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Delete Utility/data_loader.py
Browse files- Utility/data_loader.py +0 -26
Utility/data_loader.py
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import streamlit as st
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import pandas as pd
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import pyarrow.dataset as ds
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# Load and cache data
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@st.cache_data
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def load_data(n_rows=1_000_000):
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dataset = ds.dataset("train_series.parquet", format="parquet")
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table = dataset.scanner().head(n_rows)
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return table.to_pandas()
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@st.cache_data
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def load_train_series():
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return load_data()
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@st.cache_data
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def load_train_events():
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return pd.read_csv("train_events.csv")
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@st.cache_data
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def load_sample_submission():
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return pd.read_csv("sample_submission.csv")
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@st.cache_data
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def load_test_series():
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return pd.read_parquet("test_series.parquet")
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