From 6496a6af8e29b4a83afd0db4d4c2562676e25f8a Mon Sep 17 00:00:00 2001
From: stochastic-sisyphus
 <102266523+stochastic-sisyphus@users.noreply.github.com>
Date: Tue, 10 Dec 2024 04:32:01 +0000
Subject: [PATCH] Refactor main script imports; add new metric calculations and
 style parameter handling for enhanced functionality

---
 src/main.py | 14 ++++++++++++--
 1 file changed, 12 insertions(+), 2 deletions(-)

diff --git a/src/main.py b/src/main.py
index 241028b..6474037 100644
--- a/src/main.py
+++ b/src/main.py
@@ -17,8 +17,13 @@
     from src.evaluation.metrics import EvaluationMetrics
     from src.clustering.dynamic_cluster_manager import DynamicClusterManager
     from src.utils.metrics_utils import calculate_cluster_metrics
-    from src.utils.style_selector import determine_cluster_style
+    from src.utils.style_selector import determine_cluster_style, get_style_parameters
     from src.utils.logging_config import setup_logging
+    from src.utils.metrics_utils import (
+        calculate_cluster_variance, 
+        calculate_lexical_diversity, 
+        calculate_cluster_metrics
+    )
 else:
     # Use relative imports when imported as module
     from .data_loader import DataLoader
@@ -30,8 +35,13 @@
     from .evaluation.metrics import EvaluationMetrics
     from .clustering.dynamic_cluster_manager import DynamicClusterManager
     from .utils.metrics_utils import calculate_cluster_metrics
-    from .utils.style_selector import determine_cluster_style
+    from .utils.style_selector import determine_cluster_style, get_style_parameters
     from .utils.logging_config import setup_logging
+    from .utils.metrics_utils import (
+        calculate_cluster_variance,
+        calculate_lexical_diversity,
+        calculate_cluster_metrics
+    )
 
 import yaml
 import pandas as pd