additional commits

app.py

@@ -50,6 +50,9 @@ def load_model(source_language_,target_language_):
     params = load_params_for_prediction(parsed_yaml_file,best_ckpt)
     return params
 
+#Using global params for English and Swahili to save time taken to load them     
+params = load_model('English','Swahili'):  
+
 def get_translation(source_language,target_language,source_sentence=None,source_file=None):
     '''
     This takes a sentence and gets the translation.
@@ -61,7 +64,8 @@ def get_translation(source_language,target_language,source_sentence=None,source_
         type_=1
         source = source_file.name
     try:
-        params = load_model(source_language,target_language)
+        #params = load_model(source_language,target_language) #Using global params for English and Swahili to save time taken to load them
+        
         pred = translate(params,source,type_)
     except Exception:
         return 'There was an issue loading the translation model for this language pair.'
@@ -91,19 +95,4 @@ iface = gr.Interface(fn=get_translation,
   theme='huggingface')
 iface.launch()
 
-iface2 = gr.Interface(fn=get_translation, 
-  inputs=[gr.inputs.Dropdown(choices = available_languages,default='English'),
-  gr.inputs.Dropdown(choices = available_languages,default='Swahili'),
-  gr.inputs.Textbox(label="Input"),
-  gr.inputs.File(file_count="single", type="file", label='File with sentences', optional=True)],
-  outputs=gr.outputs.Textbox(type="auto", label='Translation'),
-  title=title,
-  description=description,
-  examples=[
-        ['English','Swahili'],
-        ['English','Afrikaans'],['English','Arabic'],['Efik','English'],['English','Hausa'],
-        ['English','Igbo'],['English','Fon'],['English','Twi'],['Shona','English'],['Swahili','English'],
-        ['Yoruba','English']],
-  enable_queue=True,
-  theme='huggingface')
-iface2.launch()
+