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import tempfile
import warnings
from pathlib import Path
import gradio as gr
import joblib
from skops import io as sio
def convert(file):
msg = ""
try:
with warnings.catch_warnings(record=True) as record:
in_file = Path(file.name)
obj = joblib.load(in_file)
if "." in in_file.name:
out_file = ".".join(in_file.name.split(".")[:-1])
else:
out_file = in_file.name
out_file += ".skops"
path = tempfile.mkdtemp(prefix="gradio-convert-")
out_file = Path(path) / out_file
sio.dump(obj, out_file)
print(out_file)
if len(record):
msg = "\n".join([repr(w.message) for w in record])
except Exception as e:
return None, repr(e)
return out_file, msg
with gr.Blocks() as iface:
upload_button = gr.UploadButton(
"Click to Upload a File", file_types=None, file_count="single"
)
file_output = gr.File(label="Converted File")
upload_button.upload(
convert, upload_button, [file_output, gr.Text(label="Errors and Warnings")]
)
iface.launch()
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