jfseb / data_gen_dated_events

Sample Data Generator for date events, e.g. HR Data

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Sample Data Generator for date events, e.g. HR Data

This currently generates a sparse "hired values only" data with just two dimensions User, Location, FTE and a set of aggregates and hire state toggled (on off)

  • date ranged [from,to],
  • at least one monthly record on the last day of the month if hired.
  • a record for every hire change
247;202007;202007;202007;44013;44043;1.0;0.0;0.0;31;2020-07-01;2020-07-31;"P1"   ;"NewYork"             ;1.0;1.0;1.0;31;0.5;0.5;0.5;15.5;4;3;4;30;29;30;stEOM
248;202008;202008;202008;44044;44067;0.0;0.0;0.0;31;2020-08-01;2020-08-24;"P1"   ;"NewYork"             ;1.0;0.0;0.0;24;0.5;0.0;0.0;  12;5;0;0;30;0;0;termclose-12020-08-25 HC
248;202008;202008;202008;44068;44074;1.0;0.0;0.0;31;2020-08-25;2020-08-31;"P1"   ;"Frankfurt"           ;0.0;1.0;0.0; 0;0.0;0.5;0.0;   0;0;0;0;0;0;0;stEOM

MONAG are monthly argregates, without zero

run it without arguments to get available options (nrpersons, period length)

prerequisite: nodejs (gulp, tsc may need global install, other )

git clone ...
npm install

npm run build

gulp build
gulp test
node js\index.js --nrpersons 20

alternatively:

npm run start -- --nrpersons 20 --stopRecords

or run the genSER_S.cmd to generate a set of data (3, 100, 200, 500, 1000, 2000, 10000)

Note that larger sets are a superset of the smaller sets -> Stable PRNG

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Sample Data Generator for date events, e.g. HR Data


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