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"Added Local/Remote file directory for remote notebook execution" #9

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eb67a1e
"Added Local/Remote file directory for remote notebook execution"
GottaGitGoing Apr 21, 2022
6c7e255
"Added base for enhanced biased generator. Needs work "
GottaGitGoing Apr 22, 2022
4bda3d1
"Added itemrestrictions CSV. Need to update orderitem to reflect the …
GottaGitGoing Apr 22, 2022
8c7c177
"Added Error-Checking code for dietary restriction retriever function…
GottaGitGoing Apr 22, 2022
66dbf64
"Added baseline for customer dietary restriction and their order beha…
GottaGitGoing Apr 22, 2022
ff9d4e2
"Trying the one/by/one matching method. The loop is incomplete"
GottaGitGoing Apr 22, 2022
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57 changes: 23 additions & 34 deletions FeatureEngineering/DB_FeatureEngineering1.ipynb
100644 → 100755
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Original file line number Diff line number Diff line change
Expand Up @@ -2,10 +2,21 @@
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "756b4af0",
"execution_count": 3,
"metadata": {},
"outputs": [],
"outputs": [
{
"ename": "ModuleNotFoundError",
"evalue": "No module named 'tensorflow'",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
"\u001b[1;32m~\\AppData\\Local\\Temp/ipykernel_85224/4219686290.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[1;32mfrom\u001b[0m \u001b[0mmath\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0msqrt\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 13\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 14\u001b[1;33m \u001b[1;32mimport\u001b[0m \u001b[0mtensorflow\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0mtf\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 15\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 16\u001b[0m \u001b[1;31m# Keras specific\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
"\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'tensorflow'"
],
"output_type": "error"
}
],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
Expand All @@ -31,7 +42,6 @@
{
"cell_type": "code",
"execution_count": 2,
"id": "3dc2fae7",
"metadata": {
"scrolled": true
},
Expand All @@ -42,22 +52,25 @@
},
{
"cell_type": "code",
"execution_count": 3,
"id": "424466af",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"#load data from data files and place into panda dataframes\n",
"custOrders = pd.read_csv('data/customer_orders.csv', low_memory=False)\n",
"temp2 = pd.read_csv('data/item_ingredients.csv', low_memory=False)\n",
"\n",
"try:\n",
" custOrders = pd.read_csv('data/customer_orders.csv', low_memory=False)\n",
" temp2 = pd.read_csv('data/item_ingredients.csv', low_memory=False)\n",
"except FileNotFoundError:\n",
" c_order_url = \"https://raw.githubusercontent.com/GottaGitGoing/cs180_2/main/FeatureEngineering/data/customer_orders.csv\"\n",
" ingred_url = \"https://raw.githubusercontent.com/GottaGitGoing/cs180_2/main/FeatureEngineering/data/item_ingredients.csv\"\n",
" custOrders = pd.read_csv(c_order_url, low_memory=False)\n",
" temp2 = pd.read_csv(ingred_url, low_memory=False)\n",
"#temp2.head(10)\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "930462cc",
"metadata": {},
"outputs": [
{
Expand All @@ -82,7 +95,6 @@
{
"cell_type": "code",
"execution_count": 5,
"id": "a397d1f3",
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -123,7 +135,6 @@
{
"cell_type": "code",
"execution_count": 6,
"id": "bcb78d34",
"metadata": {
"scrolled": true
},
Expand All @@ -148,7 +159,6 @@
{
"cell_type": "code",
"execution_count": 7,
"id": "51657c7f",
"metadata": {
"scrolled": true
},
Expand Down Expand Up @@ -336,7 +346,6 @@
{
"cell_type": "code",
"execution_count": 8,
"id": "41d402ed",
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -520,7 +529,6 @@
{
"cell_type": "code",
"execution_count": 9,
"id": "1e4230cc",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -545,7 +553,6 @@
{
"cell_type": "code",
"execution_count": 10,
"id": "c1f14dd0",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -571,7 +578,6 @@
{
"cell_type": "code",
"execution_count": 11,
"id": "ee755b25",
"metadata": {
"scrolled": true
},
Expand Down Expand Up @@ -988,7 +994,6 @@
{
"cell_type": "code",
"execution_count": 12,
"id": "471ddcc9",
"metadata": {},
"outputs": [
{
Expand All @@ -1010,7 +1015,6 @@
{
"cell_type": "code",
"execution_count": 13,
"id": "69e86727",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -1037,7 +1041,6 @@
{
"cell_type": "code",
"execution_count": 14,
"id": "c1e36854",
"metadata": {
"scrolled": true
},
Expand Down Expand Up @@ -1331,7 +1334,6 @@
{
"cell_type": "code",
"execution_count": 15,
"id": "556b6059",
"metadata": {
"scrolled": true
},
Expand Down Expand Up @@ -1506,7 +1508,6 @@
{
"cell_type": "code",
"execution_count": 16,
"id": "98c25c78",
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -1555,7 +1556,6 @@
{
"cell_type": "code",
"execution_count": 17,
"id": "736b10a3",
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -1914,7 +1914,6 @@
{
"cell_type": "code",
"execution_count": 18,
"id": "85955bdd",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -1939,7 +1938,6 @@
{
"cell_type": "code",
"execution_count": 19,
"id": "a0f9ecd7",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -1953,7 +1951,6 @@
{
"cell_type": "code",
"execution_count": 20,
"id": "cf656e7d",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -1968,7 +1965,6 @@
{
"cell_type": "code",
"execution_count": 21,
"id": "eb8a4c34",
"metadata": {},
"outputs": [
{
Expand All @@ -1993,7 +1989,6 @@
{
"cell_type": "code",
"execution_count": 22,
"id": "dfb6d45e",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -2004,7 +1999,6 @@
{
"cell_type": "code",
"execution_count": 23,
"id": "4ac99c03",
"metadata": {},
"outputs": [
{
Expand All @@ -2025,7 +2019,6 @@
{
"cell_type": "code",
"execution_count": 24,
"id": "4186cf86",
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -2041,7 +2034,6 @@
{
"cell_type": "code",
"execution_count": 25,
"id": "26e33f9a",
"metadata": {
"scrolled": true
},
Expand Down Expand Up @@ -2280,7 +2272,6 @@
{
"cell_type": "code",
"execution_count": 26,
"id": "f4247c08",
"metadata": {},
"outputs": [
{
Expand All @@ -2302,7 +2293,6 @@
{
"cell_type": "code",
"execution_count": 27,
"id": "69297008",
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -2332,7 +2322,6 @@
{
"cell_type": "code",
"execution_count": null,
"id": "3aeeb1f8",
"metadata": {},
"outputs": [],
"source": []
Expand Down
22 changes: 22 additions & 0 deletions SQL/CSVs/itemrestrictions.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,22 @@
item_id,dairy,nuts,vegan,vegetarian,kosher,halal
640404923,0,0,0,0,0,0
640404963,0,0,0,0,0,0
640405025,0,0,0,0,0,0
640405058,0,1,1,1,0,0
640405085,0,0,0,0,0,0
640405112,0,0,0,0,0,0
640405172,0,0,0,0,0,0
640405355,0,0,1,1,1,1
640405371,0,0,1,1,1,1
640405380,0,0,1,1,1,1
640405389,1,1,0,0,1,1
640405395,1,1,0,0,1,1
640405399,1,1,0,0,1,1
640405296,0,0,1,1,1,1
640405307,0,0,1,1,1,1
640405315,0,0,1,1,1,1
640405323,0,0,1,1,1,1
640405331,0,0,1,1,1,1
640405339,0,0,1,1,1,1
640405347,0,0,1,1,1,1
640405348,0,0,1,1,1,1
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