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Upload app.py
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app.py
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from datetime import datetime
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import gradio as gr
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from gradio.components import *
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import mgzip
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import numpy as np
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import pickle
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from zipfile import ZipFile
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from _Generation import Generator
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import tensorflow as tf
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from tensorflow import keras
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gen = Generator()
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def main(artist):
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if artist == 'Any':
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artist = None
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gen.generate_track_batch(artist)
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filename = f'generation_{datetime.now().strftime("%Y_%m_%d %H_%M_%S")}.gp5'
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gen.save_tracks(filename)
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# create a ZipFile object
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zipObj = ZipFile(filename.replace('.gp5', '.zip'), "w")
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zipObj.write(filename)
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zipObj.close()
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return filename.replace('.gp5', '.zip')
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with mgzip.open('data\\track_data.pickle.gz') as file:
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track_data = pickle.load(file)
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inputs = Radio(['Any'] + list(track_data.artist.unique()), label='Choose an Artist for Song Initialization:')
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i = gr.Interface(fn = main, inputs = inputs,
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outputs = File())
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i.launch()
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