icecube / flarestack
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LAST BUILD ON BRANCH master
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coverage: 72.874% (-0.5%) from 73.327%
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Use King function for Northern Tracks PSF (#444)

* Use astropy Tables for data everywhere

* Load npz file if present

* Improve cache coherence in NTSeason.simulate_background

Cuts time in Injector.create_dataset() from ~1500 ms to ~600 ms

* CircularGaussian: do not attempt to modify data in-place

* Blacken/isorten following #415

* Use Table for EffectiveAreaInjector

* Annotate factory functions

* Avoid modifying columns in place

* Use instance variables in NorthernTracksKDE

* Normalize KDE PDF to region of interest

* Speed up TableInjector

by a factor ~2 when drawing ~175 events from 11.5e6 MC events across 1000 sources

* Speed up StaticFloor

numpy broadcasting is much faster than a list comprehension

* Cache effective injection time for steady sources

There's no point in calculating this tens of thousands of times, since it's independent of the source for a steady time pdf

* Remove upper bound on n_s

* Squeeze the last bits of fluff out of StdMatrixKDEEnabledLLH.get_spatially_coincident_indices

Unexpected bottlenecks:
- Repeatedly slicing into astropy Tables (overhead from copying units)
- Temporary arrays in ra_dist and angular_distance

* Evaluate SoB for different gammas lazily

Keys appear as before, but values are only evaluated when accessed. Speeds up initialization when gamma is not being fitted.

* Use less accurate (but much faster) angular distance calculation in NorthernTracksKDE

* Annotate PDF factory functions

* HACK: allow StdMatrixKDEEnabledLLH to use CircularGaussian pdf

* Revert "Annotate PDF factory functions"

This reverts commit 9afa53e13.

* Normalize gaussian PDF

* WIP: King function PSF

* chore: annotate BaseInjector

* Allow Season to simulate background only in the source box

* Evaluate energy SoB lazily

* Add log of King PDF

* Add an option to disable energy S/B interpolation

The 2nd-order spline interpolation does not necessarily reflect the normalization of the u... (continued)

4508 of 6186 relevant lines covered (72.87%)

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Source Files on master

Recent builds

Builds Branch Commit Type Ran Committer Via Coverage
17495033778 master Use King function for Northern Tracks PSF (#444) * Use astropy Tables for data everywhere * Load npz file if present * Improve cache coherence in NTSeason.simulate_background Cuts time in Injector.create_dataset() from ~1500 ms to ~600 ms * C... push web-flow github
72.87
17489836599 master Run CI against master branch (#445) * Run CI against master branch * Ensure that discovery_flux has an entry for every zval, even when the fit fails. Fixes a KeyError exposed by 06cc43b5e. * Cosmetic: actually exp... push web-flow github
73.33
16319960612 master in minimizer run_trial_fixed_gamma(), assign fitted ns (and gamma) in else statement when minimizer converges successfully push sathanas31 github
73.52
16318211251 master change condition when band masks creation is needed before submitting trials, see #307. Only necessary for when low_memory_injector is used, change to that instead of mh name push sathanas31 github
73.37
16316525002 master Run trials for fixed gamma (#425) * implement fixed gamma trials. Add "fix_gamma" key in mh_dict and set llh gamma. Change llh_f() args to accommodate for fixing gamma in minimization step, change bounds and seed only for ns and fix the gamma w... push web-flow github
73.44
15276806745 master Improve ResultsHandler (#430) Allow `ResultsHandler` to compute discovery fluxes for arbitrary values of significance (typically, 3 and 5 sigma). In addition, `ResultsHandler` no longer requires a "scale" keyword in the input dictionary (previou... push web-flow github
74.02
13437160630 master Update lint (#415) * lintify: new black, add isort, pre-commit * Apply to local dir * Add isort * blackify --------- Co-authored-by: JannisNe <necker@physik.hu-berlin.de> push web-flow github
74.08
13386792866 master HTCondorSubmitter changes for WIPAC (#420) * changes in condor submitter: 1. submit file savepath in flarestack_scratch for both DESY & WIPAC hosts 2. add make_dir arg in get_outfile_path() 3. when making submit file, if running on WIPAC set... push web-flow github
74.09
13216591203 master bump version to 2.4.10 push JannisNe github
74.08
13216084554 master Minor bug fixes (#418) * change if statement about static cases from "and" to "or" in add_angular_error_modifier * Bug fix: call load_background_model season method when initializing MockUnblindedInjector to avoid RuntimeError when simulate_ba... push web-flow github
74.01
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