gondola.tof.analysis#

Provides one-shot containers for various plots, allowing to apply cuts.

FIXME - the .fill_histograms method is currently a massive performance bottleneck. To mitigate that, we are working on the kanidashi project, so stay tuned.

Functions

format_seconds(seconds)

Return a string in HH:MM:SS format from a given time delta in seconds

Classes

TofAnalysis([skip_mangled, skip_timeout, ...])

A container (yeah I know, don't like it either) to keep a bunch of plots together.

gondola.tof.analysis.format_seconds(seconds)#: Return a string in HH:MM:SS format from a given time delta in seconds

class gondola.tof.analysis.TofAnalysis(skip_mangled=True, skip_timeout=True, beta_analysis=True, paddle_analysis=True, nbins=90, cuts=<TofCuts: <TofCuts: (void)>>, use_offsets=False, pid_inner=None, pid_outer=None, active=False)#

A container (yeah I know, don't like it either) to keep a bunch of plots together.

This does have some use as a pre-compiled analysis for gander, and as a quick look kind of thing.

The gist here it is independent of the data source, as long as some kind of TofEvent can be plugged in.

NBINS = 70#

PADDLE_PEAK_BINS = array([ 0. , 2.89855072, 5.79710145, 8.69565217, 11.5942029 , 14.49275362, 17.39130435, 20.28985507, 23.1884058 , 26.08695652, 28.98550725, 31.88405797, 34.7826087 , 37.68115942, 40.57971014, 43.47826087, 46.37681159, 49.27536232, 52.17391304, 55.07246377, 57.97101449, 60.86956522, 63.76811594, 66.66666667, 69.56521739, 72.46376812, 75.36231884, 78.26086957, 81.15942029, 84.05797101, 86.95652174, 89.85507246, 92.75362319, 95.65217391, 98.55072464, 101.44927536, 104.34782609, 107.24637681, 110.14492754, 113.04347826, 115.94202899, 118.84057971, 121.73913043, 124.63768116, 127.53623188, 130.43478261, 133.33333333, 136.23188406, 139.13043478, 142.02898551, 144.92753623, 147.82608696, 150.72463768, 153.62318841, 156.52173913, 159.42028986, 162.31884058, 165.2173913 , 168.11594203, 171.01449275, 173.91304348, 176.8115942 , 179.71014493, 182.60869565, 185.50724638, 188.4057971 , 191.30434783, 194.20289855, 197.10144928, 200. ])#

PADDLE_CHARGE_BINS = array([-2. , -1.10144928, -0.20289855, 0.69565217, 1.5942029 , 2.49275362, 3.39130435, 4.28985507, 5.1884058 , 6.08695652, 6.98550725, 7.88405797, 8.7826087 , 9.68115942, 10.57971014, 11.47826087, 12.37681159, 13.27536232, 14.17391304, 15.07246377, 15.97101449, 16.86956522, 17.76811594, 18.66666667, 19.56521739, 20.46376812, 21.36231884, 22.26086957, 23.15942029, 24.05797101, 24.95652174, 25.85507246, 26.75362319, 27.65217391, 28.55072464, 29.44927536, 30.34782609, 31.24637681, 32.14492754, 33.04347826, 33.94202899, 34.84057971, 35.73913043, 36.63768116, 37.53623188, 38.43478261, 39.33333333, 40.23188406, 41.13043478, 42.02898551, 42.92753623, 43.82608696, 44.72463768, 45.62318841, 46.52173913, 47.42028986, 48.31884058, 49.2173913 , 50.11594203, 51.01449275, 51.91304348, 52.8115942 , 53.71014493, 54.60869565, 55.50724638, 56.4057971 , 57.30434783, 58.20289855, 59.10144928, 60. ])#

PADDLE_TIMING_BINS = array([ 0. , 3.62318841, 7.24637681, 10.86956522, 14.49275362, 18.11594203, 21.73913043, 25.36231884, 28.98550725, 32.60869565, 36.23188406, 39.85507246, 43.47826087, 47.10144928, 50.72463768, 54.34782609, 57.97101449, 61.5942029 , 65.2173913 , 68.84057971, 72.46376812, 76.08695652, 79.71014493, 83.33333333, 86.95652174, 90.57971014, 94.20289855, 97.82608696, 101.44927536, 105.07246377, 108.69565217, 112.31884058, 115.94202899, 119.56521739, 123.1884058 , 126.8115942 , 130.43478261, 134.05797101, 137.68115942, 141.30434783, 144.92753623, 148.55072464, 152.17391304, 155.79710145, 159.42028986, 163.04347826, 166.66666667, 170.28985507, 173.91304348, 177.53623188, 181.15942029, 184.7826087 , 188.4057971 , 192.02898551, 195.65217391, 199.27536232, 202.89855072, 206.52173913, 210.14492754, 213.76811594, 217.39130435, 221.01449275, 224.63768116, 228.26086957, 231.88405797, 235.50724638, 239.13043478, 242.75362319, 246.37681159, 250. ])#

PADDLE_BL_BINS = array([-2.5 , -2.42753623, -2.35507246, -2.2826087 , -2.21014493, -2.13768116, -2.06521739, -1.99275362, -1.92028986, -1.84782609, -1.77536232, -1.70289855, -1.63043478, -1.55797101, -1.48550725, -1.41304348, -1.34057971, -1.26811594, -1.19565217, -1.12318841, -1.05072464, -0.97826087, -0.9057971 , -0.83333333, -0.76086957, -0.6884058 , -0.61594203, -0.54347826, -0.47101449, -0.39855072, -0.32608696, -0.25362319, -0.18115942, -0.10869565, -0.03623188, 0.03623188, 0.10869565, 0.18115942, 0.25362319, 0.32608696, 0.39855072, 0.47101449, 0.54347826, 0.61594203, 0.6884058 , 0.76086957, 0.83333333, 0.9057971 , 0.97826087, 1.05072464, 1.12318841, 1.19565217, 1.26811594, 1.34057971, 1.41304348, 1.48550725, 1.55797101, 1.63043478, 1.70289855, 1.77536232, 1.84782609, 1.92028986, 1.99275362, 2.06521739, 2.13768116, 2.21014493, 2.2826087 , 2.35507246, 2.42753623, 2.5 ])#

PADDLE_BLRMS_BINS = array([0. , 0.02898551, 0.05797101, 0.08695652, 0.11594203, 0.14492754, 0.17391304, 0.20289855, 0.23188406, 0.26086957, 0.28985507, 0.31884058, 0.34782609, 0.37681159, 0.4057971 , 0.43478261, 0.46376812, 0.49275362, 0.52173913, 0.55072464, 0.57971014, 0.60869565, 0.63768116, 0.66666667, 0.69565217, 0.72463768, 0.75362319, 0.7826087 , 0.8115942 , 0.84057971, 0.86956522, 0.89855072, 0.92753623, 0.95652174, 0.98550725, 1.01449275, 1.04347826, 1.07246377, 1.10144928, 1.13043478, 1.15942029, 1.1884058 , 1.2173913 , 1.24637681, 1.27536232, 1.30434783, 1.33333333, 1.36231884, 1.39130435, 1.42028986, 1.44927536, 1.47826087, 1.50724638, 1.53623188, 1.56521739, 1.5942029 , 1.62318841, 1.65217391, 1.68115942, 1.71014493, 1.73913043, 1.76811594, 1.79710145, 1.82608696, 1.85507246, 1.88405797, 1.91304348, 1.94202899, 1.97101449, 2. ])#

PADDLE_X0_BINS = array([-0.1 , -0.0826087 , -0.06521739, -0.04782609, -0.03043478, -0.01304348, 0.00434783, 0.02173913, 0.03913043, 0.05652174, 0.07391304, 0.09130435, 0.10869565, 0.12608696, 0.14347826, 0.16086957, 0.17826087, 0.19565217, 0.21304348, 0.23043478, 0.24782609, 0.26521739, 0.2826087 , 0.3 , 0.3173913 , 0.33478261, 0.35217391, 0.36956522, 0.38695652, 0.40434783, 0.42173913, 0.43913043, 0.45652174, 0.47391304, 0.49130435, 0.50869565, 0.52608696, 0.54347826, 0.56086957, 0.57826087, 0.59565217, 0.61304348, 0.63043478, 0.64782609, 0.66521739, 0.6826087 , 0.7 , 0.7173913 , 0.73478261, 0.75217391, 0.76956522, 0.78695652, 0.80434783, 0.82173913, 0.83913043, 0.85652174, 0.87391304, 0.89130435, 0.90869565, 0.92608696, 0.94347826, 0.96086957, 0.97826087, 0.99565217, 1.01304348, 1.03043478, 1.04782609, 1.06521739, 1.0826087 , 1.1 ])#

PADDLE_T0_BINS = array([ 0. , 7.24637681, 14.49275362, 21.73913043, 28.98550725, 36.23188406, 43.47826087, 50.72463768, 57.97101449, 65.2173913 , 72.46376812, 79.71014493, 86.95652174, 94.20289855, 101.44927536, 108.69565217, 115.94202899, 123.1884058 , 130.43478261, 137.68115942, 144.92753623, 152.17391304, 159.42028986, 166.66666667, 173.91304348, 181.15942029, 188.4057971 , 195.65217391, 202.89855072, 210.14492754, 217.39130435, 224.63768116, 231.88405797, 239.13043478, 246.37681159, 253.62318841, 260.86956522, 268.11594203, 275.36231884, 282.60869565, 289.85507246, 297.10144928, 304.34782609, 311.5942029 , 318.84057971, 326.08695652, 333.33333333, 340.57971014, 347.82608696, 355.07246377, 362.31884058, 369.56521739, 376.8115942 , 384.05797101, 391.30434783, 398.55072464, 405.79710145, 413.04347826, 420.28985507, 427.53623188, 434.7826087 , 442.02898551, 449.27536232, 456.52173913, 463.76811594, 471.01449275, 478.26086957, 485.50724638, 492.75362319, 500. ])#

PADDLE_EDEP_BINS = array([ 0. , 0.43478261, 0.86956522, 1.30434783, 1.73913043, 2.17391304, 2.60869565, 3.04347826, 3.47826087, 3.91304348, 4.34782609, 4.7826087 , 5.2173913 , 5.65217391, 6.08695652, 6.52173913, 6.95652174, 7.39130435, 7.82608696, 8.26086957, 8.69565217, 9.13043478, 9.56521739, 10. , 10.43478261, 10.86956522, 11.30434783, 11.73913043, 12.17391304, 12.60869565, 13.04347826, 13.47826087, 13.91304348, 14.34782609, 14.7826087 , 15.2173913 , 15.65217391, 16.08695652, 16.52173913, 16.95652174, 17.39130435, 17.82608696, 18.26086957, 18.69565217, 19.13043478, 19.56521739, 20. , 20.43478261, 20.86956522, 21.30434783, 21.73913043, 22.17391304, 22.60869565, 23.04347826, 23.47826087, 23.91304348, 24.34782609, 24.7826087 , 25.2173913 , 25.65217391, 26.08695652, 26.52173913, 26.95652174, 27.39130435, 27.82608696, 28.26086957, 28.69565217, 29.13043478, 29.56521739, 30. ])#

BETA_BINS = array([0. , 0.02898551, 0.05797101, 0.08695652, 0.11594203, 0.14492754, 0.17391304, 0.20289855, 0.23188406, 0.26086957, 0.28985507, 0.31884058, 0.34782609, 0.37681159, 0.4057971 , 0.43478261, 0.46376812, 0.49275362, 0.52173913, 0.55072464, 0.57971014, 0.60869565, 0.63768116, 0.66666667, 0.69565217, 0.72463768, 0.75362319, 0.7826087 , 0.8115942 , 0.84057971, 0.86956522, 0.89855072, 0.92753623, 0.95652174, 0.98550725, 1.01449275, 1.04347826, 1.07246377, 1.10144928, 1.13043478, 1.15942029, 1.1884058 , 1.2173913 , 1.24637681, 1.27536232, 1.30434783, 1.33333333, 1.36231884, 1.39130435, 1.42028986, 1.44927536, 1.47826087, 1.50724638, 1.53623188, 1.56521739, 1.5942029 , 1.62318841, 1.65217391, 1.68115942, 1.71014493, 1.73913043, 1.76811594, 1.79710145, 1.82608696, 1.85507246, 1.88405797, 1.91304348, 1.94202899, 1.97101449, 2. ])#

EDEP_BINS = array([ 0. , 0.72463768, 1.44927536, 2.17391304, 2.89855072, 3.62318841, 4.34782609, 5.07246377, 5.79710145, 6.52173913, 7.24637681, 7.97101449, 8.69565217, 9.42028986, 10.14492754, 10.86956522, 11.5942029 , 12.31884058, 13.04347826, 13.76811594, 14.49275362, 15.2173913 , 15.94202899, 16.66666667, 17.39130435, 18.11594203, 18.84057971, 19.56521739, 20.28985507, 21.01449275, 21.73913043, 22.46376812, 23.1884058 , 23.91304348, 24.63768116, 25.36231884, 26.08695652, 26.8115942 , 27.53623188, 28.26086957, 28.98550725, 29.71014493, 30.43478261, 31.15942029, 31.88405797, 32.60869565, 33.33333333, 34.05797101, 34.7826087 , 35.50724638, 36.23188406, 36.95652174, 37.68115942, 38.4057971 , 39.13043478, 39.85507246, 40.57971014, 41.30434783, 42.02898551, 42.75362319, 43.47826087, 44.20289855, 44.92753623, 45.65217391, 46.37681159, 47.10144928, 47.82608696, 48.55072464, 49.27536232, 50. ])#

TIMING_BINS = array([-100. , -94.20289855, -88.4057971 , -82.60869565, -76.8115942 , -71.01449275, -65.2173913 , -59.42028986, -53.62318841, -47.82608696, -42.02898551, -36.23188406, -30.43478261, -24.63768116, -18.84057971, -13.04347826, -7.24637681, -1.44927536, 4.34782609, 10.14492754, 15.94202899, 21.73913043, 27.53623188, 33.33333333, 39.13043478, 44.92753623, 50.72463768, 56.52173913, 62.31884058, 68.11594203, 73.91304348, 79.71014493, 85.50724638, 91.30434783, 97.10144928, 102.89855072, 108.69565217, 114.49275362, 120.28985507, 126.08695652, 131.88405797, 137.68115942, 143.47826087, 149.27536232, 155.07246377, 160.86956522, 166.66666667, 172.46376812, 178.26086957, 184.05797101, 189.85507246, 195.65217391, 201.44927536, 207.24637681, 213.04347826, 218.84057971, 224.63768116, 230.43478261, 236.23188406, 242.02898551, 247.82608696, 253.62318841, 259.42028986, 265.2173913 , 271.01449275, 276.8115942 , 282.60869565, 288.4057971 , 294.20289855, 300. ])#

PDELAY_BINS = array([-60. , -58.26086957, -56.52173913, -54.7826087 , -53.04347826, -51.30434783, -49.56521739, -47.82608696, -46.08695652, -44.34782609, -42.60869565, -40.86956522, -39.13043478, -37.39130435, -35.65217391, -33.91304348, -32.17391304, -30.43478261, -28.69565217, -26.95652174, -25.2173913 , -23.47826087, -21.73913043, -20. , -18.26086957, -16.52173913, -14.7826087 , -13.04347826, -11.30434783, -9.56521739, -7.82608696, -6.08695652, -4.34782609, -2.60869565, -0.86956522, 0.86956522, 2.60869565, 4.34782609, 6.08695652, 7.82608696, 9.56521739, 11.30434783, 13.04347826, 14.7826087 , 16.52173913, 18.26086957, 20. , 21.73913043, 23.47826087, 25.2173913 , 26.95652174, 28.69565217, 30.43478261, 32.17391304, 33.91304348, 35.65217391, 37.39130435, 39.13043478, 40.86956522, 42.60869565, 44.34782609, 46.08695652, 47.82608696, 49.56521739, 51.30434783, 53.04347826, 54.7826087 , 56.52173913, 58.26086957, 60. ])#

TDIFF_BINS = array([-1. , -0.84057971, -0.68115942, -0.52173913, -0.36231884, -0.20289855, -0.04347826, 0.11594203, 0.27536232, 0.43478261, 0.5942029 , 0.75362319, 0.91304348, 1.07246377, 1.23188406, 1.39130435, 1.55072464, 1.71014493, 1.86956522, 2.02898551, 2.1884058 , 2.34782609, 2.50724638, 2.66666667, 2.82608696, 2.98550725, 3.14492754, 3.30434783, 3.46376812, 3.62318841, 3.7826087 , 3.94202899, 4.10144928, 4.26086957, 4.42028986, 4.57971014, 4.73913043, 4.89855072, 5.05797101, 5.2173913 , 5.37681159, 5.53623188, 5.69565217, 5.85507246, 6.01449275, 6.17391304, 6.33333333, 6.49275362, 6.65217391, 6.8115942 , 6.97101449, 7.13043478, 7.28985507, 7.44927536, 7.60869565, 7.76811594, 7.92753623, 8.08695652, 8.24637681, 8.4057971 , 8.56521739, 8.72463768, 8.88405797, 9.04347826, 9.20289855, 9.36231884, 9.52173913, 9.68115942, 9.84057971, 10. ])#

DIST_BINS = array([0. , 0.05797101, 0.11594203, 0.17391304, 0.23188406, 0.28985507, 0.34782609, 0.4057971 , 0.46376812, 0.52173913, 0.57971014, 0.63768116, 0.69565217, 0.75362319, 0.8115942 , 0.86956522, 0.92753623, 0.98550725, 1.04347826, 1.10144928, 1.15942029, 1.2173913 , 1.27536232, 1.33333333, 1.39130435, 1.44927536, 1.50724638, 1.56521739, 1.62318841, 1.68115942, 1.73913043, 1.79710145, 1.85507246, 1.91304348, 1.97101449, 2.02898551, 2.08695652, 2.14492754, 2.20289855, 2.26086957, 2.31884058, 2.37681159, 2.43478261, 2.49275362, 2.55072464, 2.60869565, 2.66666667, 2.72463768, 2.7826087 , 2.84057971, 2.89855072, 2.95652174, 3.01449275, 3.07246377, 3.13043478, 3.1884058 , 3.24637681, 3.30434783, 3.36231884, 3.42028986, 3.47826087, 3.53623188, 3.5942029 , 3.65217391, 3.71014493, 3.76811594, 3.82608696, 3.88405797, 3.94202899, 4. ])#

COS_T_BINS = array([0. , 0.01449275, 0.02898551, 0.04347826, 0.05797101, 0.07246377, 0.08695652, 0.10144928, 0.11594203, 0.13043478, 0.14492754, 0.15942029, 0.17391304, 0.1884058 , 0.20289855, 0.2173913 , 0.23188406, 0.24637681, 0.26086957, 0.27536232, 0.28985507, 0.30434783, 0.31884058, 0.33333333, 0.34782609, 0.36231884, 0.37681159, 0.39130435, 0.4057971 , 0.42028986, 0.43478261, 0.44927536, 0.46376812, 0.47826087, 0.49275362, 0.50724638, 0.52173913, 0.53623188, 0.55072464, 0.56521739, 0.57971014, 0.5942029 , 0.60869565, 0.62318841, 0.63768116, 0.65217391, 0.66666667, 0.68115942, 0.69565217, 0.71014493, 0.72463768, 0.73913043, 0.75362319, 0.76811594, 0.7826087 , 0.79710145, 0.8115942 , 0.82608696, 0.84057971, 0.85507246, 0.86956522, 0.88405797, 0.89855072, 0.91304348, 0.92753623, 0.94202899, 0.95652174, 0.97101449, 0.98550725, 1. ])#

COS_T2_BINS = array([0. , 0.04545455, 0.09090909, 0.13636364, 0.18181818, 0.22727273, 0.27272727, 0.31818182, 0.36363636, 0.40909091, 0.45454545, 0.5 , 0.54545455, 0.59090909, 0.63636364, 0.68181818, 0.72727273, 0.77272727, 0.81818182, 0.86363636, 0.90909091, 0.95454545, 1. ])#

X_BINS_OUTER = array([-2000. , -1942.02898551, -1884.05797101, -1826.08695652, -1768.11594203, -1710.14492754, -1652.17391304, -1594.20289855, -1536.23188406, -1478.26086957, -1420.28985507, -1362.31884058, -1304.34782609, -1246.37681159, -1188.4057971 , -1130.43478261, -1072.46376812, -1014.49275362, -956.52173913, -898.55072464, -840.57971014, -782.60869565, -724.63768116, -666.66666667, -608.69565217, -550.72463768, -492.75362319, -434.7826087 , -376.8115942 , -318.84057971, -260.86956522, -202.89855072, -144.92753623, -86.95652174, -28.98550725, 28.98550725, 86.95652174, 144.92753623, 202.89855072, 260.86956522, 318.84057971, 376.8115942 , 434.7826087 , 492.75362319, 550.72463768, 608.69565217, 666.66666667, 724.63768116, 782.60869565, 840.57971014, 898.55072464, 956.52173913, 1014.49275362, 1072.46376812, 1130.43478261, 1188.4057971 , 1246.37681159, 1304.34782609, 1362.31884058, 1420.28985507, 1478.26086957, 1536.23188406, 1594.20289855, 1652.17391304, 1710.14492754, 1768.11594203, 1826.08695652, 1884.05797101, 1942.02898551, 2000. ])#

Y_BINS_OUTER = array([-2000. , -1942.02898551, -1884.05797101, -1826.08695652, -1768.11594203, -1710.14492754, -1652.17391304, -1594.20289855, -1536.23188406, -1478.26086957, -1420.28985507, -1362.31884058, -1304.34782609, -1246.37681159, -1188.4057971 , -1130.43478261, -1072.46376812, -1014.49275362, -956.52173913, -898.55072464, -840.57971014, -782.60869565, -724.63768116, -666.66666667, -608.69565217, -550.72463768, -492.75362319, -434.7826087 , -376.8115942 , -318.84057971, -260.86956522, -202.89855072, -144.92753623, -86.95652174, -28.98550725, 28.98550725, 86.95652174, 144.92753623, 202.89855072, 260.86956522, 318.84057971, 376.8115942 , 434.7826087 , 492.75362319, 550.72463768, 608.69565217, 666.66666667, 724.63768116, 782.60869565, 840.57971014, 898.55072464, 956.52173913, 1014.49275362, 1072.46376812, 1130.43478261, 1188.4057971 , 1246.37681159, 1304.34782609, 1362.31884058, 1420.28985507, 1478.26086957, 1536.23188406, 1594.20289855, 1652.17391304, 1710.14492754, 1768.11594203, 1826.08695652, 1884.05797101, 1942.02898551, 2000. ])#

Z_BINS_OUTER = array([-250. , -210.14492754, -170.28985507, -130.43478261, -90.57971014, -50.72463768, -10.86956522, 28.98550725, 68.84057971, 108.69565217, 148.55072464, 188.4057971 , 228.26086957, 268.11594203, 307.97101449, 347.82608696, 387.68115942, 427.53623188, 467.39130435, 507.24637681, 547.10144928, 586.95652174, 626.8115942 , 666.66666667, 706.52173913, 746.37681159, 786.23188406, 826.08695652, 865.94202899, 905.79710145, 945.65217391, 985.50724638, 1025.36231884, 1065.2173913 , 1105.07246377, 1144.92753623, 1184.7826087 , 1224.63768116, 1264.49275362, 1304.34782609, 1344.20289855, 1384.05797101, 1423.91304348, 1463.76811594, 1503.62318841, 1543.47826087, 1583.33333333, 1623.1884058 , 1663.04347826, 1702.89855072, 1742.75362319, 1782.60869565, 1822.46376812, 1862.31884058, 1902.17391304, 1942.02898551, 1981.88405797, 2021.73913043, 2061.5942029 , 2101.44927536, 2141.30434783, 2181.15942029, 2221.01449275, 2260.86956522, 2300.72463768, 2340.57971014, 2380.43478261, 2420.28985507, 2460.14492754, 2500. ])#

X_BINS_INNER = array([-1000. , -971.01449275, -942.02898551, -913.04347826, -884.05797101, -855.07246377, -826.08695652, -797.10144928, -768.11594203, -739.13043478, -710.14492754, -681.15942029, -652.17391304, -623.1884058 , -594.20289855, -565.2173913 , -536.23188406, -507.24637681, -478.26086957, -449.27536232, -420.28985507, -391.30434783, -362.31884058, -333.33333333, -304.34782609, -275.36231884, -246.37681159, -217.39130435, -188.4057971 , -159.42028986, -130.43478261, -101.44927536, -72.46376812, -43.47826087, -14.49275362, 14.49275362, 43.47826087, 72.46376812, 101.44927536, 130.43478261, 159.42028986, 188.4057971 , 217.39130435, 246.37681159, 275.36231884, 304.34782609, 333.33333333, 362.31884058, 391.30434783, 420.28985507, 449.27536232, 478.26086957, 507.24637681, 536.23188406, 565.2173913 , 594.20289855, 623.1884058 , 652.17391304, 681.15942029, 710.14492754, 739.13043478, 768.11594203, 797.10144928, 826.08695652, 855.07246377, 884.05797101, 913.04347826, 942.02898551, 971.01449275, 1000. ])#

Y_BINS_INNER = array([-1000. , -971.01449275, -942.02898551, -913.04347826, -884.05797101, -855.07246377, -826.08695652, -797.10144928, -768.11594203, -739.13043478, -710.14492754, -681.15942029, -652.17391304, -623.1884058 , -594.20289855, -565.2173913 , -536.23188406, -507.24637681, -478.26086957, -449.27536232, -420.28985507, -391.30434783, -362.31884058, -333.33333333, -304.34782609, -275.36231884, -246.37681159, -217.39130435, -188.4057971 , -159.42028986, -130.43478261, -101.44927536, -72.46376812, -43.47826087, -14.49275362, 14.49275362, 43.47826087, 72.46376812, 101.44927536, 130.43478261, 159.42028986, 188.4057971 , 217.39130435, 246.37681159, 275.36231884, 304.34782609, 333.33333333, 362.31884058, 391.30434783, 420.28985507, 449.27536232, 478.26086957, 507.24637681, 536.23188406, 565.2173913 , 594.20289855, 623.1884058 , 652.17391304, 681.15942029, 710.14492754, 739.13043478, 768.11594203, 797.10144928, 826.08695652, 855.07246377, 884.05797101, 913.04347826, 942.02898551, 971.01449275, 1000. ])#

Z_BINS_INNER = array([-250. , -224.63768116, -199.27536232, -173.91304348, -148.55072464, -123.1884058 , -97.82608696, -72.46376812, -47.10144928, -21.73913043, 3.62318841, 28.98550725, 54.34782609, 79.71014493, 105.07246377, 130.43478261, 155.79710145, 181.15942029, 206.52173913, 231.88405797, 257.24637681, 282.60869565, 307.97101449, 333.33333333, 358.69565217, 384.05797101, 409.42028986, 434.7826087 , 460.14492754, 485.50724638, 510.86956522, 536.23188406, 561.5942029 , 586.95652174, 612.31884058, 637.68115942, 663.04347826, 688.4057971 , 713.76811594, 739.13043478, 764.49275362, 789.85507246, 815.2173913 , 840.57971014, 865.94202899, 891.30434783, 916.66666667, 942.02898551, 967.39130435, 992.75362319, 1018.11594203, 1043.47826087, 1068.84057971, 1094.20289855, 1119.56521739, 1144.92753623, 1170.28985507, 1195.65217391, 1221.01449275, 1246.37681159, 1271.73913043, 1297.10144928, 1322.46376812, 1347.82608696, 1373.1884058 , 1398.55072464, 1423.91304348, 1449.27536232, 1474.63768116, 1500. ])#

PID_BINS_INNER = array([ 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5])#

PID_BINS_OUTER = array([ 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5, 90.5, 91.5, 92.5, 93.5, 94.5, 95.5, 96.5, 97.5, 98.5, 99.5, 100.5, 101.5, 102.5, 103.5, 104.5, 105.5, 106.5, 107.5, 108.5, 109.5, 110.5, 111.5, 112.5, 113.5, 114.5, 115.5, 116.5, 117.5, 118.5, 119.5, 120.5, 121.5, 122.5, 123.5, 124.5, 125.5, 126.5, 127.5, 128.5, 129.5, 130.5, 131.5, 132.5, 133.5, 134.5, 135.5, 136.5, 137.5, 138.5, 139.5, 140.5, 141.5, 142.5, 143.5, 144.5, 145.5, 146.5, 147.5, 148.5, 149.5, 150.5, 151.5, 152.5, 153.5, 154.5, 155.5, 156.5, 157.5, 158.5, 159.5, 160.5])#

NHIT_BINS = array([-0.5, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5])#

PID_BINS = array([ 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, 19.5, 20.5, 21.5, 22.5, 23.5, 24.5, 25.5, 26.5, 27.5, 28.5, 29.5, 30.5, 31.5, 32.5, 33.5, 34.5, 35.5, 36.5, 37.5, 38.5, 39.5, 40.5, 41.5, 42.5, 43.5, 44.5, 45.5, 46.5, 47.5, 48.5, 49.5, 50.5, 51.5, 52.5, 53.5, 54.5, 55.5, 56.5, 57.5, 58.5, 59.5, 60.5, 61.5, 62.5, 63.5, 64.5, 65.5, 66.5, 67.5, 68.5, 69.5, 70.5, 71.5, 72.5, 73.5, 74.5, 75.5, 76.5, 77.5, 78.5, 79.5, 80.5, 81.5, 82.5, 83.5, 84.5, 85.5, 86.5, 87.5, 88.5, 89.5, 90.5, 91.5, 92.5, 93.5, 94.5, 95.5, 96.5, 97.5, 98.5, 99.5, 100.5, 101.5, 102.5, 103.5, 104.5, 105.5, 106.5, 107.5, 108.5, 109.5, 110.5, 111.5, 112.5, 113.5, 114.5, 115.5, 116.5, 117.5, 118.5, 119.5, 120.5, 121.5, 122.5, 123.5, 124.5, 125.5, 126.5, 127.5, 128.5, 129.5, 130.5, 131.5, 132.5, 133.5, 134.5, 135.5, 136.5, 137.5, 138.5, 139.5, 140.5, 141.5, 142.5, 143.5, 144.5, 145.5, 146.5, 147.5, 148.5, 149.5, 150.5, 151.5, 152.5, 153.5, 154.5, 155.5, 156.5, 157.5, 158.5, 159.5])#

pretty_print_statistics()#: A textual representation for some important numbers, e.g. seen events, cut efficiencies, etc.

property occupancy#

property occupancy_t#

property n_events#

property rate#

property rate_nocut#

property run_time#: Get run time from last - first event in seconds

reinit(nbins=90)#: Re-run the initialization routine. This will clear all plots, and reset the binning. This needs to be run in case the binning has been changed

__init__(skip_mangled=True, skip_timeout=True, beta_analysis=True, paddle_analysis=True, nbins=90, cuts=<TofCuts: <TofCuts: (void)>>, use_offsets=False, pid_inner=None, pid_outer=None, active=False)#

Start a new TofAnalysis. This will add create histograms for 'interesting' variables and count mangled and timed out events. While not complete, this can provide a conciese, first look for a run. Events can be added to this analysis through the .add_event(ev) method. When all events are added, a call to .finish() is needed to make sure all events in the caches are added to the histograms. Caching is used to massively improve performance, since adding individual numbers to dashi.histograms is painfully slow.

# Arguments:

skip_mangledIgnore events which have the "AnyDataMangling"
flag set

skip_timeoutIgnore events which have the "EventTimedOut"
flag set

beta_analysisLook for first hit on outer tof/inner tof and
use these for a beta calculation. If pid_outer and pid_inner are given, use these paddles instead.

paddle_analysis : Create plots for the individual paddles nbins : The number of bins for the histograms getting

created

cutsGive a cut instance to reject events & hits.
Default: None (no cuts)

pid_outerSelect a specific paddle instead of the first on the outer TOF
for the beta/timing analysis

pid_innerSelect a specific paddle instead of the first on the inner TOF
for the beta/timing analysis

activeif True, this analysis will actually "do something"
and acquire events

property no_hitmiss#

property one_hitmiss#

property two_hitmiss#

property extra_hits#

property n_mangled_frac#

property n_timed_out_frac#

property event_stati#

fill_histograms()#: Fill the histograms with the cached values

finish()#: Ensure the remainder in the caches is histogrammed

add_event(ev)#

Fills the associated histograms

# Arguments:

ev : Any kind of TofEvent or TofEventSummary