designing flows from a data sample, then exporting your flows from a development cluster to a preproduction environment for testing at-scale. Lets test our multimodal RAG flow by searching for sunset colored dresses.

Machine Learning 81

Machine Learning Visualization Dashboards Metadata 81

AWS Big Data

NOVEMBER 19, 2024

You can now test the newly created application by running the following command: npm run dev By default, the application is available on port 5173 on your local machine. Unfiltered Table Metadata This tab displays the response of the AWS Glue API GetUnfilteredTableMetadata policies for the selected table.

Data Processing 97

Data Processing Metadata Publishing Testing 97

AWS Big Data

MARCH 22, 2023

If your organization uses Microsoft Azure Active Directory (Azure AD) for centralized authentication and utilizes its user attributes to organize the users, you can enable federation across all QuickSight accounts as well as manage users and their group membership in QuickSight using events generated in the AWS platform.

Management 98

Management Metadata Enterprise Testing 98

DataKitchen

OCTOBER 11, 2021

There are no automated tests , so errors frequently pass through the pipeline. There is no process to spin up an isolated dev environment to quickly add a feature, test it with actual data and deploy it to production. The pipeline has automated tests at each step, making sure that each step completes successfully.

Testing 154

Testing Metadata Dashboards Statistics 154

AWS Big Data

OCTOBER 3, 2023

Iceberg tables store metadata in manifest files. As the number of data files increase, the amount of metadata stored in these manifest files also increases, leading to longer query planning time. The query runtime also increases because it’s proportional to the number of data or metadata file read operations. with Spark 3.3.2,

Optimization 126

Optimization Snapshot Data Lake Metadata 126

CIO Business Intelligence

APRIL 8, 2025

As data-centric AI, automated metadata management and privacy-aware data sharing mature, the opportunity to embed data quality into the enterprises core has never been more significant. Data fabric Metadata-rich integration layer across distributed systems. Implementation complexity, relies on robust metadata management.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

AWS Big Data

JUNE 19, 2023

When it comes to near-real-time analysis of data as it arrives in Security Lake and responding to security events your company cares about, Amazon OpenSearch Service provides the necessary tooling to help you make sense of the data found in Security Lake. Under Log and event sources , specify what the subscriber is authorized to ingest.

Publishing 105

Publishing Dashboards Visualization Management 105

AWS Big Data

AUGUST 8, 2024

AppsFlyer develops a leading measurement solution focused on privacy, which enables marketers to gauge the effectiveness of their marketing activities and integrates them with the broader marketing world, managing a vast volume of 100 billion events every day. This led the team to examine partition indexing.

Interactive 124

Interactive Metadata Optimization Testing 124

AWS Big Data

JUNE 10, 2024

Data-driven decisions lead to more effective responses to unexpected events, increase innovation and allow organizations to create better experiences for their customers. Short overview of Cloudinary’s infrastructure Cloudinary infrastructure handles over 20 billion requests daily with every request generating event logs.

Data Lake 126

Data Lake Metadata Snapshot Analytics 126

DataKitchen

OCTOBER 20, 2023

’ It assigns unique identifiers to each data item—referred to as ‘payloads’—related to each event. Payload DJs facilitate capturing metadata, lineage, and test results at each phase, enhancing tracking efficiency and reducing the risk of data loss.

Insurance 173

Insurance Metadata Data-driven Data Quality 173

AWS Big Data

OCTOBER 11, 2023

This may require frequent truncation in certain tables to retain only the latest stream of events. The second streaming data source constitutes metadata information about the call center organization and agents that gets refreshed throughout the day. Agent states are reported in agent-state events.

Management 131

Management Metadata Analytics Dashboards 131

DataKitchen

SEPTEMBER 21, 2023

In the context of Data in Place, validating data quality automatically with Business Domain Tests is imperative for ensuring the trustworthiness of your data assets. Running these automated tests as part of your DataOps and Data Observability strategy allows for early detection of discrepancies or errors.

Testing 173

Testing Data Quality Predictive Modeling Metrics 173

AWS Big Data

JULY 8, 2024

With the Amazon DataZone OpenLineage-compatible API, domain administrators and data producers can capture and store lineage events beyond what is available in Amazon DataZone, including transformations in Amazon Simple Storage Service (Amazon S3), AWS Glue , and other AWS services.

Visualization 119

Visualization Metadata Publishing Sales 119

AWS Big Data

JULY 18, 2024

This populates the technical metadata in the business data catalog for each data asset. The business metadata, can be added by business users to provide business context, tags, and data classification for the datasets. The successful completion of the AWS Glue crawler generates an event in the default event bus of Amazon EventBridge.

Data Lake 130

Data Lake Publishing Metadata Data-driven 130

AWS Big Data

FEBRUARY 26, 2025

This premier event showcased groundbreaking advancements, keynotes from AWS leadership, hands-on technical sessions, and exciting product launches. S3 Metadata is designed to automatically capture metadata from objects as they are uploaded into a bucket, and to make that metadata queryable in a read-only table.

Analytics 61

Analytics Data Lake Metadata Data Warehouse 61

AWS Big Data

NOVEMBER 15, 2023

This post covers how you can implement data enrichment for near-online streaming events with Apache Flink and how you can optimize performance. To compare the performance of the enrichment patterns, we ran performance testing based on synthetic data. The result of this test is useful as a general reference.

Testing 111

Testing Optimization Management Metadata 111

erwin

DECEMBER 9, 2024

Maybe your AI model monitors sales data, and the data is spiking for one region of the country due to a world event. Metadata is the basis of trust for data forensics as we answer the questions of fact or fiction when it comes to the data we see. Lets give a for instance.

Metadata 52

Metadata Data Quality Sales Modeling 52

O'Reilly on Data

MARCH 23, 2023

But Transformers have some other important advantages: Transformers don’t require training data to be labeled; that is, you don’t need metadata that specifies what each sentence in the training data means. It’s by far the most convincing example of a conversation with a machine; it has certainly passed the Turing test.

IT 349

IT Modeling Testing Risk 349

AWS Big Data

JANUARY 16, 2024

Within Airflow, the metadata database is a core component storing configuration variables, roles, permissions, and DAG run histories. A healthy metadata database is therefore critical for your Airflow environment. The AWS Health Dashboard provides information about AWS Health events that can affect your account.

Strategy 111

Strategy Metadata Metrics Dashboards 111

AWS Big Data

NOVEMBER 19, 2024

With Lake Formation, you can centralize data security and governance using the AWS Glue Data Catalog , letting you manage metadata and data permissions in one place with familiar database-style features. glue:GetUnfilteredTableMetadata – Allows a third-party analytical engine to retrieve unfiltered table metadata from the Data Catalog.

Data Lake 98

Data Lake Metadata Testing Data Processing 98

AWS Big Data

SEPTEMBER 6, 2023

The rising trend in today’s tech landscape is the use of streaming data and event-oriented structures. You can do this by setting Amazon MSK as an event source for a Lambda function. For testing, this post includes a sample AWS Cloud Development Kit (AWS CDK) application. API Gateway forwards the request to a Lambda function.

Testing 116

Testing Metadata Cost-Benefit Internet of Things 116

AWS Big Data

MAY 7, 2024

Figure 1: Flow of actions for self-service analytics around data assets stored in relational databases First, the data producer needs to capture and catalog the technical metadata of the data asset. Second, the data producer needs to consolidate the data asset’s metadata in the business catalog and enrich it with business metadata.

Metadata 107

Metadata Data Lake Data Processing Data-driven 107

AWS Big Data

SEPTEMBER 7, 2023

These logs can track activity, such as data access patterns, lifecycle and management activity, and security events. AWS Glue Data Catalog stores information as metadata tables, where each table specifies a single data store. Running the crawler on a schedule updates AWS Glue Data Catalog with new partitions and metadata.

Metadata 116

Metadata Dashboards Metrics Visualization 116

Cloudera

OCTOBER 7, 2021

Data and Metadata: Data inputs and data outputs produced based on the application logic. Also included, business and technical metadata, related to both data inputs / data outputs, that enable data discovery and achieving cross-organizational consensus on the definitions of data assets.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

AWS Big Data

MAY 10, 2023

Additionally, shard redistribution during failure events causes increased resource utilization, leading to increased latencies and overloaded nodes, further impacting availability and effectively defeating the purpose of fault-tolerant, multi-AZ clusters. This event is referred to as a zonal failover.

Snapshot 119

Snapshot Metadata Testing Management 119

AWS Big Data

OCTOBER 16, 2023

client('kinesis', region_name='ap-southeast-2') def lambda_handler(event, context): try: response = client.put_record( StreamName='test', Data=b'Sample 1 MB.', The following is sample code for reference: import json import base64 import json def lambda_handler(event, context): item = None decoded_record_data = [base64.b64decode(record['kinesis']['data']).decode().replace('n','')

Cost-Benefit 126

Cost-Benefit Testing Optimization Strategy 126

AWS Big Data

JUNE 5, 2023

If you also needed to preserve the history of DAG runs, you had to take a backup of your metadata database and then restore that backup on the newly created environment. Amazon MWAA manages the entire upgrade process, from provisioning new Apache Airflow versions to upgrading the metadata database. or v2.0.2, and higher environment.

Snapshot 98

Snapshot Metadata Testing Data-driven 98

AWS Big Data

SEPTEMBER 13, 2023

The company wanted the ability to continue processing operational data in the secondary Region in the rare event of primary Region failure. Finally, by testing the framework, we summarize how it meets the aforementioned requirements. The event rule forwards the object event notifications to the SQS queue as messages.

Data Lake 111

Data Lake Data Processing Metadata Snapshot 111

datapine

SEPTEMBER 29, 2022

It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. Also known as data validation, integrity refers to the structural testing of data to ensure that the data complies with procedures. Your Chance: Want to test a professional analytics software?

Data Quality 241

Data Quality Metrics Data-driven Management 241

Cloudera

DECEMBER 9, 2022

After all, it’s very likely that you are developing your flow against test systems but in production it needs to run against production systems, meaning that your source and destination connection configuration has to be adjusted. To meet this need we’ve introduced a new concept called test sessions with the DataFlow Designer. .

Testing 100

Testing Cost-Benefit Interactive Visualization 100

AWS Big Data

MAY 24, 2024

If it’s a restart of an existing job, it’s read from last record metadata checkpoint from storage (for this post, DynamoDB) and ignores kinesis.startingPosition. At the end of each task, the corresponding executor process saves the metadata (checkpoint) about the last record read for each shard in the offset storage (for this post, DynamoDB).

Metadata 119

Metadata Interactive Business Objectives Management 119

AWS Big Data

JULY 24, 2024

It will cover how you can get started with building a truly composable CDP with Amazon Redshift—from the solution architecture to setting up and testing the connector. Event tables: Fact or log-like tables contain events or actions your customers take. The primary key is typically a user_id and timestamp.

Data Warehouse 126

Data Warehouse Cost-Benefit Marketing Testing 126

AWS Big Data

JUNE 2, 2023

This JSON file contains the migration metadata, namely the following: A list of Google BigQuery projects and datasets. The state machine iterates on the metadata from this DynamoDB table to run the table migration in parallel, based on the maximum number of migration jobs without incurring limits or quotas on Google BigQuery.

Metadata 135

Metadata Data Warehouse Big Data Analytics 135

AWS Big Data

JUNE 5, 2024

By querying across OpenSearch Service and S3 datasets, you can evaluate multiple data sources to perform forensic analysis of operational and security events. Many customers currently use Amazon S3 to store event data for their solutions. Solution overview Let’s take a test drive using VPC Flow Logs as your source!

Data Lake 121

Data Lake Dashboards Cost-Benefit Visualization 121