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extract_college_detail.py
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extract_college_detail.py
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from collections import defaultdict
import json
from flask import Flask, request, make_response, jsonify
import numpy as np
import pandas as pd
import requests
import random
import re
from reply_gen import *
def college_func(session, cid, detail, college_table):
row = college_table.loc[college_table.cid == cid]
college_name = row["name"].values[0]
possible_chips = list(["about", "contact", "address", "reviews", "photos"])
if detail in possible_chips:
possible_chips.remove(detail)
chips = random.sample(possible_chips, 3)
if detail == "about":
prgh = "" # Paragraph
if str(row.year_of_establishment.values[0]) != "nan":
prgh = college_name + " was established in " + str(int((row.year_of_establishment.values[0]))) + ". "
if str(row.management_type.values[0]) != "nan":
prgh += "This college is " + str(row.management_type.values[0]) + ". "
if str(row.area.values[0]) != "nan":
prgh += "It has " + str(row.area.values[0]) + " acres of land."
columns = list(filter(lambda x: str(row[x].values[0]) == "True", row.columns))
if len(columns)>0:
prgh += " College contains major facilities like "
for element in columns[:-1]:
element = str(element).replace("_"," ")
prgh += element + ", "
prgh += str(columns[-1]).replace("_"," ") + "."
if prgh == "":
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"Sorry, I can\'t help you with this for {college_name}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips , "type": "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText":json_str}))
else:
#json
json_dic = {
'cid' : cid,
'messages' : [
{'data': prgh, 'type': 'text'},
{'data': anything_else(), 'type' : 'text'},
{'data': chips, 'type' : 'chips'}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText":json_str}))
elif detail in ["photos","reviews"]:
if str(row.place_id.values[0]) == "nan" or (row.place_id.values[0]) == "" :
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"Sorry, I do not have any {detail} for {college_name}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText":json_str}))
else:
url = "https://maps.googleapis.com/maps/api/place/details/json"
querystring = {"key":"AIzaSyAO7ow2BD4c3BmFonOUjVshoAgf_P5ZhYo","placeid":str(row.place_id.values[0])}
headers = {
"cache-control": "no-cache",
"postman-token": "fe1605ac-5a86-7b9f-4074-ca50dc58dbc5"
}
response = requests.request("POST", url, headers=headers, params=querystring)
response = response.json()
if detail == "photos":
photos_json_list = response["result"]["photos"]
photos_url_list = []
for photo_json in photos_json_list:
ref = photo_json["photo_reference"]
photos_url_list.append(f"https://maps.googleapis.com/maps/api/place/photo?maxwidth=400&photoreference={ref}&key=AIzaSyAO7ow2BD4c3BmFonOUjVshoAgf_P5ZhYo")
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data" : f"Here are some photos for {college_name}", "type" : "text"},
{"data" : photos_url_list, "type" : "photos"},
{"data" : anything_else(), "type" : "text"},
{"data" : chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText":json_str}))
else:
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data" : f"Here are reviews for {college_name}", "type" : "text"},
{"data" : response["result"]["reviews"], "type" : "reviews"},
{"data" : anything_else(), "type" : "text"},
{"data" : chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
elif detail == "address":
if str(row.place_id.values[0]) == "nan":
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": detail_gen("Address",college_name, str(row.address.values[0])), "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
else:
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": detail_gen("Address",college_name, row.address.values[0]), "type" : "text"},
{"data": {
"lat": row.lat.values[0],
"lng": row.lng.values[0]
},
"type" : "map"
},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
elif detail == "contact":
if str(row.website.values[0]) == "nan" and str(row.phone.values[0]) == "nan":
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"Sorry, I don\'t have any {detail} for {college_name}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
else:
if str(row.website.values[0]) == "nan":
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"You can contact {college_name} at {row.phone.values[0]}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
elif str(row.phone.values[0]) == "nan":
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"You can find {college_name} at {row.website.values[0]}", "type" : "text"},
{"data": "Anything else I can do for you?", "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
else:
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"I found these contact details for {college_name}\nPhone: {row.phone.values[0]}\nWebsite: {row.website.values[0]}", "type" : "text"},
{"data": "Anything else I can do for you?", "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
else:
val = str(row[f'{detail}'].values[0])
if val == "nan":
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"Sorry, I don\'t have any {detail} for {college_name}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
elif val == 'True':
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"As much as I remember {detail} is there in {college_name}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
elif val == "False":
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"As much as I remember {detail} is not there in {college_name}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))
else:
#json
json_dic = {
"cid" : cid,
"messages" : [
{"data": f"{detail} for {college_name} is {val}", "type" : "text"},
{"data": anything_else(), "type" : "text"},
{"data": chips, "type" : "chips"}
]
}
json_str = json.dumps(json_dic)
return make_response(jsonify({"fulfillmentText" : json_str}))