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import logging
from utils import measure_execution_time
from pull_data import DATA_DIR
from tools import DEFAULT_FILENAME as TOOLS_FILENAME, generate_tools_file
from profitability import (
analyse_all_traders,
label_trades_by_staking,
)
import pandas as pd
logging.basicConfig(level=logging.INFO)
@measure_execution_time
def prepare_live_metrics(
tools_filename="new_tools.parquet", trades_filename="new_fpmmTrades.parquet"
):
fpmmTrades = pd.read_parquet(DATA_DIR / trades_filename)
tools = pd.read_parquet(DATA_DIR / tools_filename)
print("Analysing trades...")
all_trades_df = analyse_all_traders(fpmmTrades, tools, daily_info=True)
# staking label
label_trades_by_staking(all_trades_df)
# save into a separate file
all_trades_df.to_parquet(DATA_DIR / "daily_info.parquet", index=False)
if __name__ == "__main__":
prepare_live_metrics()
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