Case-Study 4 updated dockerfile and using API only

app.py

@@ -28,7 +28,7 @@ pipe = pipeline("automatic-speech-recognition", model=model_id) #, device=device
 
 print(f'The Server is Running with prometheus Metrics enabled !!!')
 
-def transcribe(inputs, use_api):
+def transcribe(inputs, use_api=True):
     start = time.time()
     API_STATUS = ''
     
@@ -98,7 +98,7 @@ mf_transcribe = gr.Interface(
                 inputs=[
                     gr.Audio(sources="microphone", type="filepath"),
                     # gr.Radio(["transcribe", "translate"], label="Task", value="transcribe"),
-                    gr.Checkbox(label="Use API", value=False)
+                    # gr.Checkbox(label="Use API", value=True)
                 ],
                 outputs=[gr.Textbox(label="Transcribed Text", type="text"),
                          gr.Textbox(label="Time taken", type="text"),
@@ -116,7 +116,7 @@ file_transcribe = gr.Interface(
                 inputs=[
                     gr.Audio(sources="upload", type="filepath", label="Audio file"),
                     # gr.Radio(["transcribe", "translate"], label="Task", value="transcribe"),
-                    gr.Checkbox(label="Use API", value=False)  # Checkbox for API usage
+                    # gr.Checkbox(label="Use API", value=False)  # Checkbox for API usage
                 ],
                 outputs=[ gr.Textbox(label="Transcribed Text", type="text"),
                          gr.Textbox(label="Time taken", type="text"),

notes.txt

@@ -116,3 +116,9 @@ transcription_request_duration_seconds - Duration of transcription requests in s
 transcription_memory_usage_bytes - Memory used by the transcription function
 ram_usage_percentage - Percentage of total RAM used by the transcription function
 
+### Case study 4
+docker build --build-arg HF_TOKEN=$HF_TOKEN -t mlops-cs4 .
+docker tag mlops-cs4 venkateshroshan/mlops-cs4:latest
+sudo docker push venkateshroshan/mlops-cs4:latest
+docker pull venkateshroshan/mlops-cs4:latest
+docker run -d -p 7860:7860 -p 8001:8000 -p 9100:9100 venkateshroshan/mlops-cs4:latest