Added logging

app.py

@@ -1,6 +1,12 @@
 import gradio
-
+import logging
+import time
 from transformers import pipeline
+
+logger = logging.getLogger()
+logger.setLevel(logging.DEBUG)
+logging.debug("Starting logging for gradio_test_001.")
+
 classifier = pipeline("zero-shot-classification",
                       model="facebook/bart-large-mnli")
 
@@ -27,7 +33,12 @@ def transform_output(res: dict) -> list:
     )
 
 def clf_text(txt: str | list[str]):
+    logger.debug("Classify: " + repr(txt))
+    t0 = time.time()
     res = classifier(txt, categories, multi_label=True)
+    elapsed = time.time() - t0
+    logger.debug(f"Done. {elapsed:.02f}s")
+    logger.debug(f"Result(s):", res)
     if isinstance(res, list):
         return [ transform_output(dct) for dct in res ]
     else:
@@ -52,4 +63,5 @@ gradio_interface = gradio.Interface(
   inputs = "text",
   outputs = gradio.JSON()
 )
+logger.debug("Launch app.")
 gradio_interface.launch()