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from ImgAlgos.PyAlgos import PyAlgos from psana import * ds = DataSource('exp=xcs06016:run=37:smd') det = Detector('epix_2') alg = PyAlgos() alg.set_peak_selection_pars(npix_min=1, npix_max=9, amax_thr=0, atot_thr=35, son_min=0) centroids = [] for nevent, evt in enumerate(ds.events()): if nevent == 25: break nda = det.calib(evt) peaks = alg.peak_finder_v1(nda, thr_low=10, thr_high=30, radius=1, dr=0) for p in peaks: centroids.append([p[6], p[7]]) centroids = np.array(centroids) # This should only be run once to save run-dependent calibration constants calib = CentroidSmootherCalib() calib.add(centroids) rNumBeginrunNumBegin = 0 # There is also an optional runNumEnd parameter calib.save(ds, det, rNumBegin) # There is also an optional rNumEndrunNumBegin) # This loads the run-dependent calibration constants for run number evt.run() cs = CentroidSmoother(ds, det, evt.run()) smoothCents = cs.getSmoothedCentroids(centroids) |
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