MICE Analysis Code Makeover Chris Rogers 14th September 2004

Analysis Code updates Highlights: Common interface with reconstruction and simulation output for future development Statistical Weighting for events Emittance Calculations in trace space, phase space User interface via rubbish text file Tested

Class Diagram

Interface AnalysisPlane.hh, AnaEvent.hh Some dodgy hacks atm Talks to Rec.out and Sim.out - should be VirtualRec.dat Tell AnalysisPlane what sort of plane you want in constructor. AnalysisPlane goes and gets the data, stores in a vector of AnaEvents Then use GetEventKinematics(eventNumber) to access data. Too slow in big files

Weighting 1 Weights stored in class TrackStore –TrackStore is used for all AnalysisPlanes Weights set by class virtual class Weight –Two children, Distribution and Cut do the real work –Weight talks to AnalysisPlane, TrackStore

Weighting 2 Cut applies a statistical weight of 1 or 0 –Cut based on criteria such as does the event exist? Does the event have a pos./mom. outside a certain range Distribution attempts to impose a Gaussian probability distn at some plane –So tells certain particles they are worth more than others –Builds a 6D histogram and then applies weights based on the bin weights

Emittance Calculation Works as before Updated to use AnalysisPlanes

User Interface Dodgy hack Don’t expect to keep it beyond the design iteration Implemented directly in main() Use file “AnalysisParams.dat” - enter the cut(s) and distribution(s) you want to apply, then plane(s) you want to calculate over, then specify what numbers you want to calculate

Future development - wish list Open to further suggestions: 2. Weight can call on variable sigma and mean. 3. Error handling; Serious reinforcement of code - use unsigned int in NDHist, etc 4. Check against code guidelines + fix. How do I do Doxygen comments? 5. Distribution gives a normalised distribution, normalised against Sum(weights) before Dist acts. At the moment it is not normalised to anything. 6. Analysis Plane readout with Weights etc. Communications with ICOOL/ecalc9f? 7. Distribution reads in an entire 6D covariance matrix, not just variances (sigmas) 7a. Check that Distribution does actually use sigma 8. Make NDCovMatrix::getNDEmittance work more nicely 9. Examine test coverage and add new tests as required 10. Take run management away from main()? 11. Make AnalysisPlanes quicker. 12. AnaParams has Sim.out and Rec.out hard coded. This is very bad! 13. Calculate other numbers - beta functions etc. 14. Single particle emittance 15. Holzer emittance 16. EM Potential?