cleaned up the codebase from unnecessary logs and fixed some warnings from bokeh

Author: FionaDmello

survey_dashboard/analysis.py

@@ -249,7 +249,7 @@ def prepare_data_research_field(
 
             # now fill research area specifics
             for area in research_areas:
-                area_counts = df[df[key2] == area][key]
+                area_counts = df[df[key2] == area][key].copy()
                 area_counts.replace(to_replace=True, value=xtick, inplace=True)
                 area_counts.replace(to_replace=False, value=None, inplace=True)
                 area_counts = area_counts.value_counts()

survey_dashboard/app.py

@@ -13,19 +13,15 @@
 This app.py orchestrates the creation of the dashboard using the new modular structure.
 """
 
-print("Initializing HMC Survey Dashboard...")
-
 # Import core components
 from survey_dashboard.core.data import DataProcessor
 from survey_dashboard.core.charts import ChartManager
 
-# Import UI components  
+# Import UI components
 from survey_dashboard.ui.widgets import WidgetFactory
 from survey_dashboard.ui.layout import LayoutManager
 from survey_dashboard.ui.callbacks import CallbackManager
 
-print("Loading configuration and data...")
-
 # Initialize core components
 data_processor = DataProcessor()
 chart_manager = ChartManager(data_processor)
@@ -35,8 +31,6 @@
 layout_manager = LayoutManager()
 callback_manager = CallbackManager(data_processor, chart_manager, widget_factory)
 
-print("Creating widgets...")
-
 # Create all widgets
 widgets = widget_factory.create_all_widgets()
 control_groups = widget_factory.get_control_groups(widgets)
@@ -45,8 +39,6 @@
 data_filters = widgets["global_filters"]["research_area"].value
 data_filters_method = widgets["global_filters"]["method"].value
 
-print("Creating visualizations...")
-
 # Create all visualizations using chart manager
 overview_charts = chart_manager.create_overview_charts(data_filters, data_filters_method)
 exploration_charts = chart_manager.create_exploration_charts(
@@ -63,8 +55,6 @@
 )
 methods_tools_tabs, wordcloud_panes = chart_manager.create_wordcloud_tabs(data_filters, data_filters_method)
 
-print("Setting up callbacks...")
-
 # Create update callbacks
 callbacks = callback_manager.create_update_callbacks(widgets)
 
@@ -134,8 +124,6 @@ def bind_callbacks():
             "value"
         )
 
-print("Creating layout...")
-
 # Create complete layout
 layout = layout_manager.create_complete_layout(
     control_groups=control_groups,
@@ -149,13 +137,7 @@ def bind_callbacks():
 correlation_row = layout_manager.get_correlation_row()
 callback_manager.set_correlation_row(correlation_row)
 
-print("Setting up template...")
-
 # Setup template and make servable
 template = layout_manager.setup_template_variables(layout)
 bind_callbacks()
-
-print("Dashboard ready! Making servable...")
-template = layout_manager.make_servable()
-
-print("HMC Survey Dashboard initialized successfully!")
+template = layout_manager.make_servable()

survey_dashboard/core/data.py

@@ -85,7 +85,6 @@ def map_question_to_qkey(self, question: str, lang: str = LANGUAGE) -> list:
         clean_question = question.replace("★ ", "")
         key = HCS_QUESTIONS_REVERT[lang][clean_question]
         if key in HCS_MCList:
-            print(f"Multiple Choice,{key}")
             # for multiple choice this is a list of subquestions
             key_s = key + "/"
             for key in HCS_colnamesDict.keys():

survey_dashboard/plots.py

@@ -184,14 +184,18 @@ def rek_set_attr(obj: object, key: str, val:object) -> None:
     """
     Recursively assigns to a given object and a key in dot notation a given value of any form
 
-    Example: 
+    Example:
     1.
     rek_set_attr(figure, title, 'my-title')
     figure.title= 'my-title'
     2.
     rek_set_attr(figure, axis.xaxis.label.size, 10)
     figure.axis.xaxis.label.size = 10
     """
+    # Skip legend properties if the plot has no legend
+    if key.startswith('legend.') and hasattr(obj, 'legend') and not obj.legend:
+        return
+
     if not '.' in key:
         return setattr(obj, key, val)
     else:

survey_dashboard/ui/callbacks.py

@@ -73,15 +73,10 @@ def _check_both_questions_compatible(self, question1_text, question2_text):
 
             # Check if both are in the allowed list
             both_compatible = (key1 in corr_chart_allowed and key2 in corr_chart_allowed)
-
-            # Log validation result for debugging
-            print(f"Correlation compatibility check: '{key1}' + '{key2}' = {both_compatible}")
-
             return both_compatible
 
         except Exception as e:
             # If we can't determine, hide correlation (safe default)
-            print(f"Error checking correlation compatibility: {e}")
             return False
 
     def update_chart(self, target, event, question_sel, f_choice, m_choice, q_filter, charttype):