---- P -----
Evt(6,"torch","rainbow","P Op")
8ccd 943087 : TORCH BT BT SA
8bd 30954 : TORCH BR SA
8cbcd 19554 : TORCH BT BR BT SA
8cbbcd 2540 : TORCH BT BR BR BT SA
86ccd 1239 : TORCH BT BT BS SA
8cbbbcd 756 : TORCH BT BR BR BR BT SA
86d 530 : TORCH BS SA
8cbbbbcd 310 : TORCH BT BR BR BR BR BT SA
4cd 172 : TORCH BT AB
8cbbbbbcd 146 : TORCH BT BR BR BR BR BR BT SA
4ccd 135 : TORCH BT BT AB
8c6cd 132 : TORCH BT BS BT SA
bbbbbbbbcd 96 : TORCH BT BR BR BR BR BR BR BR BR
8cbbbbbbcd 76 : TORCH BT BR BR BR BR BR BR BT SA
4d 51 : TORCH AB
tot: 1000000
Evt(-6,"torch","rainbow","P G4")
8ccd 943093 : TORCH BT BT SA
8bd 31029 : TORCH BR SA
8cbcd 19431 : TORCH BT BR BT SA
8cbbcd 2601 : TORCH BT BR BR BT SA
86ccd 1212 : TORCH BT BT BS SA
8cbbbcd 757 : TORCH BT BR BR BR BT SA
86d 517 : TORCH BS SA
8cbbbbcd 316 : TORCH BT BR BR BR BR BT SA
4cd 202 : TORCH BT AB
8cbbbbbcd 144 : TORCH BT BR BR BR BR BR BT SA
8c6cd 144 : TORCH BT BS BT SA
8bbbbbbbcd 127 : TORCH BT BR BR BR BR BR BR BR SA
4ccd 105 : TORCH BT BT AB
8cbbbbbbcd 77 : TORCH BT BR BR BR BR BR BR BT SA
4d 54 : TORCH AB
tot: 1000000
---- S -----
Evt(5,"torch","rainbow","S Op")
8ccd 819264 : TORCH BT BT SA
8bd 101941 : TORCH BR SA
8cbcd 61864 : TORCH BT BR BT SA
8cbbcd 9691 : TORCH BT BR BR BT SA
8cbbbcd 2557 : TORCH BT BR BR BR BT SA
8cbbbbcd 1049 : TORCH BT BR BR BR BR BT SA
86ccd 1047 : TORCH BT BT BS SA
86d 507 : TORCH BS SA
8cbbbbbcd 485 : TORCH BT BR BR BR BR BR BT SA
bbbbbbbbcd 311 : TORCH BT BR BR BR BR BR BR BR BR
8cbbbbbbcd 262 : TORCH BT BR BR BR BR BR BR BT SA
4cd 162 : TORCH BT AB
86bd 140 : TORCH BR BS SA
cbbbbbbbcd 136 : TORCH BT BR BR BR BR BR BR BR BT
8c6cd 128 : TORCH BT BS BT SA
tot: 1000000
Evt(-5,"torch","rainbow","S G4")
8ccd 881262 : TORCH BT BT SA
8bd 66471 : TORCH BR SA
8cbcd 40644 : TORCH BT BR BT SA
8cbbcd 6131 : TORCH BT BR BR BT SA
8cbbbcd 1706 : TORCH BT BR BR BR BT SA
86ccd 1065 : TORCH BT BT BS SA
8cbbbbcd 708 : TORCH BT BR BR BR BR BT SA
86d 484 : TORCH BS SA
8cbbbbbcd 319 : TORCH BT BR BR BR BR BR BT SA
8bbbbbbbcd 297 : TORCH BT BR BR BR BR BR BR BR SA
4cd 170 : TORCH BT AB
8cbbbbbbcd 160 : TORCH BT BR BR BR BR BR BR BT SA
8c6cd 115 : TORCH BT BS BT SA
4ccd 99 : TORCH BT BT AB
86bd 69 : TORCH BR BS SA
tot: 1000000
In [8]: evt_op.p.rpol_(0)
Out[8]:
array([[ 1., 0., 0.],
[ 1., 0., 0.],
[ 1., 0., 0.],
...,
[ 1., 0., 0.],
[ 1., 0., 0.],
[ 1., 0., 0.]])
In [9]: evt_g4.p.rpol_(0)
Out[9]:
array([[ 1., 0., 0.],
[ 1., 0., 0.],
[ 1., 0., 0.],
...,
[ 1., 0., 0.],
[ 1., 0., 0.],
[ 1., 0., 0.]])
In [4]: evt_g4.s.rpol_(0)
Out[4]:
array([[ 0. , -0.0709, 1. ],
[ 0. , 0.1496, 0.9921],
[ 0. , -0.1024, 0.9921],
...,
[ 0. , 0.0866, 1. ],
[ 0. , -0.0551, 1. ],
[ 0. , 0.0236, 1. ]])
In [5]: evt_op.s.rpol_(0)
Out[5]:
array([[ 0. , -0.9291, 0.378 ],
[ 0. , -0.9685, 0.2441],
[ 0. , 0. , 1. ],
...,
[ 0. , -0.937 , -0.3465],
[ 0. , 0.4016, 0.9134],
[ 0. , 1. , -0.0551]])
In [32]: evt_g4.s.rpost_(0)
Out[32]:
array([[-600.0183, -42.7747, -26.7342, 0. ],
[-600.0183, 88.5891, -44.203 , 0. ],
[-600.0183, -63.3198, -62.6606, 0. ],
...,
[-600.0183, 52.4064, -78.1518, 0. ],
[-600.0183, -32.5938, -64.8213, 0. ],
[-600.0183, 15.9673, 20.9845, 0. ]])
In [34]: pos_g4 = evt_g4.s.rpost_(0)[:,:3]
In [35]: phi_g4 = np.arctan2(pos_g4[:,2], pos_g4[:,1]) # flat -pi:pi
In [38]: pos_op = evt_op.s.rpost_(0)[:,:3]
In [39]: pos_op
Out[39]:
array([[-599.9817, 32.4473, 79.6899],
[-599.9817, 23.6579, 93.0204],
[-599.9817, 19.7394, 0.0366],
...,
[-599.9817, -33.9488, 91.4823],
[-599.9817, 20.5817, -9.0091],
[-599.9817, -0.9888, -18.9703]])
In [40]: phi_op = np.arctan2(pos_op[:,1], pos_op[:,2]) # flat -pi:pi
In [44]: opx = np.zeros((len(phi_op),3), dtype=np.float32)
In [49]: opx[:,1] = -np.sin(phi_op)
In [50]: opx[:,2] = np.cos(phi_op)
In [51]: opx
Out[51]:
array([[ 0. , -0.9262, 0.3771],
[ 0. , -0.9691, 0.2465],
[ 0. , -0.0019, 1. ],
...,
[ 0. , -0.9375, -0.3479],
[ 0. , 0.401 , 0.9161],
[ 0. , 0.9986, -0.0521]], dtype=float32)
In [52]: evt_op.s.rpol_(0)
Out[52]:
array([[ 0. , -0.9291, 0.378 ],
[ 0. , -0.9685, 0.2441],
[ 0. , 0. , 1. ],
...,
[ 0. , -0.937 , -0.3465],
[ 0. , 0.4016, 0.9134],
[ 0. , 1. , -0.0551]])
S Op pol vector stays alive modulo sign flips, never leaking into X:
In [6]: evt_op.s.rpol_(0)
Out[6]:
array([[ 0. , -0.9291, 0.378 ],
[ 0. , -0.9685, 0.2441],
[ 0. , 0. , 1. ],
...,
[ 0. , -0.937 , -0.3465],
[ 0. , 0.4016, 0.9134],
[ 0. , 1. , -0.0551]])
In [7]: evt_op.s.rpol_(1)
Out[7]:
array([[ 0. , -0.9291, 0.378 ],
[ 0. , -0.9685, 0.2441],
[ 0. , 0. , 1. ],
...,
[ 0. , -0.937 , -0.3465],
[ 0. , 0.4016, 0.9134],
[ 0. , 1. , -0.0551]])
In [8]: evt_op.s.rpol_(2)
Out[8]:
array([[ 0. , 0.9291, -0.378 ],
[ 0. , 0.9685, -0.2441],
[ 0. , 0. , -1. ],
...,
[ 0. , 0.937 , 0.3465],
[ 0. , -0.4016, -0.9134],
[ 0. , -1. , 0.0551]])
In [9]: evt_op.s.rpol_(3)
Out[9]:
array([[ 0. , 0.9291, -0.378 ],
[ 0. , 0.9685, -0.2441],
[ 0. , 0. , -1. ],
...,
[ 0. , 0.937 , 0.3465],
[ 0. , -0.4016, -0.9134],
[ 0. , -1. , 0.0551]])
In [10]: evt_op.s.rpol_(4)
Out[10]:
array([[-1. , -1. , -1. ],
[ 0. , 0.9685, -0.2441],
[-1. , -1. , -1. ],
...,
[-1. , -1. , -1. ],
[-1. , -1. , -1. ],
[-1. , -1. , -1. ]])
In [11]:
G4 pol different approach:
In [11]: evt_g4.s.rpol_(0)
Out[11]:
array([[ 0. , 0.8504, -0.5276],
[ 0. , -0.8976, -0.4488],
[ 0. , 0.7087, -0.7008],
...,
[ 0. , 0.0787, 1. ],
[ 0. , 0.2283, -0.9764],
[ 0. , 0.2835, 0.9606]])
In [12]: evt_g4.s.rpol_(1)
Out[12]:
array([[-0.063 , 0.8425, -0.5276],
[-0.1417, 0.8189, 0.5591],
[-0.0079, 0.7087, -0.7008],
...,
[-0.3307, 0.2283, -0.9134],
[-0.1811, 0.6299, 0.7559],
[-0.1102, 0.7638, -0.6378]])
In [13]: evt_g4.s.rpol_(2)
Out[13]:
array([[ 0.126 , 0.1102, -0.9843],
[-0.1417, 0.8189, 0.5591],
[ 0.0079, 0.7008, -0.7165],
...,
[ 0.622 , 0.0787, 0.7717],
[ 0.3622, 0.2283, -0.9055],
[ 0.2126, 0.2835, 0.937 ]])
In [14]: evt_g4.s.rpol_(3)
Out[14]:
array([[ 0.126 , 0.1102, -0.9843],
[-1. , -1. , -1. ],
[ 0.0079, 0.7008, -0.7165],
...,
[ 0.622 , 0.0787, 0.7717],
[ 0.3622, 0.2283, -0.9055],
[ 0.2126, 0.2835, 0.937 ]])
In [15]: