logging steps removed

app.py

@@ -1,5 +1,3 @@
-import logging
-import logging.config
 import re
 from pathlib import Path
 
@@ -12,16 +10,6 @@ import yaml
 import pteredactyl as pt
 from pteredactyl.defaults import change_model  
 
-# Logging configuration. This is only done at root level
-logging_config = yaml.safe_load(Path("logging.yaml").read_text())
-logging.config.dictConfig(logging_config)
-
-# Get the logger
-log = logging.getLogger(__name__)
-
-# Load the model
-log.info("Starting App")
-
 sample_text = """
 1. Dr. Huntington (Patient No: 1234567890) diagnosed Ms. Alzheimer with Alzheimer's disease during her last visit to the Huntington Medical Center on 12/12/2023. The prognosis was grim, but Dr. Huntington assured Ms. Alzheimer that the facility was well-equipped to handle her condition despite the lack of a cure for Alzheimer's.
 
@@ -80,9 +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:
@@ -271,12 +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