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carlomazzaferro/prophet_memory_usage.py

Created March 27, 2020 12:53
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Prophet's Memory Usage
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prophet_memory_usage.py
from fbprophet import Prophet
import io
import requests
url = "https://raw.githubusercontent.com/facebook/prophet/master/examples/example_wp_log_peyton_manning.csv"
s = requests.get(url).content
df = pandas.read_csv(io.StringIO(s.decode('utf-8')))
m = Prophet()
m.fit(df)
# get size implementation: https://stackoverflow.com/a/30316760/2896045
print(f'Model size: {getsize(m) * 1E-6} MB')
# Model size: 2039.259994 MB
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