Data Visualization

Your data is accumulating at an astonishing rate. You need to summarize the data from one or several sources to become actionable.

Your data is spread out in different location and bringing it together to make a decision is a project in itself. We leverage PowerBI and ETL tools to aggregate your data into one location and then generate dashboards so business level decisions can be made.

We published a solution available in the Microsoft partner showcase. The solution focuses on understanding the health of the code in QUBO algorithm We run a sanity test on each check-in and then a more comprehensive test suite each night there was a check-in. The reporting provided Azure DevOps Analytics for build / tests provided was not enough to evaluate the algorithm performance, so we augmented the information from the tests and created this report. information from a test runner point of view.

You can see more details at the Microsoft Partner Solution Page.

What questions are answered?
  • What is the health of the tests for each pipeline ?
  • For each test, how long did the algorithm take to run ?
  • What is the trend for each test run ?
  • Did the algorithm find the correct answer for this test ?
  • If a test failed, was it because of a incorrect result or from maximum time allowed for the test ?
  • What is the history for a specific test (using Q&A) ?
  • When did the last test suite fail (using Q&A) ?
How was this implemented?
Each test is an execution of an algorithm with a given testset. The custom data captured is the input to the algorithm, amount of time the algorithm is allowed to run, actual run time for the algorithm, and the result provided by the algorithm. This custom data is written an Azure Blob in .csv format. An Azure Pipeline then pushes the test run information (.trx) into to an Azure blob. The files in the Azure Blob are organized by the build id and the name of the pipeline. Finally, the .pbix on each refresh reads the files in the Azure Blob into a semantic model and the updates the reports and dashboards.

Subscribe to our mailing list!