Update dash_plotly_QC_scRNA.py

dash_plotly_QC_scRNA.py

@@ -374,19 +374,20 @@ def update_graph_and_pie_chart(batch_chosen, s_chosen, g2m_chosen, condition1_ch
     total_count = len(dff)
     category_counts = category_counts.with_columns((pl.col("count") / total_count * 100).alias("normalized_count"))
 
+    # Display the result
+    labels = category_counts["batch"].to_list()
+    values = category_counts["normalized_count"].to_list()
+
+    total_cells = total_count  # Calculate total number of cells
+    pie_title = f'Percentage of Total Cells: {total_cells}'  # Include total cells in the title
+
     # Calculate the mean expression
     round_precision = 2
     category_counts = dff.group_by(condition1_chosen).agg(pl.col(condition1_chosen).count().alias("count"))
     category_sums = dff.group_by(condition1_chosen).agg(pl.col(condition1_chosen).sum().alias("sum"))
     total_count = len(dff)
     category_means = category_sums.select((pl.col("sum") / total_count).round(round_precision).alias("mean"))
-
-# Display the result
-    labels = category_counts["batch"].to_list()
-    values = category_counts["normalized_count"].to_list()
-
-    total_cells = total_count  # Calculate total number of cells
-    pie_title = f'Percentage of Total Cells: {total_cells}'  # Include total cells in the title
+    values_mean = category_counts["mean"].to_list()
 
     fig_pie = px.pie(names=labels, values=values, title=pie_title,template="seaborn")
 
@@ -436,7 +437,7 @@ def update_graph_and_pie_chart(batch_chosen, s_chosen, g2m_chosen, condition1_ch
                             #labels={'X_umap-0': 'umap1' , 'X_umap-1': 'umap2'},
                             hover_name='batch',template="seaborn")
     
-    fig_scatter_12 = px.scatter(data_frame=dff, x=condition1_chosen, y=condition2_chosen, size=category_means, color='batch',
+    fig_scatter_12 = px.scatter(data_frame=dff, x=condition1_chosen, y=condition2_chosen, size=values_mean,
                             #labels={'X_umap-0': 'umap1' , 'X_umap-1': 'umap2'},
                             hover_name='batch',template="seaborn")