Ankit Malik
75 lines
1.5 KiB
Python
75 lines
1.5 KiB
Python
import os
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# import pyarrow
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import sys
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import logging
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from datetime import date, timedelta
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import polars as pl
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from sqlalchemy import create_engine, text
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from sqlalchemy.engine import Engine, URL
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import clickhouse_connect
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from dotenv import load_dotenv
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from log import log
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from clickhouse_task.create_table import *
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from db_con.connection import *
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def MID_TABLE_COV(engine: Engine, target_date: date) -> list[int]:
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sql = text("""
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SELECT MID FROM OneApp_KelloggsMT.dbo.T_StoreCoverage
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WHERE CONVERT(date, CreateDate) = :target_date
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UNION
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SELECT MID FROM OneApp_KelloggsMT.dbo.T_StoreCoverage
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WHERE CONVERT(date, UpdateDate) = :target_date
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""")
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log.info(f"Collecting MIDs for: {target_date}")
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with engine.connect() as conn:
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result = conn.execute(sql, {"target_date": target_date})
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mids = [row[0] for row in result.fetchall()]
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log.info(f"Found {len(mids):,} MIDs")
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return mids
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def MID_TABLE_COV1(
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engine: Engine,
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target_date: date,
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) -> pl.DataFrame:
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query = f"""
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SELECT
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EmpId,
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CAST(VisitDate AS DATE) AS VisitDate
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FROM OneApp_KelloggsMT.dbo.T_OQAD
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WHERE CAST(CreateDate AS DATE) = '{target_date}'
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UNION
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SELECT
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EmpId,
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CAST(VisitDate AS DATE) AS VisitDate
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FROM OneApp_KelloggsMT.dbo.T_OQAD
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WHERE CAST(UpdateDate AS DATE) = '{target_date}'
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"""
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return pl.read_database(
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query=query,
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connection=engine,
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)
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