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综合运用!

就是现在!该把您学到的一切拿来检验了。您公司的 CEO 找到您,希望制作一个仪表板,能深入查看各个充电地点的关键指标,包括能耗与充电成本等数据。在构建这个仪表板之前,您需要先创建一个数据集,把这些信息整理出来。

本练习是课程的一部分

Snowflake 中的 Window Functions

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练习说明

  • energy_consumed 从大到小,为每个 charging_station_location 中的充电会话提供排名。
  • charging_station_location 生成 charging_cost 的「累计总计」。
  • 构建一个窗口框架,使用向前「两」个会话与向后「两」个会话,按 charging_station_location 计算 energy_consumed 的「移动平均」。

交互式实操练习

通过完成这段示例代码来试试这个练习。

SELECT
    charging_station_location,
    TO_DATE(charging_start_time),
    charging_cost,
    energy_consumed,
	
    -- Provide a ranking for each charging session based on energy consumed, from greatest to least
    ___() OVER(
        PARTITION BY charging_station_location
        ORDER BY ___
    ) AS rank_energy_consumed,
	
    -- Generate a "running total" of charging costs by charging station location
    SUM(___) OVER(
        ___ ___ ___
        ORDER BY charging_start_time
        ROWS BETWEEN ___ ___ AND ___ ___
    ) AS running_total_charging_cost,
	
    -- Build a window frame using the two preceding and two following sessions to find a moving average of energy consumed
    ___() OVER(
        PARTITION BY ___
        ORDER BY charging_start_time
        ROWS BETWEEN ___ ___ AND ___ ___
    ) AS moving_average_energy_consumed

FROM ELECTRIC_VEHICLES.charging
WHERE energy_consumed IS NOT NULL
ORDER BY charging_station_location, charging_start_time;
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