Merge branch 'master' into 'master'

Add a dataset and its generating script for RICH PID test

See merge request !4

rich_pid.py

+from pyHepMC3 import HepMC3 as hm
+import numpy as np
+import argparse
+
+
+PARTICLES = [
+#    (111, 0.134.9766),      # pi0
+    (211, 0.13957018),      # pi+
+#    (-211, 0.13957018),     # pi-
+#    (311, 0.497648),        # K0
+    (321, 0.493677),        # K+
+#    (-321, 0.493677),       # K-
+    (2212, 0.938272),       # proton
+#    (2112, 0.939565),       # neutron
+#    (11, 0.51099895e-3),    # electron
+#    (-11, 0.51099895e-3),   # positron
+]
+
+
+# p in GeV, angle in degree, vertex in mm
+def gen_event(prange=(8, 100), arange=(0, 20)):
+    evt = hm.GenEvent()
+    pid, mass = PARTICLES[np.random.randint(len(PARTICLES))]
+
+    # final state
+    state = 1
+
+    # momentum, angles, energy
+    p = np.random.uniform(*prange)
+    theta = np.random.uniform(*arange)*np.pi/180.
+    phi = np.random.uniform(0., 2.*np.pi)
+    e0 = np.sqrt(p*p + mass*mass)
+
+    px = np.cos(phi)*np.sin(theta)
+    py = np.sin(phi)*np.sin(theta)
+    pz = np.cos(theta)
+
+    part = hm.GenParticle(hm.FourVector(px*p, py*p, pz*p, e0), pid, state)
+    # evt.add_particle(part)
+    vert = hm.GenVertex()
+    vert.add_particle_out(part)
+    evt.add_vertex(vert)
+    return evt
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser('RICH dataset generator')
+
+    parser.add_argument('output', help='path to the output file')
+    parser.add_argument('-n', type=int, default=1000, dest='nev', help='number of events to generate')
+    parser.add_argument('--pmin', type=float, default=8.0, dest='pmin', help='minimum momentum in GeV')
+    parser.add_argument('--pmax', type=float, default=100.0, dest='pmax', help='maximum momentum in GeV')
+    parser.add_argument('--angmin', type=float, default=0.0, dest='angmin', help='minimum angle in degree')
+    parser.add_argument('--angmax', type=float, default=20.0, dest='angmax', help='maximum angle in degree')
+
+    args = parser.parse_args()
+
+    output = hm.WriterAscii(args.output);
+    if output.failed():
+        print("Cannot open file \"{}\"".format(args.output))
+        sys.exit(2)
+
+    count = 0
+    while count < args.nev:
+        if (count % 1000 == 0):
+            print("Generated {} events".format(count), end='\r')
+        evt = gen_event((args.pmin, args.pmax), (args.angmin, args.angmax))
+        output.write_event(evt)
+        evt.clear()
+        count += 1
+
+    print("Generated {} events".format(args.nev))
+    output.close()
+