all references to logging removed

app.py

@@ -1,5 +1,3 @@
-import logging
-import logging.config
 import re
 from pathlib import Path
 
@@ -70,9 +68,6 @@ def redact(text: str, model_name: str):
 
     model_path = model_paths.get(model_name, "StanfordAIMI/stanford-deidentifier-base")
 
-    # Log the model being changed to
-    log.info(f"Changing to model: {model_path}")
-
     if model_path:
         change_model(model_path)
     else:
@@ -261,12 +256,6 @@ def redact_and_visualize(text: str, model_name: str):
         reference_text, redacted_text
     )
 
-    # Print the final texts with flags for debugging
-    log.debug("Final Reference Text with False Negatives:")
-    log.debug(reference_text_with_fn)
-    log.debug("\nFinal Redacted Text with False Positives:")
-    log.debug(redacted_text_with_fp)
-
     # Count entities and compute metrics
     tp_count, fn_count, fp_count, tn_count = count_entities_and_compute_metrics(
         reference_text_with_fn, redacted_text_with_fp