реализация функции generate_summary_report

main.py

@@ -106,8 +106,26 @@ def detect_anomalies(reviews: list, sentiment_threshold: float = 0.5):
     return anomalys
 
 
-def generate_summary_report(valid_reviews: list, all_reviews_count: int, anomalies: list):
+def generate_summary_report(valid_reviews: list, all_reviews: list, spam_indicators: list,  anomalies: list):
-    return dict
+    spam_count = 0
+    for i in all_reviews:
+        if is_spam(i.get('text'), spam_indicators):
+            spam_count += 1
+
+    summ = 0
+    for i in valid_reviews:
+        summ += i.get('sentiment')
+    avg_sent = summ / len(valid_reviews)
+
+    summary_report = {
+        "total_processed": len(all_reviews),
+        "valid_count": len(valid_reviews),
+        "spam_count": spam_count,
+        "avg_sentiment": avg_sent,
+        "topic_ratings": calculate_average_rating_by_topic(valid_reviews),
+        "anomaly_ids": anomalies,
+    }
+    return summary_report
 
 
 def main():