return number instea dof img

app.py

@@ -15,7 +15,7 @@ mr = project.get_model_registry()
 model = mr.get_model("titanic_modal_simple_classifier", version=1)
 model_dir = model.download()
 model = joblib.load(model_dir + "/titanic_model.pkl")
-leo_url = "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wCEAAkGBxAQDw8PEA4NDw0PDw0PDQ8NDw8NDQ0NFREWFhURFRUYHSggGBolGxUVITEhJSkrLi4uFx8zOD8tNygtLisBCgoKDg0OFxAQFy0dHR8tLS0tLS0tLS0tLS0tLS0tLS0tLS0tOC4tLS0tLSstLS0tKy0rLSstLS0rLSstNy0tK//AABEIAMgA/AMBIgACEQEDEQH/xAAbAAEAAgMBAQAAAAAAAAAAAAAAAwQBAgUGB//EAC4QAAICAQIFBAICAQUBAAAAAAABAgMRBCESMUFTkgUUUWEicRORgQYyUnLRFf/EABkBAQADAQEAAAAAAAAAAAAAAAABAwQCBf/EACIRAQEAAwACAgIDAQAAAAAAAAABAgMREiEEMSIyE0FRQv/aAAwDAQACEQMRAD8A+J+6s7lnnIe6s7lnnIhBIm91Z3LPOQ91Z3LPOREBwS+6s7lnnIz7mzuWeciAySJvc2dyzzkY91Z3LPOREYIE/ubO5Z5yMe6s7lnnIhBAm91Z3LPOQ91Z3LPORCAJvdWdyzzkPdWdyzzkQgnom91Z3LPOX/pn3Vncs85EAIE/ubO5Z5yMe6s7lnnIiAEvurO5Z5yHubO5Z5yIgBL7mzuWech7mzuWeciIAS+5s7lnnIe5s7lnnIiAEvurO5Z5yHurO5Z5yIgBL7qzuWech7qzuWeciIwBN7qzuWech7qzuWeciIICX3Vncs85D3Vncs85EZqAAAAAE9AADoAAgAAAAAGRg2hHcuxo2O8cOuMs5ioYMFyNO+CLUU8LwRcbCZyoQ0ZSDZy6YAASAAAAYAyDBkAYAAyDAAyYAAAAAAAAAAAAAAAAMpEkKyZjai3iXS15aOrZViBr6bpupNreWDXhjzFj2Z9yc+H+7JLqq+JJmjwupur1w4OXUc62vBC0Xb2nyK3CU5Y+1+OXpGkGS4I5HNjuVqADlIAAAAAAAAAAAAAAAAAAAAAAAAAZigJaoZZ1KNDFrmylRWzoV1Sxu9ka9eE4y7M2vE63hPOCxU+PmUrXudL0mvMW2v0XY+7xTl9dVrNLgOqLjy/WDtTojJblZ+m/Emkzr+LrmbHHelILKMHpIen4XPP7ItXpEoSeN8Mry0O8d0eXmiKRNZnLIJMyZTjZi1ABW7AAAAAAAAAAAAAAAAAAAAAAAADaBqZRM+x0dNLdHXjhx/wcOg6entwjfr+mHbOVSsg0zoenaiS/ElxF80iXTOuPxllmOPL1xln2LVLk3uv8otwI67Y45okUi6M9ZnIqah5TXR7FiyRztbqFBZfIZX0Y4230qXaWMVKTX4pN7nnJc2dn1P1GMocEd84y+RxmeZvs76elplk9sAAoXgAAAAAAAAAAAAAAAAAAAAAAZwBgFmOjnjLjJL7RC4HfhUeUb1Wtfo6NE+XwcrBd008ov1Ze+VTtxnOurasrKIq6Gzai3ozo0Vpo2SdYreIKNK882joVppc8msIYZKyznIruXWsmcX1tZgtuUv6OtZPBzPUN4sqzvca713mUeekaqDfRl2FCb3L2ioip/XQx46vKt2W6Yxw2jB2PUPTXxNw5c8HLnTJc0/6K89WWN+neGzHKekYM8L+GGivixgAEAAAAAAAAAAAAAAAyotksNO30Opjb9ItkRrBPprVGSfx8rJNX6bJ/om/+bLbCbe3Q0468/vinLbh9dWLNa5RzzOXNneXp/DW01mWDiWV4Zbt7Iq1XH3xC0b6bmacRPTX1M+Pu+l+V5PazFnQ0upwt2UaoZRvwY6mqXjJlJXYhqo/Ilq10OTVBtnRqpWCyW1VcZGlkpSZFcsRbfwy24kOpr4otfRzl9E+3Gk8Iu+l/lu+nI513wdn0SCVWX1bKNP7r9vJh1Lj8je6lNZ+smsLFl/I1mp/HgNvZxmkqCjTriTxs0Rep+lOX5QW/VFvSLZZL/Ec/x45Y8p/Lljl2PDzg1s00/vY0PcW6WFm0op/fU5eq/wBOp5cJNfTWTHn8PKfr7bMPl4X79PNgl1GnlB8Mk0/siMlll5WqWX3AAyQlgAAAAANq45aRqWNEvzR1hO5SIyvJa6+mpSikkv20i3HTr/iawjsi5RHY9fHCPJzztaQrSJq9mZupytufQrwk1s00yxV9rU9zi+o6TDbS2Z1VITrUlhleePks15eLyMoYZZpRa9U0nBNfDWxjTVZMeOHLW3LZLjKRybJstfxbGih9FvFXW9KLlbK9aLFZ3FVb4NeElUSRRCHl9dXiT/bJdHrOGHAvks+rJN/9c5ONLZmS3wy614yZ48rrKeTGlk23nfHIrUS25l3Sx6l+Pv2qynj2LtMixGwr1ksDTiy5e1qLJFNGla2MTrysZxktlV8U/WNIrIf7fyXJrn+jx8ljKPWaz+aCfD+S3/Z5a7PE8ppt5aZ5vzJ+XePS+Jfx4jBkGJsYAAAAAZSydX03SNfk+vL9EPp2ly1J8un7O/RVt8G742n/AKrH8jdyeMZhXlJFyuOEiOKwTI3yPP6yayWTPEYcgiRXccPBsmby3REQlU9WjlRfwQaaOUXNXFODWfs5+ls6fBmz/Zpw/VP/ACYeGWKsMq6hZw+vURta3XLqILzoMwhgxTq4uO+xo9TH5OnNW1Ej1N/AiCWrKtlvFzYtJFTUSby31OfaXtW9jnzZk2tepvVZg6NFnI5Ce5bomdas07cOu5U9sliCOdpZlxW4Rtl9MGU9rf8AKoognqm+WxWlZkwnuT1HI6NUsrc89/qGrE1LGzR3FPEcnM9ahxVZ6xK/kYzLBZ8e+Ox54GAeS9UAAA6Gl03LbLZU08MtHo9DTGKT5v8Ao1/G199s3yNnjE+l02Es/wBFlmqkGz0pOPNt6zBmZTNUQ2yHXMiXiNuIrRkLdRGKbZz5O5jallP7NG2QV2KayuRuOnOM2SWGn8HIqf5NIu6uTSZy4TxIy7b+UadWPZXSrkYcuGX0yBz6oy7OJbjp4pVLEvo01M1+iJ2Z26mykmmmOpmKxpdT0e5JOaZzoLDynsSrUJ/QmX+puP8AjXVvY50y/dLKOfPcz7vtfq+iBcpRXqgWYDVKbKt1SwTcZWiyRM1ystxT8QjPch4jHETa48V2y38cGleJJxlyawyrJm9csEyo8VD1L07+P8k8xf8AaOcetpUZpxmsxax+n8nD1vprrbfC3B7prfC+zNv0c94/TXo39/HL7c0GZIwYmt09Fp8bnSi30LENOksYwkYmkj19eHhHl55+d6zXYyeJTc8E1VvyWRTYnkyvYyac1gqXyFMRSOf6pb+OPssubOb6hl/oz7bzGtWnH8mNFqnHbLSbO3GyPCnxLD+zzEWSKf2zPr38X7dMyrpay7Odyjk1laaqRzln3LrrDX4zi/W9jXiwRxlsYyWdV+KTPUJs1gZJlGqlhm7SZDPmbpnPXVjW2bSIKzN9mTSEinPLuSzHHkWokkSKDJYl+KrJPBm+SKLN8lsU1tkxkwxElHG6NomqJa4kxzVilbFqMsrDIqYk3Ci+T0pt9vMepaWUJtuOIt7Nciiey1dHHBx69Mnkr6JRlwyTTPN+Rp8L2f29HRu85y/09TPi+COVbfMt2SIZM9OvOlQfxYMqJs2YcznvE9ORDdNEV1jKV8ngryz5FuGvqxZainq7srCK07WRtmLZu7ONmGnntg2TNTKMy9nJgAnosweUFI0pkZsXUvmXpVz23c8G38pDnJHJjz4ePU1kjX+TYiyYK7nXUxZbMZAK3SeuwnhYUUyWEy7HYrywX4s3yVIS+yWMjTM4ouKbJtEjUiSLO1diRFilFdSLFUkdRVkt1E2CrXYWOMvxqmpkiLUaaMnlpN4NozMWT3/wTZL9ols+lN6uJFZqV0AK/KtE1xmLybxpfygDqTqu3ivqIJN7nN1ElvuYBn33katE6oswAea3AAAAADaMjaUwDryRxqpGGwCOpAYBAAADITAA2U2TQ1L64AOplY5uMq1XbF9VklbXyv7ANeGdsZ8tchxfaN65sAslV5Y+k8GWlNfIBdKz2NlfH5E7V8oA76jwf//Z"
+leo_url = "data:image/jpeg;base64,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"
 rose_url = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcSGoi8okN1Fw6tYE7k-0H-wnMabl1e3NBNPpQ&usqp=CAU"
 # leo_url = "https://media.tenor.com/FghTtX3ZgbAAAAAC/drowning-leo.gif"
 # rose_url = "https://media4.giphy.com/media/6A5zBPtbknIGY/giphy.gif?cid=ecf05e477syp5zeoheii45de76uicvgu0nuegojslz3zgodt&rid=giphy.gif&ct=g"
@@ -29,7 +29,7 @@ def titanic(pclass, name, sex, age, sibsp, parch, ticket, fare, cabin, embarked)
     # the first element.
     
     img = Image.open(leo_url) if res == 0 else Image.open(rose_url)
-    return img
+    return res
         
 demo = gr.Interface(    
     fn=titanic,
@@ -48,6 +48,6 @@ demo = gr.Interface(
         gr.inputs.Textbox(default="A123", label="Cabin"),
         gr.inputs.Textbox(default="S", label="Embarked: [S, C, Q]")
         ],
-    outputs=gr.Image(type="pil"))
+    outputs=gr.Number())
 
 demo.launch()