AWS Big Data

OCTOBER 30, 2024

format(dbname, table_name)) except Exception as ex: print(ex) failed_table = {"table_name": table_name, "Reason": ex} unprocessed_tables.append(failed_table) def get_table_key(host, port, username, password, dbname): jdbc_url = "jdbc:sqlserver://{0}:{1};databaseName={2}".format(host, To start the job, choose Run. format(dbname)).config("spark.sql.catalog.glue_catalog.catalog-impl",

Data Lake 95

Data Lake Data Processing Optimization Machine Learning 95

AWS Big Data

SEPTEMBER 26, 2024

Organizations are collecting and storing vast amounts of structured and unstructured data like reports, whitepapers, and research documents. End-users often struggle to find relevant information buried within extensive documents housed in data lakes, leading to inefficiencies and missed opportunities.

Data Lake 92

Data Lake Cost-Benefit Unstructured Data Modeling 92

AWS Big Data

FEBRUARY 7, 2024

Create an Amazon Route 53 public hosted zone such as mydomain.com to be used for routing internet traffic to your domain. For instructions, refer to Creating a public hosted zone. Request an AWS Certificate Manager (ACM) public certificate for the hosted zone. hosted_zone_id – The Route 53 public hosted zone ID.

Dashboards 88

Dashboards Data Processing Metadata Consulting 88

AWS Big Data

MARCH 19, 2024

These traditional lexical search algorithms match user queries with exact words or phrases in your documents. After the scores are all on the same scale, they’re combined for every document. Reorder the documents based on the new combined score and render the documents as a response to the query.

Data Processing 75

Data Processing Modeling Machine Learning Metadata 75

AWS Big Data

JUNE 18, 2024

To enable multimodal search across text, images, and combinations of the two, you generate embeddings for both text-based image metadata and the image itself. Text embeddings capture document semantics, while image embeddings capture visual attributes that help you build rich image search applications.

Dashboards 100

Dashboards Metadata Modeling Visualization 100

Ontotext

JULY 12, 2024

This enables our customers to work with a rich, user-friendly toolset to manage a graph composed of billions of edges hosted in data centers around the world. The bundle focuses on tagging documents from a single data source and makes it easy for customers to build smart applications or support existing systems and processes.

Enterprise 59

Enterprise Cost-Benefit Metadata Data Integration 59

AWS Big Data

JANUARY 10, 2024

During the query phase of a search request, the coordinator determines the shards to be queried and sends a request to the data node hosting the shard copy. The query is run locally on each shard and matched documents are returned to the coordinator node.

Metadata 103

Metadata Broadcasting Data Processing Modeling 103

AWS Big Data

JANUARY 9, 2024

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word.

Visualization 99

Visualization Cost-Benefit Modeling Machine Learning 99

IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. Efficient cloud migrations McKinsey predicts that $8 out of every $10 for IT hosting will go toward the cloud by 2024. With data lineage, every object in the migrated system is mapped and dependencies are documented.

Cost-Benefit 90

Cost-Benefit Metadata Data Governance Reporting 90

AWS Big Data

AUGUST 6, 2024

At a high level, the core of Langley’s architecture is based on a set of Amazon Simple Queue Service (Amazon SQS) queues and AWS Lambda functions, and a dedicated RDS database to store ETL job data and metadata. Web UI Amazon MWAA comes with a managed web server that hosts the Airflow UI. For example, mw1.small

Cost-Benefit 96

Cost-Benefit Metadata Snapshot Metrics 96

IBM Big Data Hub

APRIL 1, 2024

GitOps for repo data Backstage allows developers and teams to express the metadata about their projects from yaml files. This automation of updating documentation and advertising gives time back to the developers. Hosting an API proxy in Backstage will solve these issues for you, letting you focus more on development.

Software 71

Software Advertising Data Processing Metadata 71

Cloudera

FEBRUARY 17, 2022

Before proceeding with the upgrade, review the CDP Private Cloud Base prerequisites as specified in the documentation. Finally we also recommend that you take a full backup of your cluster configurations, metadata, other supporting details, and backend databases. The end-to-end process is relatively straightforward and well documented.

Testing 99

Testing Data Processing Metadata Management 99

CIO Business Intelligence

MARCH 6, 2024

SAP announced today a host of new AI copilot and AI governance features for SAP Datasphere and SAP Analytics Cloud (SAC). We have cataloging inside Datasphere: It allows you to catalog, manage metadata, all the SAP data assets we’re seeing,” said JG Chirapurath, chief marketing and solutions officer for SAP. “We

Unstructured Data 108

Unstructured Data Dashboards Business Intelligence Data Governance 108

IBM Big Data Hub

JANUARY 9, 2024

Data ingestion must be done properly from the start, as mishandling it can lead to a host of new issues. 4 key components to ensure reliable data ingestion Data quality and governance: Data quality means ensuring the security of data sources, maintaining holistic data and providing clear metadata.

Enterprise 71

Enterprise Data Integration Data Quality Contextual Data 71

AWS Big Data

AUGUST 26, 2024

To follow along with this post, you should have the following prerequisites: Three AWS accounts as follows: Source account: Hosts the source Amazon RDS for PostgreSQL database. Crawlers explore data stores and auto-generate metadata to populate the Data Catalog, registering discovered tables in the Data Catalog.

Visualization 100

Visualization Metadata Data Transformation Testing 100

Octopai

AUGUST 30, 2020

Manually add objects and or links to represent metadata that wasn’t included in the extraction and document descriptions for user visualization. Download upper and column-to-column lineage to Excel/CSV in order to document, verify development and change requests. We call this feature: Expand. Column-to-column lineage.

OLAP 84

OLAP Metadata Visualization Data Processing 84

AWS Big Data

MAY 31, 2024

In this post, you use common methods for searching documents in OpenSearch Service that improve the search experience, such as request body searches using domain-specific language (DSL) for queries. The Lambda function queries OpenSearch Serverless and returns the metadata for the search. The user signs in with their credentials.

Metadata 110

Metadata Management Data-driven Testing 110

AWS Big Data

FEBRUARY 1, 2024

The Common Crawl corpus contains petabytes of data, regularly collected since 2008, and contains raw webpage data, metadata extracts, and text extracts. Common Crawl data The Common Crawl raw dataset includes three types of data files: raw webpage data (WARC), metadata (WAT), and text extraction (WET).

Metadata 104

Metadata Modeling Data Processing Unstructured Data 104

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 95

Data Governance Metadata Enterprise Data Processing 95

AWS Big Data

AUGUST 3, 2023

This feature lets users query AWS Glue databases and tables in one Region from another Region using resource links, without copying the metadata in the Data Catalog or the data in Amazon Simple Storage Service (Amazon S3). See the API documentation for GetTable() and GetDatabase( ) for additional details.

Data Lake 86

Data Lake Metadata Management Data Processing 86

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. CDP is particularly sensitive to host name resolution, therefore it’s vital that the DNS servers have been properly configured and hostnames are fully qualified.

Data Processing 101

Data Processing Metadata Testing Management 101

erwin

AUGUST 28, 2020

A greater ability to respond to compliance audits: Take the pain out of preparing reports and respond more quickly to audits with better documentation of data lineage. These include data catalog , data literacy and a host of built-in automation capabilities that take the pain out of data preparation.

Data Governance 145

Data Governance IT Cost-Benefit Metadata 145

AWS Big Data

JUNE 13, 2023

Download the SAML metadata file. In the navigation pane under Clients , import the SAML metadata file. Insert your specific host domain name where the Keycloak application resides in the following URL: [link] /realms/aws-realm/protocol/saml/descriptor. Download the Keycloak IdP SAML metadata file from that URL location.

Metadata 52

Metadata Dashboards Business Intelligence Data Lake 52

erwin

APRIL 2, 2021

Protecting what traditionally has been considered personally identifiable information (PII) — people’s names, addresses, government identification numbers and so forth — that a business collects, and hosts is just the beginning of GDPR mandates.

Data Governance 106

Data Governance Cost-Benefit Risk Metadata 106

Cloudera

SEPTEMBER 29, 2022

Instead of having a central team that manages all the data for a company, the thinking is that the responsibility of generating, curating, documenting, updating, and managing data should be distributed across the company based on whichever team is best suited to produce and own that data. Data mesh conceptual hierarchy. Miro: [link].

Data Architecture 73

Data Architecture Data Warehouse Metadata Sales 73

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. These processes could include reports, campaigns, or financial documentation. Accuracy should be measured through source documentation (i.e., 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Cloudera

JUNE 25, 2021

The Replication Manager support matrix is documented in our public docs. While using CDH on-premises cluster or CDP Private Cloud Base cluster, make sure that the following ports are open and accessible on the source hosts to allow communication between the source on-premise cluster and CDP Data Lake cluster.

Data Lake 73

Data Lake Metadata Unstructured Data Management 73

AWS Big Data

OCTOBER 23, 2024

HBase can run on Hadoop Distributed File System (HDFS) or Amazon Simple Storage Service (Amazon S3) , and can host very large tables with billions of rows and millions of columns. hbase-site hbase.rs.prefetchblocksonopen TRUE Whether the server should asynchronously load all the blocks when a store file is opened (data, metadata, and index).

Snapshot 96

Snapshot Recreation/Entertainment Testing Data Processing 96

IBM Big Data Hub

APRIL 11, 2024

We recommend that these hackathons be extended in scope to address the challenges of AI governance, through these steps: Step 1: Three months before the pilots are presented, have a candidate governance leader host a keynote on AI ethics to hackathon participants. We find that most are disincentivized because they have quotas to meet.

Risk 74

Risk Consulting Data Processing Modeling 74

Cloudera

APRIL 23, 2021

To prevent the management of these keys (which can run in the millions) from becoming a performance bottleneck, the encryption key itself is stored in the file metadata. Encryption & Decryption Flow: The way HDFS encrypts data is explained very well in Cloudera documentation and many articles. Check entropy using the command : . $

Data Processing 73

Data Processing Metadata Testing Management 73

Cloudera

JANUARY 19, 2024

Please refer to the product documentation for more information about specific releases. Supported AI models and services The SQL AI Assistant is not bundled with a specific LLM; instead it supports various LLMs and hosting services. or higher on the public cloud. Both Hive and Impala dialects are supported.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

Domino Data Lab

OCTOBER 1, 2020

Additionally, Okera connects to a company’s existing technical and business metadata catalogs (such as Collibra), making it easy for data scientists to discover, access and utilize new, approved sources of information. For the compliance team, the combination of Okera and Domino Data Lab is extremely powerful.

Enterprise 105

Enterprise Metadata Cost-Benefit Data Processing 105

AWS Big Data

JULY 26, 2023

This enables you to process a user’s query to find the closest vectors and combine them with additional metadata without relying on external data sources or additional application code to integrate the results. You can choose to host your collection on a public endpoint or within a VPC. The vector index supports up to 1,000 fields.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

AWS Big Data

JUNE 27, 2024

To develop your disaster recovery plan, you should complete the following tasks: Define your recovery objectives for downtime and data loss (RTO and RPO) for data and metadata. Document the entire disaster recovery process. Choose your hosted zone. On the Route 53 console, choose Hosted zones in the navigation pane.

Snapshot 75

Snapshot Data Warehouse Data Processing Strategy 75

AWS Big Data

MAY 2, 2023

The workflow steps are as follows: The producer DAG makes an API call to a publicly hosted API to retrieve data. For detailed release documentation with sample code, visit the Apache Airflow v2.4.0 How dynamic task mapping works Let’s see an example using the reference code available in the Airflow documentation. Release Notes.

Testing 106

Testing Experimentation Management Metadata 106

Cloudera

JANUARY 21, 2022

System metadata is reviewed and updated regularly. For the purposes of this document we are going to focus on the most secure level 3 security. Similarly, Cloudera Manager Auto TLS enables per host certificates to be generated and signed by established certificate authorities. Sensitive data is encrypted.

Data Processing 110

Data Processing Management Finance Cost-Benefit 110

Alation

FEBRUARY 20, 2020

Our approach was contrasted with the traditional manual wiki of notes and documentation and labeled as a modern data catalog. What the mapping is of technical metadata to business descriptions. Alation Connect synchronizes metadata, sample data, and query logs into the Alation Data Catalog. How recently the data was used.

Metadata 52

Metadata Enterprise Data Processing Data Architecture 52