Update aggregator.py

aggregator.py

@@ -16,41 +16,41 @@ def get_articles_sentiment(ticker, model):
         bezinga_results = pipe(bezinga_list)
     except Exception as e:
         print(e)
-        bezinga_results = False
+        bezinga_results = 0
 
     try:
         newsapi_list = get_newsapi(ticker)
         newsapi_results = pipe(newsapi_list)
     except Exception as e:
         print(e)
-        newsapi_results = False
+        newsapi_results = 0
     try:
         newsdata_list = get_newsdata(ticker)
         newsdata_results = pipe(newsdata_list)
     except Exception as e:
         print(e)
-        newsdata_results = False
+        newsdata_results = 0
 
     try:
         finhub_list = get_finhub(ticker)
         finhub_results = pipe(finhub_list)
     except Exception as e:
         print(e)
-        finhub_results = False
+        finhub_results = 0
         
     try:
         vantage_list = get_vantage(ticker)
         vantage_results = pipe(vantage_list)
     except Exception as e:
         print(e)
-        vantage_results = False
+        vantage_results = 0
 
     try:
         marketaux_list = get_marketaux(ticker)
         marketaux_results = pipe(marketaux_list)
     except Exception as e:
         print(e)
-        marketaux_results = False
+        marketaux_results = 0
     
     
 
@@ -212,52 +212,52 @@ def get_articles_sentiment(ticker, model):
 
     results_dict = {
         "bezinga": {
-            "bezinga_articles": len(bezinga_results) if bezinga_results else 0,
-            "bezinga_positives": len(bezinga_positives) if bezinga_results else 0,
-            "bezinga_negatives": len(bezinga_negatives) if bezinga_results else 0,
-            "bezinga_sentiment_mean": bezinga_label_mean if bezinga_results else 0,
-            "bezinga_positive_score_mean": bezinga_positive_score_mean if bezinga_results else 0,
-            "bezinga_negative_score_mean": bezinga_negative_score_mean if bezinga_results else 0
+            "bezinga_articles": len(bezinga_results) if bezinga_results > 0 else 0,
+            "bezinga_positives": len(bezinga_positives) if bezinga_results > 0 else 0,
+            "bezinga_negatives": len(bezinga_negatives) if bezinga_results > 0 else 0,
+            "bezinga_sentiment_mean": bezinga_label_mean if bezinga_results > 0 else 0,
+            "bezinga_positive_score_mean": bezinga_positive_score_mean if bezinga_results > 0 else 0,
+            "bezinga_negative_score_mean": bezinga_negative_score_mean if bezinga_results > 0 else 0
         },
         "finhub": {
-            "finhub_articles": len(finhub_results) if finhub_results else 0,
-            "finhub_positives": len(finhub_positives) if finhub_results else 0,
-            "finhub_negatives": len(finhub_negatives) if finhub_results else 0,
-            "finhub_sentiment_mean": finhub_label_mean if finhub_results else 0,
-            "finhub_positive_score_mean": finhub_positive_score_mean if finhub_results else 0,
-            "finhub_negative_score_mean": finhub_negative_score_mean if finhub_results else 0
+            "finhub_articles": len(finhub_results) if finhub_results > 0 else 0,
+            "finhub_positives": len(finhub_positives) if finhub_results > 0 else 0,
+            "finhub_negatives": len(finhub_negatives) if finhub_results > 0 else 0,
+            "finhub_sentiment_mean": finhub_label_mean if finhub_results > 0 else 0,
+            "finhub_positive_score_mean": finhub_positive_score_mean if finhub_results > 0 else 0,
+            "finhub_negative_score_mean": finhub_negative_score_mean if finhub_results > 0 else 0
         },
         "marketaux": {
-            "marketaux_articles": len(marketaux_results) if marketaux_results else 0,
-            "marketaux_positives": len(marketaux_positives) if marketaux_results else 0,
-            "marketaux_negatives": len(marketaux_negatives) if marketaux_results else 0,
-            "marketaux_sentiment_mean": marketaux_label_mean if marketaux_results else 0,
-            "marketaux_positive_score_mean": marketaux_positive_score_mean if marketaux_results else 0,
-            "marketaux_negative_score_mean": marketaux_negative_score_mean if marketaux_results else 0
+            "marketaux_articles": len(marketaux_results) if marketaux_results > 0 else 0,
+            "marketaux_positives": len(marketaux_positives) if marketaux_results > 0 else 0,
+            "marketaux_negatives": len(marketaux_negatives) if marketaux_results > 0 else 0,
+            "marketaux_sentiment_mean": marketaux_label_mean if marketaux_results > 0 else 0,
+            "marketaux_positive_score_mean": marketaux_positive_score_mean if marketaux_results > 0 else 0,
+            "marketaux_negative_score_mean": marketaux_negative_score_mean if marketaux_results > 0 else 0
         },
         "newsapi": {
-            "newsapi_articles": len(newsapi_results) if newsapi_results else 0,
-            "newsapi_positives": len(newsapi_positives) if newsapi_results else 0,
-            "newsapi_negatives": len(newsapi_negatives) if newsapi_results else 0,
-            "newsapi_sentiment_mean": newsapi_label_mean if newsapi_results else 0,
-            "newsapi_positive_score_mean": newsapi_positive_score_mean if newsapi_results else 0,
-            "newsapi_negative_score_mean": newsapi_negative_score_mean if newsapi_results else 0
+            "newsapi_articles": len(newsapi_results) if newsapi_results > 0 else 0,
+            "newsapi_positives": len(newsapi_positives) if newsapi_results > 0 else 0,
+            "newsapi_negatives": len(newsapi_negatives) if newsapi_results > 0 else 0,
+            "newsapi_sentiment_mean": newsapi_label_mean if newsapi_results > 0 else 0,
+            "newsapi_positive_score_mean": newsapi_positive_score_mean if newsapi_results > 0 else 0,
+            "newsapi_negative_score_mean": newsapi_negative_score_mean if newsapi_results > 0 else 0
         },
         "newsdata": {
-            "newsdata_articles": len(newsdata_results) if newsdata_results else 0,
-            "newsdata_positives": len(newsdata_positives) if newsdata_results else 0,
-            "newsdata_negatives": len(newsdata_negatives) if newsdata_results else 0,
-            "newsdata_sentiment_mean": newsdata_label_mean if newsdata_results else 0,
-            "newsdata_positive_score_mean": newsdata_positive_score_mean if newsdata_results else 0,
-            "newsdata_negative_score_mean": newsdata_negative_score_mean if newsdata_results else 0
+            "newsdata_articles": len(newsdata_results) if newsdata_results > 0 else 0,
+            "newsdata_positives": len(newsdata_positives) if newsdata_results > 0 else 0,
+            "newsdata_negatives": len(newsdata_negatives) if newsdata_results > 0 else 0,
+            "newsdata_sentiment_mean": newsdata_label_mean if newsdata_results > 0 else 0,
+            "newsdata_positive_score_mean": newsdata_positive_score_mean if newsdata_results > 0 else 0,
+            "newsdata_negative_score_mean": newsdata_negative_score_mean if newsdata_results > 0 else 0
         },
         "vantage": {
-            "vantage_articles": len(vantage_results) if vantage_results else 0,
-            "vantage_positives": len(vantage_positives) if vantage_results else 0,
-            "vantage_negatives": len(vantage_negatives) if vantage_results else 0,
-            "vantage_sentiment_mean": vantage_label_mean if vantage_results else 0,
-            "vantage_positive_score_mean": vantage_positive_score_mean if vantage_results else 0,
-            "vantage_negative_score_mean": vantage_negative_score_mean if vantage_results else 0
+            "vantage_articles": len(vantage_results) if vantage_results > 0 else 0,
+            "vantage_positives": len(vantage_positives) if vantage_results > 0 else 0,
+            "vantage_negatives": len(vantage_negatives) if vantage_results > 0 else 0,
+            "vantage_sentiment_mean": vantage_label_mean if vantage_results > 0 else 0,
+            "vantage_positive_score_mean": vantage_positive_score_mean if vantage_results > 0 else 0,
+            "vantage_negative_score_mean": vantage_negative_score_mean if vantage_results > 0 else 0
         },
         "total_articles": total_articles,
         "total_positives": total_positives,