Test Data
Abstract: This article demonstrates how to synthesize realistic data to populate a full database schema with referential integrity in one operation via the IRI RowGen New Set File and New Database Test Data Job wizards in IRI Workbench. Read More
ETL
Data flowing through application development, machine learning, and analytic pipelines must address several needs common to all three, including:
Realism, to reflect production data characteristics and application test requirements; Compliance, with business and data privacy rules, plus DB and analytic models; Availability, or security, of the data (depending on your perspective); and, Auditability, for lineage and accountability. Read More
Test Data
In this article we will discuss how HL7 and X12 messages are structured, and demonstrate how to use the IRI RowGen test data generation software package to generate realistic messages in those (primarily healthcare-related) EDI file formats. Read More
Data Masking/Protection
IRI DarkShield has always had the ability to search through and mask Personally Identifiable Information (PII) and other sensitive data in unstructured sources like PDF documents and image files. Read More
Data Masking/Protection
This is the third addition to our 4-article DevOps pipeline series. Here are the links to related DevOps articles for Jenkins, GitLab and AWS CodePipeline. Read More
Data Transformation
IRI’s data management tools share a familiar and self-documenting metadata language called SortCL. All these tools — including CoSort, FieldShield, NextForm, and RowGen — require data definition file (DDF) layouts with /FIELD specifications for each data source so the data is mapped to the metadata. Read More
IRI Workbench
As of CoSort Version 10.5, the IRI Workbench IDE includes a Data Vault Generator wizard to help IRI Voracity platform users migrate a relational database model to a Data Vault 2.0 (DV) architecture. Read More
Data Masking/Protection
This article demonstrates how to synthesize and write data to CSV, JSON, and XML files, plus an Oracle table all at once via the IRI RowGen New Test Data Job wizard in IRI Workbench. Read More
Data Masking/Protection
SortCL, the IRI language of structured data definition and manipulation, has long had the ability to draw replacement values from external set files containing two or more columns of values. Read More
Business Intelligence (BI)
This is the final article of 5 articles regarding ASN.1 support in SortCL and IRI Workbench. To begin reading from the first article in the series, click here. Read More