diff --git a/electron_lost_found.ipynb b/electron_lost_found.ipynb
index 5ee4cc1..181d4a6 100644
--- a/electron_lost_found.ipynb
+++ b/electron_lost_found.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -21,7 +21,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -39,44 +39,9 @@
},
{
"cell_type": "code",
- "execution_count": 143,
+ "execution_count": 21,
"metadata": {},
- "outputs": [
- {
- "data": {
- "text/html": [
- "
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- " [-1.4e+03, -1.45e+03, -1.5e+03, -1.54e+03, ..., -2.4e+03, -2.45e+03, -2.5e+03],\n",
- " [-148, -148, -149, -150, -156, -156, ..., -157, -158, -164, -164, -165, -166],\n",
- " [21.7, 23, 24.2, 25.4, 34, 35.3, 36.6, 37.9, 46.9, 48.2, 49.6, 50.9],\n",
- " [249, 250, 250, 250, 252, 252, 252, 252, 253, 253, 253, 254],\n",
- " [-134, -139, -145, -151, -191, -197, -203, -209, -251, -258, -264, -270],\n",
- " [213, 217, 220, 223, 244, 247, 250, 253, 275, 278, 282, 285],\n",
- " [1.17e+03, 1.19e+03, 1.21e+03, 1.23e+03, ..., 1.53e+03, 1.55e+03, 1.57e+03],\n",
- " [-135, -142, -149, -156, -207, -214, ..., -229, -229, -281, -289, -297, -304],\n",
- " [456, 460, 465, 469, 500, 504, 509, 514, 544, 549, 553, 558, 558],\n",
- " ...,\n",
- " [616, 629, 642, 655, 745, 758, 772, 785, 785, 878, 891, 905, 919],\n",
- " [-266, -267, -268, -269, -277, -277, ..., -279, -280, -287, -288, -289, -290],\n",
- " [-76.4, -73.2, -69.9, -66.6, -43.8, ..., -36.8, -33.3, -8.97, -5.34, -1.68],\n",
- " [-92, -90.5, -88.9, -87.3, -75.7, ..., -70.3, -57.5, -55.5, -53.6, -51.6],\n",
- " [-518, -527, -536, -545, -608, -617, -627, -636, -700, -710, -719, -729],\n",
- " [510, 517, 523, 576, 583, 583, 590, 597, 643, 650, 657],\n",
- " [1.2e+03, 1.21e+03, 1.21e+03, 1.22e+03, ..., 1.35e+03, 1.36e+03, 1.37e+03],\n",
- " [-1.33e+03, -1.33e+03, -1.34e+03, ..., -1.39e+03, -1.39e+03, -1.4e+03],\n",
- " [-1.27e+03, -1.29e+03, -1.32e+03, ..., -1.72e+03, -1.74e+03, -1.76e+03]]\n",
- "--------------------------------------------------------------------------------\n",
- "type: 9489 * var * float32
"
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 143,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
+ "outputs": [],
"source": [
"#lost\n",
"l_eph = lost[\"brem_photons_pe\"]\n",
@@ -90,19 +55,27 @@
"ak.nan_to_num(f_eph)\n",
"f_pT = tracked[\"pt\"]\n",
"f_sci_x = tracked[\"scifi_hit_pos_x\"]\n",
- "ak.nan_to_num(f_sci_x)"
+ "ak.nan_to_num(f_sci_x)\n",
+ "\n",
+ "l_sci_x, l_pT = ak.broadcast_arrays(l_sci_x, l_pT)\n",
+ "f_sci_x, f_pT = ak.broadcast_arrays(f_sci_x, f_pT)\n",
+ "\n",
+ "l_sci_x = ak.to_numpy(ak.flatten(l_sci_x))\n",
+ "l_pT = ak.to_numpy(ak.flatten(l_pT))\n",
+ "f_sci_x = ak.to_numpy(ak.flatten(f_sci_x))\n",
+ "f_pT = ak.to_numpy(ak.flatten(f_pT))"
]
},
{
"cell_type": "code",
- "execution_count": 151,
+ "execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
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