From c36fe6586263fd079959775cc8be43cc5dd990c0 Mon Sep 17 00:00:00 2001
From: Tim Green <tgreen@singlestore.com>
Date: Mon, 8 Jul 2024 13:28:23 +0200
Subject: [PATCH] fix execution count

---
 .../working-with-vector-data/notebook.ipynb   | 182 +++++++++---------
 resources/nb-check.py                         |   6 +
 2 files changed, 97 insertions(+), 91 deletions(-)

diff --git a/notebooks/working-with-vector-data/notebook.ipynb b/notebooks/working-with-vector-data/notebook.ipynb
index 127e1639..f02ae629 100644
--- a/notebooks/working-with-vector-data/notebook.ipynb
+++ b/notebooks/working-with-vector-data/notebook.ipynb
@@ -170,7 +170,7 @@
           "data": {
             "text/plain": "[array([0.94529617, 0.5391597 , 0.3666218 , 0.27040002, 0.33434793,\n        0.81942284, 0.7387169 , 0.0188459 , 0.07248586, 0.5413058 ],\n       dtype=float32),\n array([0.39620587, 0.56646174, 0.09738464, 0.6073699 , 0.86925113,\n        0.40876037, 0.17535466, 0.5120548 , 0.03570552, 0.842908  ],\n       dtype=float32),\n array([0.10918448, 0.43081337, 0.03388631, 0.55986017, 0.80183506,\n        0.6763027 , 0.25283858, 0.41930103, 0.7678156 , 0.13405219],\n       dtype=float32)]"
           },
-          "execution_count": 21,
+          "execution_count": 6,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -194,7 +194,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 6,
+      "execution_count": 7,
       "id": "c72202fa-3a15-42a0-83f2-2650a6d5faa6",
       "metadata": {},
       "outputs": [
@@ -202,7 +202,7 @@
           "data": {
             "text/plain": "[[0.9452961683273315,\n  0.5391597151756287,\n  0.36662179231643677,\n  0.2704000174999237,\n  0.3343479335308075,\n  0.8194228410720825,\n  0.7387169003486633,\n  0.018845897167921066,\n  0.07248586416244507,\n  0.5413057804107666],\n [0.396205872297287,\n  0.5664617419242859,\n  0.09738463908433914,\n  0.6073698997497559,\n  0.8692511320114136,\n  0.4087603688240051,\n  0.17535465955734253,\n  0.5120548009872437,\n  0.03570551797747612,\n  0.8429080247879028],\n [0.10918448120355606,\n  0.43081337213516235,\n  0.03388631343841553,\n  0.5598601698875427,\n  0.8018350601196289,\n  0.6763026714324951,\n  0.2528385818004608,\n  0.41930103302001953,\n  0.7678155899047852,\n  0.13405218720436096]]"
           },
-          "execution_count": 22,
+          "execution_count": 8,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -235,7 +235,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 7,
+      "execution_count": 9,
       "id": "35cd7e37-d05f-424f-98c7-ae61958c42d5",
       "metadata": {},
       "outputs": [],
@@ -269,7 +269,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 8,
+      "execution_count": 10,
       "id": "5fa23885-106d-4b37-ade2-d7b6e6c8b593",
       "metadata": {},
       "outputs": [],
@@ -288,7 +288,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 9,
+      "execution_count": 11,
       "id": "9fcdb1ce-254b-4420-815e-76cb2199ac05",
       "metadata": {},
       "outputs": [
@@ -296,7 +296,7 @@
           "data": {
             "text/plain": "[array([0.94529617, 0.5391597 , 0.3666218 , 0.27040002, 0.33434793,\n        0.81942284, 0.7387169 , 0.0188459 , 0.07248586, 0.5413058 ],\n       dtype=float32),\n array([0.39620587, 0.56646174, 0.09738464, 0.6073699 , 0.86925113,\n        0.40876037, 0.17535466, 0.5120548 , 0.03570552, 0.842908  ],\n       dtype=float32),\n array([0.10918448, 0.43081337, 0.03388631, 0.55986017, 0.80183506,\n        0.6763027 , 0.25283858, 0.41930103, 0.7678156 , 0.13405219],\n       dtype=float32)]"
           },
-          "execution_count": 25,
+          "execution_count": 12,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -316,7 +316,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 10,
+      "execution_count": 13,
       "id": "b55d0954-9e8c-468b-b1da-019a3adf4fd2",
       "metadata": {},
       "outputs": [
@@ -324,7 +324,7 @@
           "data": {
             "text/plain": "1000"
           },
-          "execution_count": 26,
+          "execution_count": 14,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -345,7 +345,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 11,
+      "execution_count": 15,
       "id": "218071ef-0742-460b-b0a4-b079970ae568",
       "metadata": {},
       "outputs": [
@@ -353,7 +353,7 @@
           "data": {
             "text/plain": "5"
           },
-          "execution_count": 27,
+          "execution_count": 16,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -373,7 +373,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 12,
+      "execution_count": 17,
       "id": "52bfac93-5503-4144-8700-95db21f13897",
       "metadata": {},
       "outputs": [
@@ -381,7 +381,7 @@
           "data": {
             "text/plain": "[array([0.7970012 , 0.34688511, 0.14492278, 0.73332036, 0.37237272,\n        0.15225586, 0.26400378, 0.1706023 , 0.2066024 , 0.2986435 ],\n       dtype=float32),\n array([0.15736586, 0.7116634 , 0.55218774, 0.8527479 , 0.8662606 ,\n        0.21808125, 0.19137949, 0.19946271, 0.31750116, 0.4048979 ],\n       dtype=float32),\n array([0.329683  , 0.7214109 , 0.48456433, 0.6002015 , 0.4030805 ,\n        0.32164323, 0.02634622, 0.10913838, 0.13508031, 0.33974582],\n       dtype=float32),\n array([0.35889304, 0.37261793, 0.22267127, 0.57628405, 0.10873934,\n        0.66360027, 0.67708856, 0.69097304, 0.8924684 , 0.07560002],\n       dtype=float32),\n array([0.46105748, 0.24171682, 0.3059963 , 0.95824414, 0.33805165,\n        0.30686185, 0.89336896, 0.70329565, 0.45199844, 0.6623023 ],\n       dtype=float32)]"
           },
-          "execution_count": 28,
+          "execution_count": 18,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -413,7 +413,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 13,
+      "execution_count": 19,
       "id": "5707a569-4361-4d69-a078-5c71bb547dce",
       "metadata": {},
       "outputs": [],
@@ -423,7 +423,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 14,
+      "execution_count": 20,
       "id": "a0777da4-daba-4b06-8fb6-c7fcc30dcc25",
       "metadata": {},
       "outputs": [
@@ -431,7 +431,7 @@
           "data": {
             "text/plain": "[b'\\xee\\xfeq?_\\x06\\n?\\xda\\xb5\\xbb>\\xdfq\\x8a>\\xa7/\\xab>\\xb2\\xc5Q?\\x8d\\x1c=?\\xb6b\\x9a<xs\\x94=\\x04\\x93\\n?',\n b'\\x7f\\xdb\\xca>\\xa3\\x03\\x11?\\x99q\\xc7=\\x98|\\x1b?>\\x87^?\\nI\\xd1>,\\x903>\\x06\\x16\\x03?\\xf3?\\x12=\\xd2\\xc8W?',\n b'\\x1d\\x9c\\xdf=\\x92\\x93\\xdc>`\\xcc\\n=\\xffR\\x0f?\\x10EM?,\"-?\\x0ft\\x81>\\xa0\\xae\\xd6>\\x90\\x8fD?\\xfaD\\t>']"
           },
-          "execution_count": 31,
+          "execution_count": 21,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -457,7 +457,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 15,
+      "execution_count": 22,
       "id": "0a1f4d5b-50f1-4987-b8f8-613b2b6f03bd",
       "metadata": {},
       "outputs": [
@@ -465,7 +465,7 @@
           "data": {
             "text/plain": "1000"
           },
-          "execution_count": 32,
+          "execution_count": 23,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -476,7 +476,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 16,
+      "execution_count": 24,
       "id": "171acbee-c663-4073-843b-a3f83fa0a99a",
       "metadata": {},
       "outputs": [
@@ -484,7 +484,7 @@
           "data": {
             "text/plain": "5"
           },
-          "execution_count": 33,
+          "execution_count": 25,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -504,7 +504,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 17,
+      "execution_count": 26,
       "id": "63490736-c68b-49d5-8db1-8ec203c7a583",
       "metadata": {},
       "outputs": [
@@ -512,7 +512,7 @@
           "data": {
             "text/plain": "[[0.3937252461910248,\n  0.5025281310081482,\n  0.17226243019104004,\n  0.7201003432273865,\n  0.987917423248291,\n  0.36919161677360535,\n  0.03498654067516327,\n  0.7478368878364563,\n  0.34253644943237305,\n  0.33940786123275757],\n [0.761231005191803,\n  0.8932342529296875,\n  0.06776423007249832,\n  0.8769919276237488,\n  0.48779383301734924,\n  0.9544709920883179,\n  0.8270399570465088,\n  0.9150049686431885,\n  0.8350704908370972,\n  0.9739500880241394],\n [0.9656015634536743,\n  0.4987963140010834,\n  0.6006644368171692,\n  0.000701306969858706,\n  0.5339081287384033,\n  0.22828376293182373,\n  0.3365790545940399,\n  0.2838159203529358,\n  0.3415278196334839,\n  0.7082713842391968]]"
           },
-          "execution_count": 34,
+          "execution_count": 27,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -539,7 +539,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 18,
+      "execution_count": 28,
       "id": "7d715701-eba1-4868-b223-a17a6fa4b6ce",
       "metadata": {},
       "outputs": [],
@@ -571,7 +571,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 19,
+      "execution_count": 29,
       "id": "74707c74-2529-43e1-ba87-b693403b5e8d",
       "metadata": {},
       "outputs": [],
@@ -591,7 +591,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 20,
+      "execution_count": 30,
       "id": "03905527-9239-4fd7-9a9b-4c35da0b7447",
       "metadata": {},
       "outputs": [
@@ -599,7 +599,7 @@
           "data": {
             "text/plain": "<sqlalchemy.engine.cursor.CursorResult at 0x7ed3e54ea120>"
           },
-          "execution_count": 38,
+          "execution_count": 31,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -620,7 +620,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 21,
+      "execution_count": 32,
       "id": "d7b22128-188c-475e-a1cb-5c52261d8403",
       "metadata": {},
       "outputs": [],
@@ -639,7 +639,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 22,
+      "execution_count": 33,
       "id": "3391ee73-86c5-4913-b412-bf4d12fb9b68",
       "metadata": {},
       "outputs": [
@@ -647,7 +647,7 @@
           "data": {
             "text/plain": "[array([0.06707381, 0.3336899 , 0.23638362, 0.54146034, 0.21330866,\n        0.57814604, 0.7436944 , 0.21778256, 0.32921487, 0.18143076],\n       dtype=float32),\n array([0.17625922, 0.6122456 , 0.65093136, 0.680956  , 0.99456173,\n        0.785619  , 0.8397423 , 0.34446132, 0.9549833 , 0.53008443],\n       dtype=float32),\n array([0.12105445, 0.27007556, 0.33191404, 0.35239697, 0.104354  ,\n        0.560923  , 0.95614606, 0.6793355 , 0.12789273, 0.01870769],\n       dtype=float32),\n array([0.05535996, 0.13312466, 0.9434161 , 0.52270526, 0.24034844,\n        0.73964477, 0.8723515 , 0.02157358, 0.14537902, 0.8052284 ],\n       dtype=float32),\n array([0.17335513, 0.87024   , 0.11818643, 0.40915504, 0.65390265,\n        0.519701  , 0.1028851 , 0.8442223 , 0.64491796, 0.31468135],\n       dtype=float32)]"
           },
-          "execution_count": 40,
+          "execution_count": 34,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -672,7 +672,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 23,
+      "execution_count": 35,
       "id": "4a4124d1-588b-408a-9d85-dc2acd8d8f31",
       "metadata": {},
       "outputs": [],
@@ -692,7 +692,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 24,
+      "execution_count": 36,
       "id": "465ffe10-cc32-400c-adec-f4e91f25fb98",
       "metadata": {},
       "outputs": [
@@ -700,7 +700,7 @@
           "data": {
             "text/plain": "[b'\\xee\\xfeq?_\\x06\\n?\\xda\\xb5\\xbb>\\xdfq\\x8a>\\xa7/\\xab>\\xb2\\xc5Q?\\x8d\\x1c=?\\xb6b\\x9a<xs\\x94=\\x04\\x93\\n?',\n b'\\x7f\\xdb\\xca>\\xa3\\x03\\x11?\\x99q\\xc7=\\x98|\\x1b?>\\x87^?\\nI\\xd1>,\\x903>\\x06\\x16\\x03?\\xf3?\\x12=\\xd2\\xc8W?',\n b'\\x1d\\x9c\\xdf=\\x92\\x93\\xdc>`\\xcc\\n=\\xffR\\x0f?\\x10EM?,\"-?\\x0ft\\x81>\\xa0\\xae\\xd6>\\x90\\x8fD?\\xfaD\\t>']"
           },
-          "execution_count": 42,
+          "execution_count": 37,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -711,7 +711,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 25,
+      "execution_count": 38,
       "id": "97b2069f-2cd2-4af5-95cc-87637d1fc838",
       "metadata": {},
       "outputs": [
@@ -719,7 +719,7 @@
           "data": {
             "text/plain": "<sqlalchemy.engine.cursor.CursorResult at 0x7ed3e54e9e10>"
           },
-          "execution_count": 43,
+          "execution_count": 39,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -731,7 +731,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 26,
+      "execution_count": 40,
       "id": "ea364348-8b95-4835-9481-11a7bf67fce0",
       "metadata": {},
       "outputs": [],
@@ -750,7 +750,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 27,
+      "execution_count": 41,
       "id": "78b0619f-a057-4edb-a230-1e96c5b0b2e7",
       "metadata": {},
       "outputs": [
@@ -758,7 +758,7 @@
           "data": {
             "text/plain": "[[0.6067176461219788,\n  0.2106485515832901,\n  0.6345869302749634,\n  0.6352039575576782,\n  0.829525887966156,\n  0.2823314368724823,\n  0.017225714400410652,\n  0.22034095227718353,\n  0.24362443387508392,\n  0.7712428569793701],\n [0.26649677753448486,\n  0.6021978259086609,\n  0.8979067206382751,\n  0.9429398775100708,\n  0.589701771736145,\n  0.24339258670806885,\n  0.3752290904521942,\n  0.34352484345436096,\n  0.647399365901947,\n  0.19694264233112335],\n [0.6997039914131165,\n  0.08066725730895996,\n  0.19695895910263062,\n  0.08963707834482193,\n  0.3289657235145569,\n  0.8245747089385986,\n  0.782729983329773,\n  0.43013912439346313,\n  0.765410304069519,\n  0.8552709817886353]]"
           },
-          "execution_count": 45,
+          "execution_count": 42,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -783,7 +783,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 28,
+      "execution_count": 43,
       "id": "a53088c8-af5e-40f6-84b5-aa83cc81303f",
       "metadata": {},
       "outputs": [],
@@ -793,7 +793,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 29,
+      "execution_count": 44,
       "id": "50511825-6506-45b4-9b36-607dcee37dea",
       "metadata": {},
       "outputs": [],
@@ -821,7 +821,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 30,
+      "execution_count": 45,
       "id": "7f871623-9176-4865-97f4-5e89cf7c3a70",
       "metadata": {},
       "outputs": [
@@ -830,7 +830,7 @@
             "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>vec_f32</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[0.94529617, 0.5391597, 0.3666218, 0.27040002,...</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[0.39620587, 0.56646174, 0.09738464, 0.6073699...</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[0.10918448, 0.43081337, 0.033886313, 0.559860...</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>[0.027094776, 0.03226529, 0.49422556, 0.171387...</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>[0.65606296, 0.022113293, 0.57438064, 0.867151...</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
             "text/plain": "                                             vec_f32\n0  [0.94529617, 0.5391597, 0.3666218, 0.27040002,...\n1  [0.39620587, 0.56646174, 0.09738464, 0.6073699...\n2  [0.10918448, 0.43081337, 0.033886313, 0.559860...\n3  [0.027094776, 0.03226529, 0.49422556, 0.171387...\n4  [0.65606296, 0.022113293, 0.57438064, 0.867151..."
           },
-          "execution_count": 48,
+          "execution_count": 46,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -852,7 +852,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 31,
+      "execution_count": 47,
       "id": "1a853637-f29e-434a-9dd4-d2fb92bc4597",
       "metadata": {},
       "outputs": [
@@ -860,7 +860,7 @@
           "data": {
             "text/plain": "1000"
           },
-          "execution_count": 49,
+          "execution_count": 48,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -881,7 +881,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 32,
+      "execution_count": 49,
       "id": "a75c5726-0ee7-4876-aac7-e71dc9752eae",
       "metadata": {},
       "outputs": [
@@ -911,7 +911,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 33,
+      "execution_count": 51,
       "id": "48b56238-b251-479f-9d1f-271f46a7111e",
       "metadata": {},
       "outputs": [],
@@ -921,7 +921,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 34,
+      "execution_count": 52,
       "id": "c4e77d6b-a93c-47d2-89ce-b1c502950c71",
       "metadata": {},
       "outputs": [
@@ -930,7 +930,7 @@
             "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>vec_f32</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[0.01576937, 0.84008086, 0.40135244, 0.7519893...</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[0.4305454, 0.26922098, 0.76273954, 0.4918053,...</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[0.6721296, 0.8615232, 0.20488219, 0.6555235, ...</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
             "text/plain": "                                             vec_f32\n0  [0.01576937, 0.84008086, 0.40135244, 0.7519893...\n1  [0.4305454, 0.26922098, 0.76273954, 0.4918053,...\n2  [0.6721296, 0.8615232, 0.20488219, 0.6555235, ..."
           },
-          "execution_count": 52,
+          "execution_count": 53,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -953,7 +953,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 35,
+      "execution_count": 54,
       "id": "43187411-efe0-465d-b6dd-a167534f6823",
       "metadata": {},
       "outputs": [],
@@ -972,7 +972,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 36,
+      "execution_count": 55,
       "id": "1ed1b6c2-3c79-42b9-a671-41b2828c4c31",
       "metadata": {},
       "outputs": [
@@ -981,7 +981,7 @@
             "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>vec_f32</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[0.9452961683273315, 0.5391597151756287, 0.366...</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[0.396205872297287, 0.5664617419242859, 0.0973...</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[0.10918448120355606, 0.43081337213516235, 0.0...</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
             "text/plain": "                                             vec_f32\n0  [0.9452961683273315, 0.5391597151756287, 0.366...\n1  [0.396205872297287, 0.5664617419242859, 0.0973...\n2  [0.10918448120355606, 0.43081337213516235, 0.0..."
           },
-          "execution_count": 54,
+          "execution_count": 56,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1003,7 +1003,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 37,
+      "execution_count": 57,
       "id": "3cb1b6e1-a732-4a2f-a751-095d6727e6ae",
       "metadata": {},
       "outputs": [
@@ -1011,7 +1011,7 @@
           "data": {
             "text/plain": "'<10f'"
           },
-          "execution_count": 55,
+          "execution_count": 58,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1022,7 +1022,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 38,
+      "execution_count": 59,
       "id": "6cdaafa5-7406-488b-a780-744f23b5c0e4",
       "metadata": {},
       "outputs": [],
@@ -1032,7 +1032,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 39,
+      "execution_count": 60,
       "id": "af739340-e5fd-482a-96c8-5eedf8202f1c",
       "metadata": {},
       "outputs": [
@@ -1040,7 +1040,7 @@
           "data": {
             "text/plain": "0    b'\\xee\\xfeq?_\\x06\\n?\\xda\\xb5\\xbb>\\xdfq\\x8a>\\xa...\n1    b'\\x7f\\xdb\\xca>\\xa3\\x03\\x11?\\x99q\\xc7=\\x98|\\x1...\n2    b'\\x1d\\x9c\\xdf=\\x92\\x93\\xdc>`\\xcc\\n=\\xffR\\x0f?...\nName: vec_f32, dtype: object"
           },
-          "execution_count": 57,
+          "execution_count": 61,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1060,7 +1060,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 40,
+      "execution_count": 62,
       "id": "49dde7bd-9823-4c55-8f34-4e16643e6b8e",
       "metadata": {},
       "outputs": [
@@ -1068,7 +1068,7 @@
           "data": {
             "text/plain": "1000"
           },
-          "execution_count": 58,
+          "execution_count": 63,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1079,7 +1079,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 41,
+      "execution_count": 64,
       "id": "137a7f8e-d713-4179-bcad-66f194d1f839",
       "metadata": {},
       "outputs": [
@@ -1088,7 +1088,7 @@
             "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>vec_f32</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>b'&gt;kS?;\\xec\\x8b&gt;0\\xe5\\x19?\\r\\xddF?\\xf2\\x044?u\\...</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>b'\\xedJ[=\\xbfq\\xce=G#\\xa4&lt;\\xcbV\\xe3=\\xeb:;?\\xa...</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>b'\\x0e\\x08n&gt;\\xe8\\xb2\\x98&gt;\\x10\\x133&gt;\\xd4\\xf7\\x1...</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
             "text/plain": "                                             vec_f32\n0  b'>kS?;\\xec\\x8b>0\\xe5\\x19?\\r\\xddF?\\xf2\\x044?u\\...\n1  b'\\xedJ[=\\xbfq\\xce=G#\\xa4<\\xcbV\\xe3=\\xeb:;?\\xa...\n2  b'\\x0e\\x08n>\\xe8\\xb2\\x98>\\x10\\x133>\\xd4\\xf7\\x1..."
           },
-          "execution_count": 59,
+          "execution_count": 65,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1109,7 +1109,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 42,
+      "execution_count": 66,
       "id": "a60f967c-c8fe-4ad9-a11f-25f5fb35ce69",
       "metadata": {},
       "outputs": [],
@@ -1119,7 +1119,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 43,
+      "execution_count": 67,
       "id": "2924f8b8-f543-4a2f-90c8-8e6e5c15275d",
       "metadata": {},
       "outputs": [
@@ -1128,7 +1128,7 @@
             "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>vec_f32</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[0.8258551359176636, 0.2732866704463959, 0.601...</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[0.0535382516682148, 0.10080289095640182, 0.02...</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[0.2324526011943817, 0.29823994636535645, 0.17...</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
             "text/plain": "                                             vec_f32\n0  [0.8258551359176636, 0.2732866704463959, 0.601...\n1  [0.0535382516682148, 0.10080289095640182, 0.02...\n2  [0.2324526011943817, 0.29823994636535645, 0.17..."
           },
-          "execution_count": 61,
+          "execution_count": 68,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1153,7 +1153,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 44,
+      "execution_count": 69,
       "id": "5f13939e-2254-4956-9537-315f1dde1b63",
       "metadata": {},
       "outputs": [],
@@ -1177,7 +1177,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 45,
+      "execution_count": 70,
       "id": "f6781046-e636-4495-8a99-e035db8988aa",
       "metadata": {},
       "outputs": [
@@ -1185,7 +1185,7 @@
           "data": {
             "text/plain": "'eefe713f5f060a3fdab5bb3edf718a3ea72fab3eb2c5513f8d1c3d3fb6629a3c7873943d04930a3f'"
           },
-          "execution_count": 63,
+          "execution_count": 71,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1197,7 +1197,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 46,
+      "execution_count": 72,
       "id": "957f98e1-c3d5-4e7c-b43a-5583cdff045e",
       "metadata": {},
       "outputs": [
@@ -1205,7 +1205,7 @@
           "data": {
             "text/plain": "'eefe713f5f060a3fdab5bb3edf718a3ea72fab3eb2c5513f8d1c3d3fb6629a3c7873943d04930a3f'"
           },
-          "execution_count": 64,
+          "execution_count": 73,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1229,7 +1229,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 47,
+      "execution_count": 74,
       "id": "e269be32-5b56-4e19-baed-6420d6fd4bfb",
       "metadata": {},
       "outputs": [
@@ -1237,7 +1237,7 @@
           "data": {
             "text/plain": "[\"(X'eefe713f5f060a3fdab5bb3edf718a3ea72fab3eb2c5513f8d1c3d3fb6629a3c7873943d04930a3f')\",\n \"(X'7fdbca3ea303113f9971c73d987c1b3f3e875e3f0a49d13e2c90333e0616033ff33f123dd2c8573f')\",\n \"(X'1d9cdf3d9293dc3e60cc0a3dff520f3f10454d3f2c222d3f0f74813ea0aed63e908f443ffa44093e')\"]"
           },
-          "execution_count": 65,
+          "execution_count": 75,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1249,7 +1249,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 48,
+      "execution_count": 76,
       "id": "bd51d277-eec1-4787-b9b9-7a943f3eea0c",
       "metadata": {},
       "outputs": [
@@ -1258,7 +1258,7 @@
             "text/html": "<table>\n    <thead>\n        <tr>\n        </tr>\n    </thead>\n    <tbody>\n    </tbody>\n</table>",
             "text/plain": "++\n||\n++\n++"
           },
-          "execution_count": 66,
+          "execution_count": 77,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1279,7 +1279,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 49,
+      "execution_count": 78,
       "id": "8a9ce43b-2ebc-4c9a-8898-afacaff13df9",
       "metadata": {},
       "outputs": [],
@@ -1290,7 +1290,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 50,
+      "execution_count": 79,
       "id": "b10b2f71-02fd-4630-8ae0-7845a8385934",
       "metadata": {},
       "outputs": [
@@ -1299,7 +1299,7 @@
             "text/html": "<table>\n    <thead>\n        <tr>\n            <th>vec_f32</th>\n        </tr>\n    </thead>\n    <tbody>\n        <tr>\n            <td>b'\\xfe\\xd7@?\\xecr\\xec>\\xbdW1?\\xbb_\\xcb>\\x88\\xb9\\xf4>\\x04G\\xaa>#d\\xf3=\\x07\\xb5\\xcb>\\xcd\\xd7&?{Es?'</td>\n        </tr>\n        <tr>\n            <td>b'\\x0e\\x08n>\\xe8\\xb2\\x98>\\x10\\x133>\\xd4\\xf7\\x1b?Q$-?t\\x11\\xfa>,}S?\\xa8\\x14k;\\x1a\\xf8h>\\xf8\\xbc-?'</td>\n        </tr>\n        <tr>\n            <td>b'1~\\x01>\\xb7>/?\\xd3\\x10\\x1f?Z\\xcc\\x05=>X\\xa8>\\x01\\r\\x1b>Q\\xf1\\xc3>/-\\xab=\\xea\\x9c6?\\xbc\\xd6|?'</td>\n        </tr>\n        <tr>\n            <td>b'\\xe3\\x02\\xba=zz)?<\\xa33?\\x15\\x03\\x14>\\x99\\x97\\x19?(\\x13#?!\\xe9\\xe9>\\xba#i?\\xdc\\xe1y?\\xe1\\xc1)?'</td>\n        </tr>\n        <tr>\n            <td>b'\\x8c\\x86\\x12?\\xc3+h?\\xba?=<\\xa45\\xda>\\xb5\\xf2\\r?\\xdb\\xa8\\x08?]\\x84&?\\xf2\\xd1s?\\xec\\xce\\xab>\\x10\\x19k?'</td>\n        </tr>\n    </tbody>\n</table>",
             "text/plain": "+----------------------------------------------------------------------------------------------------------+\n|                                                 vec_f32                                                  |\n+----------------------------------------------------------------------------------------------------------+\n|    b'\\xfe\\xd7@?\\xecr\\xec>\\xbdW1?\\xbb_\\xcb>\\x88\\xb9\\xf4>\\x04G\\xaa>#d\\xf3=\\x07\\xb5\\xcb>\\xcd\\xd7&?{Es?'     |\n|    b'\\x0e\\x08n>\\xe8\\xb2\\x98>\\x10\\x133>\\xd4\\xf7\\x1b?Q$-?t\\x11\\xfa>,}S?\\xa8\\x14k;\\x1a\\xf8h>\\xf8\\xbc-?'     |\n|     b'1~\\x01>\\xb7>/?\\xd3\\x10\\x1f?Z\\xcc\\x05=>X\\xa8>\\x01\\r\\x1b>Q\\xf1\\xc3>/-\\xab=\\xea\\x9c6?\\xbc\\xd6|?'      |\n|    b'\\xe3\\x02\\xba=zz)?<\\xa33?\\x15\\x03\\x14>\\x99\\x97\\x19?(\\x13#?!\\xe9\\xe9>\\xba#i?\\xdc\\xe1y?\\xe1\\xc1)?'     |\n| b'\\x8c\\x86\\x12?\\xc3+h?\\xba?=<\\xa45\\xda>\\xb5\\xf2\\r?\\xdb\\xa8\\x08?]\\x84&?\\xf2\\xd1s?\\xec\\xce\\xab>\\x10\\x19k?' |\n+----------------------------------------------------------------------------------------------------------+"
           },
-          "execution_count": 68,
+          "execution_count": 80,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1320,7 +1320,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 51,
+      "execution_count": 81,
       "id": "5b6d0c98-a016-423c-a460-aa617615bcdf",
       "metadata": {},
       "outputs": [],
@@ -1330,7 +1330,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 52,
+      "execution_count": 82,
       "id": "5a3e6552-b66c-460e-9394-04b6b1a25795",
       "metadata": {},
       "outputs": [],
@@ -1340,7 +1340,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 53,
+      "execution_count": 83,
       "id": "821ac65c-b8d5-47f5-8b14-945ed8e8d1fa",
       "metadata": {},
       "outputs": [
@@ -1349,7 +1349,7 @@
             "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>vec_f32</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[0.7532958, 0.46181428, 0.69274503, 0.39721474...</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[0.2324526, 0.29823995, 0.1748774, 0.6092503, ...</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[0.12645794, 0.6845507, 0.62135047, 0.03266558...</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
             "text/plain": "                                             vec_f32\n0  [0.7532958, 0.46181428, 0.69274503, 0.39721474...\n1  [0.2324526, 0.29823995, 0.1748774, 0.6092503, ...\n2  [0.12645794, 0.6845507, 0.62135047, 0.03266558..."
           },
-          "execution_count": 71,
+          "execution_count": 84,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1374,7 +1374,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 54,
+      "execution_count": 85,
       "id": "df5af6d1-15e1-4867-a02c-31634a65393b",
       "metadata": {},
       "outputs": [],
@@ -1384,7 +1384,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 55,
+      "execution_count": 86,
       "id": "79f06760-9039-408a-a4c2-6331947dd3e4",
       "metadata": {},
       "outputs": [
@@ -1392,7 +1392,7 @@
           "data": {
             "text/plain": "['(JSON_ARRAY_PACK(\"[0.9452961683273315, 0.5391597151756287, 0.36662179231643677, 0.2704000174999237, 0.3343479335308075, 0.8194228410720825, 0.7387169003486633, 0.018845897167921066, 0.07248586416244507, 0.5413057804107666]\"))',\n '(JSON_ARRAY_PACK(\"[0.396205872297287, 0.5664617419242859, 0.09738463908433914, 0.6073698997497559, 0.8692511320114136, 0.4087603688240051, 0.17535465955734253, 0.5120548009872437, 0.03570551797747612, 0.8429080247879028]\"))',\n '(JSON_ARRAY_PACK(\"[0.10918448120355606, 0.43081337213516235, 0.03388631343841553, 0.5598601698875427, 0.8018350601196289, 0.6763026714324951, 0.2528385818004608, 0.41930103302001953, 0.7678155899047852, 0.13405218720436096]\"))']"
           },
-          "execution_count": 73,
+          "execution_count": 87,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1404,7 +1404,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 56,
+      "execution_count": 88,
       "id": "92217c8d-f374-49a6-8fb8-f21666681f95",
       "metadata": {},
       "outputs": [
@@ -1413,7 +1413,7 @@
             "text/html": "<table>\n    <thead>\n        <tr>\n        </tr>\n    </thead>\n    <tbody>\n    </tbody>\n</table>",
             "text/plain": "++\n||\n++\n++"
           },
-          "execution_count": 74,
+          "execution_count": 89,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1434,7 +1434,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 57,
+      "execution_count": 90,
       "id": "b9aac5ba-efea-466b-82c7-12fa02174630",
       "metadata": {},
       "outputs": [],
@@ -1445,7 +1445,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 58,
+      "execution_count": 91,
       "id": "9f9e9b6e-5a25-483b-9d40-aea95a302b5f",
       "metadata": {},
       "outputs": [
@@ -1454,7 +1454,7 @@
             "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>vec_f32</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>[0.177021876, 0.717939079, 0.825487614, 0.7764...</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>[0.749338746, 0.589595854, 0.704872251, 0.9270...</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>[0.971682549, 0.574555218, 0.174982488, 0.4692...</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>[0.814588428, 0.773147047, 0.970053494, 0.9038...</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>[0.247024894, 0.828292727, 0.599695325, 0.4499...</td>\n    </tr>\n  </tbody>\n</table>\n</div>",
             "text/plain": "                                             vec_f32\n0  [0.177021876, 0.717939079, 0.825487614, 0.7764...\n1  [0.749338746, 0.589595854, 0.704872251, 0.9270...\n2  [0.971682549, 0.574555218, 0.174982488, 0.4692...\n3  [0.814588428, 0.773147047, 0.970053494, 0.9038...\n4  [0.247024894, 0.828292727, 0.599695325, 0.4499..."
           },
-          "execution_count": 76,
+          "execution_count": 92,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1466,7 +1466,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 59,
+      "execution_count": 93,
       "id": "bbfe895a-0f09-4094-a835-793329ee388e",
       "metadata": {},
       "outputs": [
@@ -1474,7 +1474,7 @@
           "data": {
             "text/plain": "[0.177021876,\n 0.717939079,\n 0.825487614,\n 0.77646929,\n 0.137723535,\n 0.358667195,\n 0.41495508,\n 0.027805429,\n 0.291372836,\n 0.413403481]"
           },
-          "execution_count": 77,
+          "execution_count": 94,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1495,7 +1495,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 60,
+      "execution_count": 95,
       "id": "b5234146-b058-4462-b5d0-516ae699efc6",
       "metadata": {},
       "outputs": [
@@ -1503,7 +1503,7 @@
           "data": {
             "text/plain": "list"
           },
-          "execution_count": 79,
+          "execution_count": 96,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -1542,7 +1542,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 61,
+      "execution_count": 97,
       "id": "8f911f36-0153-4959-828a-41e637cc9887",
       "metadata": {},
       "outputs": [],
diff --git a/resources/nb-check.py b/resources/nb-check.py
index 331a0e7f..91213698 100755
--- a/resources/nb-check.py
+++ b/resources/nb-check.py
@@ -250,6 +250,12 @@ def new_markdown_cell(cell_id: str, content: list[str]) -> dict[str, Any]:
             cell['execution_count'] = code_idx
             code_idx += 1
 
+            if 'outputs' in cell and len(cell['outputs']) > 0:
+                for output in cell['outputs']:
+                    if 'execution_count' in output:
+                        output['execution_count'] = code_idx
+                        code_idx += 1
+
     with open(f, 'w') as outfile:
         outfile.write(json.dumps(nb, indent=2))
         outfile.write('\n')