after stack
This commit is contained in:
parent
c8add4280b
commit
8ec39d3f92
202
D_tasks.ipynb
202
D_tasks.ipynb
@ -2,7 +2,7 @@
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 60,
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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@ -21,128 +21,16 @@
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},
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{
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"cell_type": "code",
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"execution_count": 86,
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<pre>{all_endvtx_types_length: 5,\n",
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" all_endvtx_types: [101, 101, 101, 101, 0],\n",
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" all_endvtx_x_length: 5,\n",
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" all_endvtx_x: [-3.52e+03, -3.52e+03, -3.52e+03, -3.53e+03, -3.54e+03],\n",
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" all_endvtx_y_length: 5,\n",
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" all_endvtx_y: [-302, -302, -302, -302, -297],\n",
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" all_endvtx_z_length: 5,\n",
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" all_endvtx_z: [9.84e+03, 9.84e+03, 9.85e+03, 9.85e+03, 9.87e+03],\n",
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" brem_photons_pe_length: 4,\n",
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" brem_photons_pe: [519, 484, 173, 466],\n",
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" brem_photons_px_length: 4,\n",
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" brem_photons_px: [-327, -306, -109, -283],\n",
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" brem_photons_py_length: 4,\n",
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" brem_photons_py: [-8.03, -7.15, -4.38, -13.6],\n",
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" brem_photons_pz_length: 4,\n",
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" brem_photons_pz: [403, 374, 135, 370],\n",
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" brem_vtx_x_length: 4,\n",
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" brem_vtx_x: [-3.52e+03, -3.52e+03, -3.52e+03, -3.53e+03],\n",
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" brem_vtx_y_length: 4,\n",
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" ...}\n",
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"-----------------------------------------------------------------------\n",
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"type: {\n",
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" all_endvtx_types_length: int32,\n",
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" all_endvtx_types: var * float32,\n",
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" all_endvtx_x_length: int32,\n",
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" all_endvtx_x: var * float32,\n",
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" all_endvtx_y_length: int32,\n",
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" all_endvtx_y: var * float32,\n",
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" all_endvtx_z_length: int32,\n",
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" all_endvtx_z: var * float32,\n",
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" brem_photons_pe_length: int32,\n",
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" brem_photons_pe: var * float32,\n",
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" brem_photons_px_length: int32,\n",
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" brem_photons_px: var * float32,\n",
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" brem_photons_py_length: int32,\n",
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" brem_photons_py: var * float32,\n",
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" brem_photons_pz_length: int32,\n",
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" brem_photons_pz: var * float32,\n",
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" brem_vtx_x_length: int32,\n",
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" brem_vtx_x: var * float32,\n",
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" brem_vtx_y_length: int32,\n",
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" brem_vtx_y: var * float32,\n",
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" brem_vtx_z_length: int32,\n",
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" brem_vtx_z: var * float32,\n",
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" endvtx_type: int32,\n",
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" endvtx_x: float64,\n",
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" endvtx_y: float64,\n",
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" endvtx_z: float64,\n",
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" energy: float64,\n",
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" eta: float64,\n",
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" event_count: int32,\n",
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" fromB: bool,\n",
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" fromD: bool,\n",
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" fromDecay: bool,\n",
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" fromHadInt: bool,\n",
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" fromPV: bool,\n",
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" fromPairProd: bool,\n",
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" fromSignal: bool,\n",
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" fromStrange: bool,\n",
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" isElectron: bool,\n",
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" isKaon: bool,\n",
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" isMuon: bool,\n",
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" isPion: bool,\n",
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" isProton: bool,\n",
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" lost: bool,\n",
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" lost_in_track_fit: bool,\n",
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" match_fraction: float32,\n",
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" mcp_idx: int32,\n",
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" mother_id: int32,\n",
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" mother_key: int32,\n",
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" originvtx_type: int32,\n",
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" originvtx_x: float64,\n",
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" originvtx_y: float64,\n",
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" originvtx_z: float64,\n",
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" p: float64,\n",
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" phi: float64,\n",
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" pid: int32,\n",
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" pt: float64,\n",
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" px: float64,\n",
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" py: float64,\n",
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" pz: float64,\n",
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" scifi_hit_pos_x_length: int32,\n",
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" scifi_hit_pos_x: var * float32,\n",
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" scifi_hit_pos_y_length: int32,\n",
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" scifi_hit_pos_y: var * float32,\n",
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" scifi_hit_pos_z_length: int32,\n",
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" scifi_hit_pos_z: var * float32,\n",
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" track_p: float64,\n",
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" track_pt: float64,\n",
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" tx: float64,\n",
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" ty: float64,\n",
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" ut_hit_pos_x_length: int32,\n",
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" ut_hit_pos_x: var * float32,\n",
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" ut_hit_pos_y_length: int32,\n",
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" ut_hit_pos_y: var * float32,\n",
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" ut_hit_pos_z_length: int32,\n",
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" ut_hit_pos_z: var * float32,\n",
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" velo_hit_pos_x_length: int32,\n",
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" velo_hit_pos_x: var * float32,\n",
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" velo_hit_pos_y_length: int32,\n",
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" velo_hit_pos_y: var * float32,\n",
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" velo_hit_pos_z_length: int32,\n",
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" velo_hit_pos_z: var * float32,\n",
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" velo_track_idx: int32,\n",
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" velo_track_tx: float64,\n",
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" velo_track_ty: float64,\n",
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" velo_track_x: float64,\n",
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" velo_track_y: float64,\n",
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" velo_track_z: float64\n",
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"}</pre>"
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],
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"text/plain": [
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"<Record {all_endvtx_types_length: 5, ...} type='{all_endvtx_types_length: i...'>"
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"51"
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]
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},
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"execution_count": 86,
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -158,12 +46,12 @@
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"\n",
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"#ak.num(lost, axis=0)\n",
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"ak.num(allcolumns[(allcolumns.fromPairProd) & (allcolumns.isElectron) & (~allcolumns.lost) & (allcolumns.fromSignal)],axis=0)\n",
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"found[0]"
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"#found[0]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 62,
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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@ -172,7 +60,7 @@
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"0.5759057568348522"
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]
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},
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"execution_count": 62,
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -188,7 +76,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 63,
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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@ -197,7 +85,7 @@
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"0.7960893854748603"
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]
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},
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"execution_count": 63,
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": 64,
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"0.5568703211784594"
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]
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},
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"execution_count": 64,
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"execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": 65,
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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},
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{
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"cell_type": "code",
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"execution_count": 66,
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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},
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{
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"cell_type": "code",
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"execution_count": 67,
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"execution_count": 8,
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"metadata": {},
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"outputs": [],
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"source": [
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@ -338,7 +226,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 68,
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"execution_count": 9,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": 69,
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"execution_count": 10,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": 70,
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"execution_count": 11,
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"metadata": {},
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"outputs": [
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{
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},
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{
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"cell_type": "code",
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"execution_count": 71,
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"execution_count": 12,
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"metadata": {},
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"outputs": [
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{
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@ -501,7 +389,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 72,
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"execution_count": 13,
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"metadata": {},
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"outputs": [
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{
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@ -510,7 +398,7 @@
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"-1.5438992626615335e-08"
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]
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},
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"execution_count": 72,
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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{
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"cell_type": "code",
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"execution_count": 73,
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"execution_count": 14,
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"metadata": {},
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"outputs": [
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{
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@ -569,7 +457,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 74,
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"execution_count": 15,
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"metadata": {},
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"outputs": [
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{
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},
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{
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"cell_type": "code",
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"execution_count": 75,
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"execution_count": 16,
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"metadata": {},
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"outputs": [
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{
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},
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{
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"cell_type": "code",
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"execution_count": 76,
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"execution_count": 17,
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"metadata": {},
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"outputs": [
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{
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},
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{
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"cell_type": "code",
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"execution_count": 81,
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"execution_count": 19,
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"metadata": {},
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"outputs": [
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{
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"velo y: [5.88, 5.88]\n",
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"\n",
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"velo tx: [-0.0908, -0.0908]\n",
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"velo ty: [0.00703, 0.00703]\n"
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"velo ty: [0.00703, 0.00703]\n",
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"percentage of e with shared tracks: 0.0445\n"
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]
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}
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],
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"print(\"velo y: \" ,shared[idx,:,\"velo_track_y\"])\n",
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"\n",
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"print(\"\\nvelo tx: \" ,shared[idx,:,\"velo_track_tx\"])\n",
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"print(\"velo ty: \" ,shared[idx,:,\"velo_track_ty\"])"
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"print(\"velo ty: \" ,shared[idx,:,\"velo_track_ty\"])\n",
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"\n",
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"\n",
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"\n",
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"print(\"percentage of e with shared tracks: \", np.round((ak.num(shared,axis=0)*2)/(ak.num(both,axis=0))*100,4))"
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]
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},
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{
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"print(\"velo y: \" ,psb[idx,:,\"velo_track_y\"])\n",
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"\n",
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"print(\"\\nvelo tx: \" ,psb[idx,:,\"velo_track_tx\"])\n",
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"print(\"velo ty: \" ,psb[idx,:,\"velo_track_ty\"])"
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"print(\"velo ty: \" ,psb[idx,:,\"velo_track_ty\"])\n",
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"\n"
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]
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},
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{
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},
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{
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"cell_type": "code",
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"execution_count": 83,
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"execution_count": 28,
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"metadata": {},
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"outputs": [
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{
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"velo y: [-24.4, -24.4]\n",
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"\n",
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"velo tx: [-0.0234, -0.0234]\n",
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"velo ty: [-0.028, -0.028]\n"
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"velo ty: [-0.028, -0.028]\n",
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"percentage of e with shared tracks: 5.59\n"
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]
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}
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],
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"print(\"velo y: \" ,cshared[idx,:,\"velo_track_y\"])\n",
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"\n",
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"print(\"\\nvelo tx: \" ,cshared[idx,:,\"velo_track_tx\"])\n",
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"print(\"velo ty: \" ,cshared[idx,:,\"velo_track_ty\"])"
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"print(\"velo ty: \" ,cshared[idx,:,\"velo_track_ty\"])\n",
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"\n",
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"print(\"percentage of e with shared tracks: \", np.round((ak.num(cshared,axis=0)*2)/(ak.num(conv,axis=0))*100,4))\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 29,
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"metadata": {},
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"outputs": [],
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"source": []
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"outputs": [
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{
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"data": {
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"text/plain": [
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"34025"
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]
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},
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"execution_count": 29,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"ak.num(conv,axis=0)"
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]
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},
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{
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"cell_type": "code",
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Reference in New Issue
Block a user