Spaces:
Build error
Build error
File size: 9,043 Bytes
b438494 7dfa00b b438494 7dfa00b b438494 7dfa00b b438494 7dfa00b b438494 0ec76d2 b438494 7dfa00b b438494 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 | import streamlit as st
import requests
from dotenv import load_dotenv
import os
import pandas as pd
import pandas._libs.tslibs.parsing
import time
import chardet
from helper.telemetry import collect_telemetry
from helper.upload_File import uploadFile
from helper.button_behaviour import hide_button
from helper.initialize_analyze_session import initialize_analyze_session
from pymongo import MongoClient
from helper.data_field import data_field
from helper.upload_response import upload_response
import json
class Seo:
def __init__(self, model_url):
self.uploaded_files = []
self.file_dict = {}
self.model_url = model_url
#self.analyst_name = analyst_name
#self.data_src = data_src
#self.analyst_description = analyst_description
self.initialize()
self.row1()
def initialize(self):
# FOR ENV
load_dotenv()
# AGENT NAME
#st.header(self.analyst_name)
# EVALUATION FORM LINK
'''url = os.getenv('Link')
st.write('Evaluation Form: [Link](%s)' % url)
# RETURN BUTTON
try:
if st.button("Return", type='primary'):
st.switch_page("./pages/home.py")
except Exception:
pass'''
def request_model(self, payload_txt, headers):
response = requests.post(self.model_url, json=payload_txt, headers=headers)
response.raise_for_status()
output = response.json()
#st.write(output)
text = output["outputs"][0]["outputs"][0]["results"]["text"]["data"]["text"]
text = json.loads(text)
#st.write(text)
return text
def fetch_backlinks(self, data_field):
mongodb_uri = os.getenv("MONGODB_URI")
myclient = MongoClient(mongodb_uri)
mydb = myclient.get_database()
mycol = mydb["df_data"]
x = mycol.find_one({"data_field": data_field})
x = x["result"]['question']
return x
def fetch_data(self, data_field):
mongodb_uri = os.getenv("MONGODB_URI")
myclient = MongoClient(mongodb_uri)
mydb = myclient.get_database()
mycol = mydb["df_data"]
# Sort by timestamp field in descending order
x = mycol.find_one(
{"data_field": data_field},
sort=[("timestamp", -1)]
)
x = x["result"]
return x
def detect_encoding(self, uploaded_file):
result = chardet.detect(uploaded_file.read(100000))
uploaded_file.seek(0) # Reset file pointer to the beginning
return result['encoding']
def keyword_ranking(self, df_seo):
keyword_ranking = df_seo
st.session_state['keyword_ranking'] = keyword_ranking
keywords_ranking_sorted = keyword_ranking.sort_values("Position", ascending=True)
keywords_ranking_top_10 = keywords_ranking_sorted[keywords_ranking_sorted["Position"] <= 10].shape[0]
keywords_ranking_top_100 = keywords_ranking_sorted[keywords_ranking_sorted["Position"] <= 100].shape[0]
keyword_ranking = {
'Keyword_top_10': keywords_ranking_top_10,
'Keyword_top_100': keywords_ranking_top_100
}
st.session_state['keyword_ranking'] = keyword_ranking
def traffic_files(self, df_traffic):
traffic_channels = df_traffic
try:
traffic_channels.rename(columns={traffic_channels.columns[0]: 'date'}, inplace=True)
traffic_channels['date'] = pd.to_datetime(traffic_channels['date'], format='mixed')
except pandas._libs.tslibs.parsing.DateParseError:
pass
traffic_channels_sort = traffic_channels.sort_values("date", ascending=False)
organic_traffic = traffic_channels_sort['Organic Search'].values[0]
paid_traffic = traffic_channels_sort['Paid Search'].values[0]
direct_traffic = traffic_channels_sort['Direct'].values[0]
referral_traffic = traffic_channels_sort['Referral'].values[0]
st.session_state['organic_traffic'] = organic_traffic
st.session_state['paid_traffic'] = paid_traffic
st.session_state['direct_traffic'] = direct_traffic
st.session_state['referral_traffic'] = referral_traffic
def ga4_traffic(self, others):
st.session_state['others'] = others
ga4_paid_social = others['Sessions'].values[0]
ga4_organic_traffic = others['Sessions'].values[4]
ga4_direct_traffic = others['Sessions'].values[2]
ga4_referral_traffic = others['Sessions'].values[3]
st.session_state['ga4_paid_social'] = ga4_paid_social
st.session_state['ga4_organic_traffic'] = ga4_organic_traffic
st.session_state['ga4_direct_traffic'] = ga4_direct_traffic
st.session_state['ga4_referral_traffic'] = ga4_referral_traffic
def delete_sessions(self):
try:
del st.session_state['df_traffic']
del st.session_state['others']
del st.session_state['df_seo']
del st.session_state['keyword_ranking']
del st.session_state['ga4_paid_social']
del st.session_state['ga4_organic_traffic']
del st.session_state['ga4_direct_traffic']
del st.session_state['ga4_referral_traffic']
del st.session_state['organic_traffic']
del st.session_state['paid_traffic']
del st.session_state['direct_traffic']
del st.session_state['referral_traffic']
except KeyError:
pass
def process (self):
with st.spinner('Seo Analyst...', show_time=True):
st.write('')
headers = {"Content-Type": "application/json", "x-api-key": f"{os.getenv('x-api-key')}"}
try:
payload_txt = {"input_value": self.payload, "output_type": "text", "input_type": "chat"}
payload_txt_model = self.request_model(payload_txt, headers)
debug_info = {'data_field' : 'SEO Analyst', 'result': payload_txt_model}
upload_response(debug_info)
st.session_state['bounce_rate'] = ''
st.session_state['pages_index'] = ''
st.session_state['others'] = ''
st.session_state['df_traffic'] = ''
st.session_state['df_seo'] = ''
count = 0
except Exception as e:
pass
st.session_state['analyzing'] = False
def row1(self):
st.session_state['analyzing'] = False
#st.write("") # FOR THE HIDE BUTTON
#analyze_button = st.button("Analyze", disabled=initialize_analyze_session())
self.payload = ""
count = 0
try:
session_traffic_aqcuisition = st.session_state['df_seo']
if session_traffic_aqcuisition == 'uploaded':
count += 1
self.payload += self.fetch_data("SEO Keywords")
except Exception as e:
pass
try:
session_traffic_channels = st.session_state['df_traffic']
if session_traffic_channels == 'uploaded':
count += 1
self.payload += self.fetch_data("Traffic Channels")
except Exception as e:
pass
try:
session_others = st.session_state['others']
if session_others == 'uploaded':
count += 1
self.payload += self.fetch_data("Traffic Acquisition")
except Exception as e:
pass
try:
session_page_index = st.session_state['pages_index']
if session_page_index == 'uploaded':
count += 1
self.payload += self.fetch_data("Pages Indexed")
except Exception as e:
pass
try:
session_bounce_rate = st.session_state['bounce_rate']
if session_bounce_rate == 'uploaded':
count += 1
self.payload += self.fetch_data("Bounce Rate")
except Exception as e:
pass
try:
session_backlinks = st.session_state["off_page_file_uploaded"]
if session_backlinks == 'uploaded':
count += 1
self.payload += self.fetch_backlinks("Backlinks")
except Exception as e:
pass
if count >= 1:
self.process()
if __name__ == "__main__":
st.set_page_config(layout="wide")
upload = uploadFile()
|