add ai score to screener

app/cron_info_text.py

@@ -288,6 +288,9 @@ data = {
     'fundamentalAnalysis': {
         'text': 'Accuracy of the AI model’s predictions regarding the likelihood of a bullish trend over the next 3 months. This percentage reflects how well the model forecasts future market movements.'
     },
+    'score': {
+        'text': 'Our AI model analyzes fundamental, technical, and statistical indicators to predict the probability of a bullish trend over the next 3 months. '
+    },
     'currentRatio': {
         'text': 'The current ratio is used to measure a company`s short-term liquidity. A low number can indicate that a company will have trouble paying its upcoming liabilities.',
         'equation': 'Current Ratio = Current Assets / Current Liabilities'

app/restart_json.py

@@ -15,7 +15,6 @@ import re
 import hashlib
 import glob
 from tqdm import tqdm
-from utils.country_list import country_list
 
 from dotenv import load_dotenv
 import os
@@ -555,6 +554,25 @@ async def get_stock_screener(con):
         except:
             item['fundamentalAnalysis'] = {"accuracy": None}
 
+        try:
+            with open(f"json/ai-score/companies/{symbol}.json", 'r') as file:
+                score = orjson.loads(file.read())['score']
+                
+                if  score == 10:
+                    item['score'] = 'Strong Buy'
+                elif score in [7,8,9]:
+                    item['score'] = 'Buy'
+                elif score in [4,5,6]:
+                    item['score'] = 'Hold'
+                elif score in [2,3]:
+                    item['score'] = 'Sell'
+                elif score == 1:
+                    item['score'] = 'Strong Sell'
+                else:
+                    item['score'] = None
+        except:
+            item['score'] = None
+
         try:
             with open(f"json/forward-pe/{symbol}.json", 'r') as file:
                 res = orjson.loads(file.read())