2020-12-08 DM - Analytic Models and Code Efficiency

Date

08 Dec 2020

Time	Item	Who
10min	Introductions	Maryna
60 mins	Analytic Models	Mandy
40mins	Code efficiencies	Maryna
10 mins	Wrap-up	Maryna

0265 Analytics Assets
0280 Software Development Assets
0281 Software module is collection of components that make up software
0282 Release software component
- source component relationship to asset
0285 Analytics Development Assets
- AnalyticsModel (managedModel)
- AnalyticsProject related to 0130 Projects
- AnalyticsModelExperiment (modelProject)
- ChampionRole in AnalyticsModuleExperiment
0525 Analytic variables
- variables onto process
- variables related to AnalyticModel
Update model from Mandy Chessell and send out for review.

Ljupcho Palashevski & Chris Grote (Deactivated) optimal way of asset/scanner pattern.
Access services do initial load? still optimal?
context needed in load use cases.
caching to manage state/information in OMAS.
creative ways to solve the paging problem?
- knowing when you have the last piece vs return same multiple times.
doing this at the enterprise services level.
- more knowledge than the OMAS has.
- index would be at that level.
Needs more discussion/steps for reducing duplicate when/if possible.
Asset lineage optimizations maybe in short term?
How often do we do slow initial-load, but how often down the time line?
Banking example: for 2500 cols, get table, schema, db, etc. 2500 times as example.
- can we change that to make 1 call for table, schema, db instead of 2500
40 hours to build full lineage picture on initial, then add in processes non-optimal becoming a bigger issues.
- optimize on sub-set of technical assets.
Keep topics live!
Let's build initial, and tackle maybe in Jan 2021 optimizations for this from Maryna.Strelchuk@ing.com