AWS Big Data

OCTOBER 5, 2023

The objective is not only to ensure sufficient resources be consistently available to production workloads and critical teams, but also to prevent adhoc jobs from using all the resources and delaying other critical workloads due to mis-configured or non-optimized code. For instance, if your production Spark jobs run on Amazon EMR 6.9.0

Big Data 59

Big Data Cost-Benefit Testing Metrics 59

AWS Big Data

NOVEMBER 6, 2023

You can attach an EMR Studio Workspace to an EMR cluster, and use the compute power of the EMR cluster and run data science jobs on the cluster. The jobs on the EMR cluster will use this runtime role to access AWS resources. EMR Studio Workspaces in the data consumer account use runtime roles when running jobs on an EMR cluster.

Data Lake 92

Data Lake Sales Management Testing 92

AWS Big Data

MAY 25, 2023

To gain these insights, customers often perform ETL (extract, transform, and load) jobs from their source systems and output an enriched dataset. This team is allowed to create AWS Glue for Spark jobs in development, test, and production environments. These jobs can be either G.1X, Worker Type DPUs vCPUs Memory (GB) Disk (GB) G.1X

Reporting 68

Reporting Metrics Optimization Data Lake 68

AWS Big Data

JANUARY 18, 2024

We also added support for Lake Formation fine-grained access controls while running Apache Hive jobs on Amazon EMR on EC2 and on Amazon EMR Studio. Tag-based access control removes the need to update your policies every time a new resource is added to the data lake. LF-Tag democratization! Connecté les points!

Data Lake 88

Data Lake Metadata Data Governance Statistics 88

AWS Big Data

SEPTEMBER 29, 2023

Create an AWS Identity and Access Management (IAM) role for your ETL job or notebook as instructed in Set up IAM permissions for AWS Glue Studio. Process and transform XML data into a format (like Parquet) suitable for Athena using an AWS Glue extract, transform, and load (ETL) job. Under Create job , select Visual with a blank canvas.

Metadata 65

Metadata Visualization Data-driven Optimization 65

CIO Business Intelligence

SEPTEMBER 29, 2023

Analyzing the hiring behaviors of companies on its platform, freelance work marketplace Upwork has AI to be the fastest growing category for 2023, noting that posts for generative AI jobs increased more than 1000% in Q2 2023 compared to the end of 2022, and that related searches for AI saw a more than 1500% increase during the same time.

Deep Learning 142

Deep Learning Machine Learning Modeling Consulting 142

Jet Global

JANUARY 11, 2024

Automate Your XBRL Tagging When tagging XBRL projects, your finance team might struggle to understand the complicated taxonomy and ensure accuracy within reporting standards. Adapting to evolving regulations and staying updated with changes in tagging practices only adds to the challenge.

Finance 52

Finance Reporting Software Risk 52

Jet Global

MARCH 4, 2024

What does it mean to tag your data? Tagging your data means assigning labels or codes to your ESG information, using a standardised language and format, such as XBRL (eXtensible Business Reporting Language). The tools support XBRL tagging and other regulatory requirements, making compliance effortless and accurate.

Reporting 52

Reporting Management Cost-Benefit Enterprise 52

Domino Data Lab

JULY 1, 2021

The categories that the named entities are classified into are predefined and often contain entries like locations, organisations, job types, personal names, times and others. The tags used in the dataset follow the IOB format, which we cover in the next section. The IOB format. a noun group, a verb group etc.) The CRF model.

Modeling 111

Modeling Statistics Testing Metrics 111

AWS Big Data

JANUARY 31, 2023

The second method uses LF-Tags, where users can create and associate LF-Tags to databases and tables and grant permission to IAM principals using LF-Tag policies and expressions. With this new version, Lake Formation users can share catalog resources using LF-Tags at the AWS Organizations level.

Data Lake 80

Data Lake Data Governance Data Architecture Machine Learning 80

Cloudera

JUNE 26, 2023

Over time, using the wrong tool for the job can wreak havoc on environmental health. Related but different, CDSW can automate analytics workloads with an integrated job-pipeline scheduling system to support real-time monitoring, job history, and email alerts. Monitoring: should I use WXM or Cloudera Manager?

Testing 76

Testing Data Processing Visualization Data Science 76

AWS Big Data

APRIL 24, 2023

An AWS Glue PySpark job reads the incremental data from the S3 input bucket and performs deduplication of the records. The job then invokes Iceberg’s MERGE statements to merge the data with the target S3 bucket. Run the AWS Glue job again to process the incremental files. Choose Create job. Define Lake Formation policies.

Data Lake 79

Data Lake Data Governance Cost-Benefit Machine Learning 79

Cloudera

OCTOBER 30, 2023

Resource tagging CDP Public Cloud allows administrators to easily add tags to the Data Service and resources the platform deploys on the company’s cloud tenant. Afterward, those tags are also used to track resource usage, assign usage to cost centers/departments, and trigger automation policies.

Analytics 75

Analytics Cost-Benefit ROI Business Objectives 75

CIO Business Intelligence

FEBRUARY 6, 2024

But then you’d better freeze everything in each folder, because otherwise chasing down which version is the current version becomes a full-time job. SharePoint and its fellow DMSes solve this problem by letting users file documents into multiple folder trees through curated metadata tags. End-users have a job to do.

Unstructured Data 96

Unstructured Data Advertising Metadata Software 96

Smart Data Collective

JULY 28, 2021

While some jobs must be performed by actual humans, many can be performed just as well through algorithms, machines, and other technologies. You can achieve this by investing in RFID (radio frequency identification) tags. In effect, the small tags turn red (from green) when they’ve been dropped or heavily jolted.

Data-driven 134

Data-driven Big Data Manufacturing ROI 134

AWS Big Data

NOVEMBER 17, 2023

We use Amazon Elastic Container Registry (Amazon ECR) to store our dbt Docker images and AWS Fargate as an Amazon Elastic Container Service (Amazon ECS) task to run the job. Finally, you can run this task in Step Functions as an ECS task to schedule the jobs as required. How does the dbt framework work with Amazon Redshift?

Snapshot 89

Snapshot Data Processing Testing Data Warehouse 89

AWS Big Data

JULY 26, 2023

The following are common asks from our customers: Is it possible to develop and test AWS Glue data integration jobs on my local laptop? End-to-end development lifecycle for a data integration pipeline Today, it’s common to define not only data integration jobs but also all the data components in code.

Data Integration 71

Data Integration Snapshot Testing Visualization 71

AWS Big Data

MARCH 30, 2023

By containerizing your data processing tasks, you can simply deploy them into Amazon EKS as Kubernetes jobs and use Kubernetes to manage underlying computing compute resources. Amazon EMR on EKS , a managed Spark framework on Amazon EKS, enables you to run Spark jobs with benefits of scalability, portability, extensibility, and speed.

Data-driven 71

Data-driven Metadata Testing Management 71

CIO Business Intelligence

MAY 23, 2023

There’s no room for complacency, but unless web performance is your day job, it’s probably not obvious which recommendations are going to have the largest impact on your site. Utilize the srcset attribute in your image tags to allow browsers to choose the best image size and format based on the user’s device and connection.

IT 90

IT Testing Optimization Measurement 90

AWS Big Data

APRIL 25, 2024

This is done by invoking AWS Glue ETL jobs and writing to data objects in a Redshift Serverless cluster in Account B. Upload the AWS Glue job to Amazon S3 in Account B In Account B, create an Amazon S3 location called aws-glue-assets- - /scripts (if not present). script and upload the AWS Glue job file to the Amazon S3 location.

Metadata 72

Metadata Data Processing Management Testing 72

CIO Business Intelligence

NOVEMBER 1, 2023

Fighting fire — there’s an app for that Brigada Carcará turned to SAP to develop a dedicated platform to provide the tools they need to do their jobs with maximum efficiency — saving time, money, and, potentially, lives. With the world around them literally burning, something had to change.

Digital Transformation 118

Digital Transformation Data-driven Technology IT 118

AWS Big Data

OCTOBER 30, 2023

On invocation, the SoAL framework’s Lambda handler fetches the PySpark script from an S3 folder and submits the Spark job on Lambda. The logs for the Spark jobs are recorded in Amazon CloudWatch. The command runs a CodeBuild project that builds and pushes the Docker image with the latest tag to Amazon ECR.

Cost-Benefit 119

Cost-Benefit Enterprise Data Processing Optimization 119

AWS Big Data

MAY 3, 2023

Overview of solution The EMR CLI is an open-source tool to help improve the developer experience of developing and deploying jobs on Amazon EMR. When you’re just getting started with Apache Spark, there are a variety of options with respect to how to package, deploy, and run jobs that can be overwhelming or require deep domain expertise.

Data Processing 80

Data Processing Management Testing IT 80

AWS Big Data

SEPTEMBER 26, 2023

For our illustration, we use two personas: Data-Engineer , who has coarse grained permissions using an IAM policy and an S3 bucket policy to run an AWS Glue ETL job and Data-Analyst , whom we will onboard with fine grained Lake Formation permissions to query the database using Amazon Athena. Under Create job , select Spark script editor.

Data Lake 65

Data Lake Metadata Management Modeling 65

Ontotext

JULY 13, 2023

Knowledge graphs have greatly helped to successfully enhance business-critical enterprise applications, especially those where high performance tagging and agile data integration is needed. The customer and employee experience when using an application is key for companies to have a real impact on their processes and results.

Enterprise 52

Enterprise Metadata Digital Transformation Software 52

Ontotext

FEBRUARY 1, 2024

When our auto-categorization engine, Graphite Knowledge Studio, tags content with metadata derived from taxonomies, we also capture and store this content metadata inside the knowledge graph, thereby linking concepts to the content they describe. What do we mean by content aware knowledge graphs? a call to action for all taxonomists.

Enterprise 59

Enterprise Management Metadata Modeling 59

AWS Big Data

MARCH 10, 2023

In the following architecture diagram, Spark transformation jobs can load data from the raw zone or source, apply the cleaning and transformation logic, and ingest data in the transformed zone on Iceberg tables. They can be used instantly when you submit jobs. On the Job runs tab, choose Submit job. The update-item.py

Data Lake 100

Data Lake Sales Data Warehouse Snapshot 100

AWS Big Data

OCTOBER 4, 2023

Assess the legacy ETL process Cognizant Data & Intelligence Toolkit (CDIT): ETL Conversion Tool enables you to assess in bulk the potential automation percentage and complexity of a set of ETL jobs and workflows that are in scope for migration to AWS Glue. To learn more, please reach out to Cognizant.

Data Warehouse 59

Data Warehouse Cost-Benefit Metadata Data Lake 59

AWS Big Data

APRIL 18, 2024

Log normalizer (Spark structured stream) One of the downstream consumers of log partitioner (Splunk Ingestor is another one), the log normalizer ingests the data from Partitioned Output S3, using Amazon SNS SQS notifications, and enriches them using Salesforce custom parsers and tags. This is the silver layer of the TIP data lake.

Optimization 85

Optimization Data Lake Management Key Performance Indicator 85

Cloudera

DECEMBER 21, 2020

The data is tagged as sensitive data, e.g. “financial”, and the owner field showing “retail banking” instantly informs Shaun which organization to reach out to to ask for access. For each table, she first views the lineage, to understand which source data is entailed and takes a quick look at the classifications and tags. .

Dashboards 97

Dashboards Visualization Data Warehouse Data Lake 97

Ontotext

DECEMBER 15, 2021

A cron job is reliable and easy to set up. Get a quick answer using the graphdb tag on stack overflow. However, only gzip and zip compressions can be supported. GraphDB User Question: Does GraphDB do backups on its own? Ontotext Answer : No, you have to automate the backup. We have full and incremental backup options. What to do?

IT 98

IT 98

Insight

MAY 20, 2020

You’ll also find that if you are running a Spark job, putting data in the Hadoop Distributed File System and giving your Spark workers access to HDFS, can come in handy. See below for what properties to add the file above the ending</configuration> xml tag. pem file) and AWS credentials (secret key and access key id).

Interactive 98

Interactive Metadata Publishing IT 98

Smart Data Collective

FEBRUARY 4, 2021

Likewise, it consists of an auto-tag that will repeat all expenses, letting you differentiate between business and personal expenses. The savvy tracking tools allow you to speed tag the expenses, which means you can tag several expenses in a few taps. Unsurprisingly, your job doesn’t end after tracking the expenses.

Data Analytics 141

Data Analytics Analytics Cost-Benefit Big Data 141

AWS Big Data

JUNE 27, 2023

We used row-level security with tag-based rules in QuickSight to restrict data on a per-user basis. The data lands in an Amazon Simple Storage Service (Amazon S3) bucket, and from there AWS Glue jobs are used to transform the data and load it into another S3 bucket.

Metrics 97

Metrics Dashboards Interactive Visualization 97

Jet Global

APRIL 30, 2021

The 5,300 companies that file annual reports using International Financial Reporting Standards (IFRS) are also required to tag the consolidated financial statements in those reports with Inline eXtensible Business Reporting Language (XBRL). ESMA's ESEF: A Roadmap to iXBRL Compliance. Download Now: Click here to access resource.

Finance 98

Finance Recreation/Entertainment Reporting Software 98

AWS Big Data

JUNE 6, 2023

It already provided a connector to BigQuery that was easy to configure and the complete Glue job was nicely abstracting the underlying system infrastructure. Initialise Glue Job: Firstly, we push the glue script to S3 as the boto3 client expects it to be there for job execution. We then check if the glue job already exists.

Analytics 55

Analytics Data Lake Testing Optimization 55

DataKitchen

OCTOBER 28, 2021

ML models are being used to aid disease diagnosis like detecting cancer cells, tag photographs in social media, understand speech, identify credit card fraud, increase customer engagement with movie/TV recommendations on video streaming services and much more.

Testing 130

Testing IT Manufacturing Metrics 130