SIENTIAPDE-1182

Enhance tests.ipynb and gates.py for improved logging and output clarity

- Set execution count to null in tests.ipynb for reproducibility.
- Added stdout output to tests.ipynb for better visibility of results.
- Updated DataFrame display logic in tests.ipynb to include additional print statements for length and size.
- Improved debug logging in gates.py to log prediction data as a string for better traceability.
- Changed info log in gates.py to use len() instead of size for consistency.

laborious/activities/gates.py

@@ -409,6 +409,7 @@ class Gates(BaseActivity):
 
         self.debug(
             f"Prediction store policy: {prediction_store_policy}", metadata)
+        self.debug(f"Prediction data: {data.to_string()}", metadata)
 
         policy_type, policy_value = self.get_prediction_store_policy(
             prediction_store_policy, metadata)
@@ -442,7 +443,7 @@ class Gates(BaseActivity):
         data = data.sort_values(by='timestamp', ascending=False)
         data = data.reset_index(drop=True)
 
-        self.info(f"Prediction formatted: {data.size} rows", metadata)
+        self.info(f"Prediction formatted: {len(data)} rows", metadata)
         self.debug(f"Prediction data: {data.to_string()}", metadata)
 
         return data.to_dict()

tests.ipynb

@@ -332,7 +332,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "id": "e7c8eeb1",
    "metadata": {},
    "outputs": [
@@ -452,6 +452,14 @@
      },
      "metadata": {},
      "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "3\n",
+      "1\n"
+     ]
     }
    ],
    "source": [
@@ -468,7 +476,13 @@
     "\n",
     "print(\"a\" in a.columns)\n",
     "\n",
-    "display(a.tail(1))"
+    "b = a.tail(1)\n",
+    "\n",
+    "display(b)\n",
+    "\n",
+    "print(len(a))\n",
+    "print(len(b))\n",
+    "print(b.size)\n"
    ]
   }
  ],