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...st_conversion_metric_rendering.py/SqlQueryPlan/BigQuery/test_conversion_metric__plan0.sql
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...ion_metric_rendering.py/SqlQueryPlan/BigQuery/test_conversion_metric__plan0_optimized.sql
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-- Compute Metrics via Expressions | ||
SELECT | ||
metric_time__day | ||
, CAST(buys AS FLOAT64) / CAST(NULLIF(visits, 0) AS FLOAT64) AS visit_buy_conversion_rate | ||
FROM ( | ||
-- Combine Aggregated Outputs | ||
SELECT | ||
COALESCE(subq_20.metric_time__day, subq_30.metric_time__day) AS metric_time__day | ||
, MAX(subq_20.visits) AS visits | ||
, MAX(subq_30.buys) AS buys | ||
FROM ( | ||
-- Constrain Output with WHERE | ||
-- Aggregate Measures | ||
SELECT | ||
metric_time__day | ||
, SUM(visits) AS visits | ||
FROM ( | ||
-- Read Elements From Semantic Model 'visits_source' | ||
-- Metric Time Dimension 'ds' | ||
-- Pass Only Elements: ['visits', 'metric_time__day'] | ||
SELECT | ||
DATE_TRUNC(ds, day) AS metric_time__day | ||
, 1 AS visits | ||
FROM ***************************.fct_visits visits_source_src_28000 | ||
) subq_18 | ||
WHERE metric_time__day = '2020-01-01' | ||
GROUP BY | ||
metric_time__day | ||
) subq_20 | ||
FULL OUTER JOIN ( | ||
-- Find conversions for user within the range of INF | ||
-- Pass Only Elements: ['buys', 'metric_time__day'] | ||
-- Aggregate Measures | ||
SELECT | ||
metric_time__day | ||
, SUM(buys) AS buys | ||
FROM ( | ||
-- Dedupe the fanout with mf_internal_uuid in the conversion data set | ||
SELECT DISTINCT | ||
first_value(subq_23.visits) OVER ( | ||
PARTITION BY | ||
subq_26.user | ||
, subq_26.ds__day | ||
, subq_26.mf_internal_uuid | ||
ORDER BY subq_23.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS visits | ||
, first_value(subq_23.ds__day) OVER ( | ||
PARTITION BY | ||
subq_26.user | ||
, subq_26.ds__day | ||
, subq_26.mf_internal_uuid | ||
ORDER BY subq_23.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS ds__day | ||
, first_value(subq_23.metric_time__day) OVER ( | ||
PARTITION BY | ||
subq_26.user | ||
, subq_26.ds__day | ||
, subq_26.mf_internal_uuid | ||
ORDER BY subq_23.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS metric_time__day | ||
, first_value(subq_23.user) OVER ( | ||
PARTITION BY | ||
subq_26.user | ||
, subq_26.ds__day | ||
, subq_26.mf_internal_uuid | ||
ORDER BY subq_23.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS user | ||
, subq_26.mf_internal_uuid AS mf_internal_uuid | ||
, subq_26.buys AS buys | ||
FROM ( | ||
-- Read Elements From Semantic Model 'visits_source' | ||
-- Metric Time Dimension 'ds' | ||
-- Pass Only Elements: ['visits', 'ds__day', 'metric_time__day', 'user'] | ||
SELECT | ||
DATE_TRUNC(ds, day) AS ds__day | ||
, DATE_TRUNC(ds, day) AS metric_time__day | ||
, user_id AS user | ||
, 1 AS visits | ||
FROM ***************************.fct_visits visits_source_src_28000 | ||
) subq_23 | ||
INNER JOIN ( | ||
-- Read Elements From Semantic Model 'buys_source' | ||
-- Metric Time Dimension 'ds' | ||
-- Add column with generated UUID | ||
SELECT | ||
DATE_TRUNC(ds, day) AS ds__day | ||
, user_id AS user | ||
, 1 AS buys | ||
, GENERATE_UUID() AS mf_internal_uuid | ||
FROM ***************************.fct_buys buys_source_src_28000 | ||
) subq_26 | ||
ON | ||
( | ||
subq_23.user = subq_26.user | ||
) AND ( | ||
(subq_23.ds__day <= subq_26.ds__day) | ||
) | ||
) subq_27 | ||
GROUP BY | ||
metric_time__day | ||
) subq_30 | ||
ON | ||
subq_20.metric_time__day = subq_30.metric_time__day | ||
GROUP BY | ||
metric_time__day | ||
) subq_31 |
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