File size: 842 Bytes
620d08d f9f8d44 620d08d a703588 620d08d a703588 620d08d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 |
#!/usr/bin/env python
# coding: utf-8
# In[ ]:
from numerapi import NumerAPI
import os
import pandas as pd
import numpy as np
# In[ ]:
napi = NumerAPI()
data_path='./data/'
# In[ ]:
napi.download_dataset("v4.2/validation_int8.parquet", data_path+"validation_int8.parquet")
validation_data=pd.read_parquet(data_path+"validation_int8.parquet")
recent_eras=list(validation_data.loc[validation_data['data_type']=='validation']['era'].unique()[-2:])
validation_subset=validation_data[validation_data['era'].isin(recent_eras)]
validation_subset.to_parquet(data_path+"validation_subset_int8.parquet",index=False)
# napi.download_dataset('v4.2/live_int8.parquet',data_path+'live_int8.parquet')
# In[ ]:
# print("Now please copy the file to server via: scp ../../data/validation_subset_int8.parquet gms@gms1:/home/gms/numerai/data/.")
|