HealthcareMetadata

R is one of the most popular open source statistical computing and graphical software. It can work with various data sources from comma separated files to web contents referred by URLs to relational databases to NoSQL (e.g. MongoDB or Cassandra) and Hadoop.

Sentry Open Source, Fine-Grained Access Control for your Enterprise Data Hub Apache Sentry (incubating) is the next step in enterprise-grade big data security and delivers fine-grained authorization to data stored in Apache Hadoop

Improved Regulatory Compliance – Business teams can leverage the power of Hadoop while aligning with regulatory mandates like HIPAA, SOX, and PCI.

Role-Based Administration – Database administrators can unlock key role-based access control (RBAC) requirements and define what users and applications can do with data within a server, database, table, or view.

You can use the MSTest.exe program to run automated tests in a test assembly from a command line. You can also view the test results from these test runs, save the results to disk, and save your results to Team Foundation Server.You can also use tcm.exe to run test cases with associated automation from the command line using a test environment.

Visual Studio Editions' Support for SQL Server Unit Tests The SQL Server unit tests feature, which was added in the December 2012 update of SQL Server Data Tools, allows you to create, modify, and run SQL Server unit tests in Visual Studio 2010 Professional and Visual Studio 2012 Professional and higher editions.

If you want to do test-driven development for databases, SQL Test is the place to start. It lets you write database unit tests in T-SQL and run them in SQL Server Management Studio.

nose provides an alternate test discovery and running process for unittest,

We can collect the data when we run tests through Hudson, but that doesn’t make the output much more readable, doesn’t capture metadata (such as which environment configuration the tests ran against) and doesn’t even give useful historic snapshot data, as the jobs run different suites of tests based on parameters.

Sentry is a highly modular system for providing fine grained role based authorization to both data and metadata stored on an Apache Hadoop cluster.

-- Patient Portal achieves 2014 Edition Certifications. -- Supports health systems to meet stage 1 and stage 2 Meaningful Use requirements. -- Designed to go beyond Meaningful Use to engage patients under accountable care.