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This is an offshoot project of open source data quality (osDQ) project https://sourceforge.net/projects/dataquality/ This sub project will create apache spark based data pipeline where JSON based metadata (file) will be used to run data processing , data pipeline , data quality and data preparation and data modeling features for big data. This uses java API of apache spark. It can run in local mode also. Get json example at https://github.com/arrahtech/osdq-spark How to run Unzip the zip file Windows : java -cp .\lib\*;osdq-spark-0.0.1.jar org.arrah.framework.spark.run.TransformRunner -c .\example\samplerun.json Mac UNIX java -cp ./lib/*:./osdq-spark-0.0.1.jar org.arrah.framework.spark.run.TransformRunner -c ./example/samplerun.json For those on windows, you need to have hadoop distribtion unzipped on local drive and HADOOP_HOME set. ...

Bias is a cross-platform versatile information management application / Organizer

...https://www.atgclabs.com/products/li The Lab Inventory System is an innovative, easy to learn full-featured solution for research laboratories. You can quickly and easily upload your existing Excel based inventory and get started in minutes, manage laboratory inventory, place orders and keep track of them in one place. Lab Inventory can provide you with the advanced functionality you require enabling you to regain control of your stuff. Running a laboratory is challenging, and knowing what you have in stock and who has it is extremely important to reduce costs and increase productivity, make things run efficiently. ...

...Only authorized users with valid keys can read them. Encryption keys always stay on client machines. Vaultier is not an online service where all clients and users share the same database. What you always get is a standalone installation with your own database. Vaultier offers you a free opensource Community version and paid Enterprise edition which comes with more features and services in three subscription plans.

This project is focus on manufacturing online SPC (Statistical Process Control) system. QA Inspector will online update the sampling dimension data into database. Statistician will get all the quality status from this program.