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148
....py/SqlQueryPlan/BigQuery/test_cumulative_metric_with_agg_time_and_metric_time__plan0.sql
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-- Compute Metrics via Expressions | ||
SELECT | ||
subq_6.revenue_instance__ds__month | ||
, subq_6.metric_time__day | ||
, subq_6.txn_revenue AS trailing_2_months_revenue | ||
FROM ( | ||
-- Aggregate Measures | ||
SELECT | ||
subq_5.revenue_instance__ds__month | ||
, subq_5.metric_time__day | ||
, SUM(subq_5.txn_revenue) AS txn_revenue | ||
FROM ( | ||
-- Pass Only Elements: ['txn_revenue', 'metric_time__day', 'revenue_instance__ds__month'] | ||
SELECT | ||
subq_4.revenue_instance__ds__month | ||
, subq_4.metric_time__day | ||
, subq_4.txn_revenue | ||
FROM ( | ||
-- Join Self Over Time Range | ||
SELECT | ||
subq_2.revenue_instance__ds__month AS revenue_instance__ds__month | ||
, subq_2.metric_time__day AS metric_time__day | ||
, subq_1.ds__day AS ds__day | ||
, subq_1.ds__week AS ds__week | ||
, subq_1.ds__month AS ds__month | ||
, subq_1.ds__quarter AS ds__quarter | ||
, subq_1.ds__year AS ds__year | ||
, subq_1.ds__extract_year AS ds__extract_year | ||
, subq_1.ds__extract_quarter AS ds__extract_quarter | ||
, subq_1.ds__extract_month AS ds__extract_month | ||
, subq_1.ds__extract_day AS ds__extract_day | ||
, subq_1.ds__extract_dow AS ds__extract_dow | ||
, subq_1.ds__extract_doy AS ds__extract_doy | ||
, subq_1.revenue_instance__ds__day AS revenue_instance__ds__day | ||
, subq_1.revenue_instance__ds__week AS revenue_instance__ds__week | ||
, subq_1.revenue_instance__ds__quarter AS revenue_instance__ds__quarter | ||
, subq_1.revenue_instance__ds__year AS revenue_instance__ds__year | ||
, subq_1.revenue_instance__ds__extract_year AS revenue_instance__ds__extract_year | ||
, subq_1.revenue_instance__ds__extract_quarter AS revenue_instance__ds__extract_quarter | ||
, subq_1.revenue_instance__ds__extract_month AS revenue_instance__ds__extract_month | ||
, subq_1.revenue_instance__ds__extract_day AS revenue_instance__ds__extract_day | ||
, subq_1.revenue_instance__ds__extract_dow AS revenue_instance__ds__extract_dow | ||
, subq_1.revenue_instance__ds__extract_doy AS revenue_instance__ds__extract_doy | ||
, subq_1.metric_time__week AS metric_time__week | ||
, subq_1.metric_time__month AS metric_time__month | ||
, subq_1.metric_time__quarter AS metric_time__quarter | ||
, subq_1.metric_time__year AS metric_time__year | ||
, subq_1.metric_time__extract_year AS metric_time__extract_year | ||
, subq_1.metric_time__extract_quarter AS metric_time__extract_quarter | ||
, subq_1.metric_time__extract_month AS metric_time__extract_month | ||
, subq_1.metric_time__extract_day AS metric_time__extract_day | ||
, subq_1.metric_time__extract_dow AS metric_time__extract_dow | ||
, subq_1.metric_time__extract_doy AS metric_time__extract_doy | ||
, subq_1.user AS user | ||
, subq_1.revenue_instance__user AS revenue_instance__user | ||
, subq_1.txn_revenue AS txn_revenue | ||
FROM ( | ||
-- Time Spine | ||
SELECT | ||
DATETIME_TRUNC(subq_3.ds, month) AS revenue_instance__ds__month | ||
, subq_3.ds AS metric_time__day | ||
FROM ***************************.mf_time_spine subq_3 | ||
GROUP BY | ||
revenue_instance__ds__month | ||
, metric_time__day | ||
) subq_2 | ||
INNER JOIN ( | ||
-- Metric Time Dimension 'ds' | ||
SELECT | ||
subq_0.ds__day | ||
, subq_0.ds__week | ||
, subq_0.ds__month | ||
, subq_0.ds__quarter | ||
, subq_0.ds__year | ||
, subq_0.ds__extract_year | ||
, subq_0.ds__extract_quarter | ||
, subq_0.ds__extract_month | ||
, subq_0.ds__extract_day | ||
, subq_0.ds__extract_dow | ||
, subq_0.ds__extract_doy | ||
, subq_0.revenue_instance__ds__day | ||
, subq_0.revenue_instance__ds__week | ||
, subq_0.revenue_instance__ds__month | ||
, subq_0.revenue_instance__ds__quarter | ||
, subq_0.revenue_instance__ds__year | ||
, subq_0.revenue_instance__ds__extract_year | ||
, subq_0.revenue_instance__ds__extract_quarter | ||
, subq_0.revenue_instance__ds__extract_month | ||
, subq_0.revenue_instance__ds__extract_day | ||
, subq_0.revenue_instance__ds__extract_dow | ||
, subq_0.revenue_instance__ds__extract_doy | ||
, subq_0.ds__day AS metric_time__day | ||
, subq_0.ds__week AS metric_time__week | ||
, subq_0.ds__month AS metric_time__month | ||
, subq_0.ds__quarter AS metric_time__quarter | ||
, subq_0.ds__year AS metric_time__year | ||
, subq_0.ds__extract_year AS metric_time__extract_year | ||
, subq_0.ds__extract_quarter AS metric_time__extract_quarter | ||
, subq_0.ds__extract_month AS metric_time__extract_month | ||
, subq_0.ds__extract_day AS metric_time__extract_day | ||
, subq_0.ds__extract_dow AS metric_time__extract_dow | ||
, subq_0.ds__extract_doy AS metric_time__extract_doy | ||
, subq_0.user | ||
, subq_0.revenue_instance__user | ||
, subq_0.txn_revenue | ||
FROM ( | ||
-- Read Elements From Semantic Model 'revenue' | ||
SELECT | ||
revenue_src_28000.revenue AS txn_revenue | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, day) AS ds__day | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, isoweek) AS ds__week | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, month) AS ds__month | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, quarter) AS ds__quarter | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, year) AS ds__year | ||
, EXTRACT(year FROM revenue_src_28000.created_at) AS ds__extract_year | ||
, EXTRACT(quarter FROM revenue_src_28000.created_at) AS ds__extract_quarter | ||
, EXTRACT(month FROM revenue_src_28000.created_at) AS ds__extract_month | ||
, EXTRACT(day FROM revenue_src_28000.created_at) AS ds__extract_day | ||
, IF(EXTRACT(dayofweek FROM revenue_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM revenue_src_28000.created_at) - 1) AS ds__extract_dow | ||
, EXTRACT(dayofyear FROM revenue_src_28000.created_at) AS ds__extract_doy | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, day) AS revenue_instance__ds__day | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, isoweek) AS revenue_instance__ds__week | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, month) AS revenue_instance__ds__month | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, quarter) AS revenue_instance__ds__quarter | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, year) AS revenue_instance__ds__year | ||
, EXTRACT(year FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_year | ||
, EXTRACT(quarter FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_quarter | ||
, EXTRACT(month FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_month | ||
, EXTRACT(day FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_day | ||
, IF(EXTRACT(dayofweek FROM revenue_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM revenue_src_28000.created_at) - 1) AS revenue_instance__ds__extract_dow | ||
, EXTRACT(dayofyear FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_doy | ||
, revenue_src_28000.user_id AS user | ||
, revenue_src_28000.user_id AS revenue_instance__user | ||
FROM ***************************.fct_revenue revenue_src_28000 | ||
) subq_0 | ||
) subq_1 | ||
ON | ||
( | ||
subq_1.metric_time__day <= subq_2.metric_time__day | ||
) AND ( | ||
subq_1.metric_time__day > DATE_SUB(CAST(subq_2.metric_time__day AS DATETIME), INTERVAL 2 month) | ||
) | ||
) subq_4 | ||
) subq_5 | ||
GROUP BY | ||
revenue_instance__ds__month | ||
, metric_time__day | ||
) subq_6 |
29 changes: 29 additions & 0 deletions
29
...ryPlan/BigQuery/test_cumulative_metric_with_agg_time_and_metric_time__plan0_optimized.sql
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-- Join Self Over Time Range | ||
-- Pass Only Elements: ['txn_revenue', 'metric_time__day', 'revenue_instance__ds__month'] | ||
-- Aggregate Measures | ||
-- Compute Metrics via Expressions | ||
SELECT | ||
subq_9.revenue_instance__ds__month AS revenue_instance__ds__month | ||
, subq_9.metric_time__day AS metric_time__day | ||
, SUM(revenue_src_28000.revenue) AS trailing_2_months_revenue | ||
FROM ( | ||
-- Time Spine | ||
SELECT | ||
DATETIME_TRUNC(ds, month) AS revenue_instance__ds__month | ||
, ds AS metric_time__day | ||
FROM ***************************.mf_time_spine subq_10 | ||
GROUP BY | ||
revenue_instance__ds__month | ||
, metric_time__day | ||
) subq_9 | ||
INNER JOIN | ||
***************************.fct_revenue revenue_src_28000 | ||
ON | ||
( | ||
DATETIME_TRUNC(revenue_src_28000.created_at, day) <= subq_9.metric_time__day | ||
) AND ( | ||
DATETIME_TRUNC(revenue_src_28000.created_at, day) > DATE_SUB(CAST(subq_9.metric_time__day AS DATETIME), INTERVAL 2 month) | ||
) | ||
GROUP BY | ||
revenue_instance__ds__month | ||
, metric_time__day |
148 changes: 148 additions & 0 deletions
148
...SqlQueryPlan/BigQuery/test_cumulative_metric_with_multiple_agg_time_dimensions__plan0.sql
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-- Compute Metrics via Expressions | ||
SELECT | ||
subq_6.revenue_instance__ds__day | ||
, subq_6.revenue_instance__ds__month | ||
, subq_6.txn_revenue AS trailing_2_months_revenue | ||
FROM ( | ||
-- Aggregate Measures | ||
SELECT | ||
subq_5.revenue_instance__ds__day | ||
, subq_5.revenue_instance__ds__month | ||
, SUM(subq_5.txn_revenue) AS txn_revenue | ||
FROM ( | ||
-- Pass Only Elements: ['txn_revenue', 'revenue_instance__ds__day', 'revenue_instance__ds__month'] | ||
SELECT | ||
subq_4.revenue_instance__ds__day | ||
, subq_4.revenue_instance__ds__month | ||
, subq_4.txn_revenue | ||
FROM ( | ||
-- Join Self Over Time Range | ||
SELECT | ||
subq_2.revenue_instance__ds__day AS revenue_instance__ds__day | ||
, subq_2.revenue_instance__ds__month AS revenue_instance__ds__month | ||
, subq_1.ds__day AS ds__day | ||
, subq_1.ds__week AS ds__week | ||
, subq_1.ds__month AS ds__month | ||
, subq_1.ds__quarter AS ds__quarter | ||
, subq_1.ds__year AS ds__year | ||
, subq_1.ds__extract_year AS ds__extract_year | ||
, subq_1.ds__extract_quarter AS ds__extract_quarter | ||
, subq_1.ds__extract_month AS ds__extract_month | ||
, subq_1.ds__extract_day AS ds__extract_day | ||
, subq_1.ds__extract_dow AS ds__extract_dow | ||
, subq_1.ds__extract_doy AS ds__extract_doy | ||
, subq_1.revenue_instance__ds__week AS revenue_instance__ds__week | ||
, subq_1.revenue_instance__ds__quarter AS revenue_instance__ds__quarter | ||
, subq_1.revenue_instance__ds__year AS revenue_instance__ds__year | ||
, subq_1.revenue_instance__ds__extract_year AS revenue_instance__ds__extract_year | ||
, subq_1.revenue_instance__ds__extract_quarter AS revenue_instance__ds__extract_quarter | ||
, subq_1.revenue_instance__ds__extract_month AS revenue_instance__ds__extract_month | ||
, subq_1.revenue_instance__ds__extract_day AS revenue_instance__ds__extract_day | ||
, subq_1.revenue_instance__ds__extract_dow AS revenue_instance__ds__extract_dow | ||
, subq_1.revenue_instance__ds__extract_doy AS revenue_instance__ds__extract_doy | ||
, subq_1.metric_time__day AS metric_time__day | ||
, subq_1.metric_time__week AS metric_time__week | ||
, subq_1.metric_time__month AS metric_time__month | ||
, subq_1.metric_time__quarter AS metric_time__quarter | ||
, subq_1.metric_time__year AS metric_time__year | ||
, subq_1.metric_time__extract_year AS metric_time__extract_year | ||
, subq_1.metric_time__extract_quarter AS metric_time__extract_quarter | ||
, subq_1.metric_time__extract_month AS metric_time__extract_month | ||
, subq_1.metric_time__extract_day AS metric_time__extract_day | ||
, subq_1.metric_time__extract_dow AS metric_time__extract_dow | ||
, subq_1.metric_time__extract_doy AS metric_time__extract_doy | ||
, subq_1.user AS user | ||
, subq_1.revenue_instance__user AS revenue_instance__user | ||
, subq_1.txn_revenue AS txn_revenue | ||
FROM ( | ||
-- Time Spine | ||
SELECT | ||
subq_3.ds AS revenue_instance__ds__day | ||
, DATETIME_TRUNC(subq_3.ds, month) AS revenue_instance__ds__month | ||
FROM ***************************.mf_time_spine subq_3 | ||
GROUP BY | ||
revenue_instance__ds__day | ||
, revenue_instance__ds__month | ||
) subq_2 | ||
INNER JOIN ( | ||
-- Metric Time Dimension 'ds' | ||
SELECT | ||
subq_0.ds__day | ||
, subq_0.ds__week | ||
, subq_0.ds__month | ||
, subq_0.ds__quarter | ||
, subq_0.ds__year | ||
, subq_0.ds__extract_year | ||
, subq_0.ds__extract_quarter | ||
, subq_0.ds__extract_month | ||
, subq_0.ds__extract_day | ||
, subq_0.ds__extract_dow | ||
, subq_0.ds__extract_doy | ||
, subq_0.revenue_instance__ds__day | ||
, subq_0.revenue_instance__ds__week | ||
, subq_0.revenue_instance__ds__month | ||
, subq_0.revenue_instance__ds__quarter | ||
, subq_0.revenue_instance__ds__year | ||
, subq_0.revenue_instance__ds__extract_year | ||
, subq_0.revenue_instance__ds__extract_quarter | ||
, subq_0.revenue_instance__ds__extract_month | ||
, subq_0.revenue_instance__ds__extract_day | ||
, subq_0.revenue_instance__ds__extract_dow | ||
, subq_0.revenue_instance__ds__extract_doy | ||
, subq_0.ds__day AS metric_time__day | ||
, subq_0.ds__week AS metric_time__week | ||
, subq_0.ds__month AS metric_time__month | ||
, subq_0.ds__quarter AS metric_time__quarter | ||
, subq_0.ds__year AS metric_time__year | ||
, subq_0.ds__extract_year AS metric_time__extract_year | ||
, subq_0.ds__extract_quarter AS metric_time__extract_quarter | ||
, subq_0.ds__extract_month AS metric_time__extract_month | ||
, subq_0.ds__extract_day AS metric_time__extract_day | ||
, subq_0.ds__extract_dow AS metric_time__extract_dow | ||
, subq_0.ds__extract_doy AS metric_time__extract_doy | ||
, subq_0.user | ||
, subq_0.revenue_instance__user | ||
, subq_0.txn_revenue | ||
FROM ( | ||
-- Read Elements From Semantic Model 'revenue' | ||
SELECT | ||
revenue_src_28000.revenue AS txn_revenue | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, day) AS ds__day | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, isoweek) AS ds__week | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, month) AS ds__month | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, quarter) AS ds__quarter | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, year) AS ds__year | ||
, EXTRACT(year FROM revenue_src_28000.created_at) AS ds__extract_year | ||
, EXTRACT(quarter FROM revenue_src_28000.created_at) AS ds__extract_quarter | ||
, EXTRACT(month FROM revenue_src_28000.created_at) AS ds__extract_month | ||
, EXTRACT(day FROM revenue_src_28000.created_at) AS ds__extract_day | ||
, IF(EXTRACT(dayofweek FROM revenue_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM revenue_src_28000.created_at) - 1) AS ds__extract_dow | ||
, EXTRACT(dayofyear FROM revenue_src_28000.created_at) AS ds__extract_doy | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, day) AS revenue_instance__ds__day | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, isoweek) AS revenue_instance__ds__week | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, month) AS revenue_instance__ds__month | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, quarter) AS revenue_instance__ds__quarter | ||
, DATETIME_TRUNC(revenue_src_28000.created_at, year) AS revenue_instance__ds__year | ||
, EXTRACT(year FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_year | ||
, EXTRACT(quarter FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_quarter | ||
, EXTRACT(month FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_month | ||
, EXTRACT(day FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_day | ||
, IF(EXTRACT(dayofweek FROM revenue_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM revenue_src_28000.created_at) - 1) AS revenue_instance__ds__extract_dow | ||
, EXTRACT(dayofyear FROM revenue_src_28000.created_at) AS revenue_instance__ds__extract_doy | ||
, revenue_src_28000.user_id AS user | ||
, revenue_src_28000.user_id AS revenue_instance__user | ||
FROM ***************************.fct_revenue revenue_src_28000 | ||
) subq_0 | ||
) subq_1 | ||
ON | ||
( | ||
subq_1.revenue_instance__ds__day <= subq_2.revenue_instance__ds__day | ||
) AND ( | ||
subq_1.revenue_instance__ds__day > DATE_SUB(CAST(subq_2.revenue_instance__ds__day AS DATETIME), INTERVAL 2 month) | ||
) | ||
) subq_4 | ||
) subq_5 | ||
GROUP BY | ||
revenue_instance__ds__day | ||
, revenue_instance__ds__month | ||
) subq_6 |
29 changes: 29 additions & 0 deletions
29
...an/BigQuery/test_cumulative_metric_with_multiple_agg_time_dimensions__plan0_optimized.sql
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@@ -0,0 +1,29 @@ | ||
-- Join Self Over Time Range | ||
-- Pass Only Elements: ['txn_revenue', 'revenue_instance__ds__day', 'revenue_instance__ds__month'] | ||
-- Aggregate Measures | ||
-- Compute Metrics via Expressions | ||
SELECT | ||
subq_9.revenue_instance__ds__day AS revenue_instance__ds__day | ||
, subq_9.revenue_instance__ds__month AS revenue_instance__ds__month | ||
, SUM(revenue_src_28000.revenue) AS trailing_2_months_revenue | ||
FROM ( | ||
-- Time Spine | ||
SELECT | ||
ds AS revenue_instance__ds__day | ||
, DATETIME_TRUNC(ds, month) AS revenue_instance__ds__month | ||
FROM ***************************.mf_time_spine subq_10 | ||
GROUP BY | ||
revenue_instance__ds__day | ||
, revenue_instance__ds__month | ||
) subq_9 | ||
INNER JOIN | ||
***************************.fct_revenue revenue_src_28000 | ||
ON | ||
( | ||
DATETIME_TRUNC(revenue_src_28000.created_at, day) <= subq_9.revenue_instance__ds__day | ||
) AND ( | ||
DATETIME_TRUNC(revenue_src_28000.created_at, day) > DATE_SUB(CAST(subq_9.revenue_instance__ds__day AS DATETIME), INTERVAL 2 month) | ||
) | ||
GROUP BY | ||
revenue_instance__ds__day | ||
, revenue_instance__ds__month |
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