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...shdown_rendering.py/SqlQueryPlan/BigQuery/test_conversion_metric_query_filters__plan0.sql
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...dering.py/SqlQueryPlan/BigQuery/test_conversion_metric_query_filters__plan0_optimized.sql
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-- Compute Metrics via Expressions | ||
SELECT | ||
metric_time__day | ||
, user__home_state_latest | ||
, CAST(buys AS FLOAT64) / CAST(NULLIF(visits, 0) AS FLOAT64) AS visit_buy_conversion_rate_7days | ||
FROM ( | ||
-- Combine Aggregated Outputs | ||
SELECT | ||
COALESCE(subq_37.metric_time__day, subq_54.metric_time__day) AS metric_time__day | ||
, COALESCE(subq_37.user__home_state_latest, subq_54.user__home_state_latest) AS user__home_state_latest | ||
, MAX(subq_37.visits) AS visits | ||
, MAX(subq_54.buys) AS buys | ||
FROM ( | ||
-- Join Standard Outputs | ||
-- Pass Only Elements: ['visits', 'user__home_state_latest', 'visit__referrer_id', 'metric_time__day'] | ||
-- Pass Only Elements: ['visits', 'user__home_state_latest', 'metric_time__day'] | ||
-- Aggregate Measures | ||
SELECT | ||
subq_31.metric_time__day AS metric_time__day | ||
, users_latest_src_28000.home_state_latest AS user__home_state_latest | ||
, SUM(subq_31.visits) AS visits | ||
FROM ( | ||
-- Constrain Output with WHERE | ||
-- Pass Only Elements: ['visits', 'visit__referrer_id', 'metric_time__day', 'user'] | ||
SELECT | ||
metric_time__day | ||
, subq_29.user | ||
, visits | ||
FROM ( | ||
-- Read Elements From Semantic Model 'visits_source' | ||
-- Metric Time Dimension 'ds' | ||
SELECT | ||
DATETIME_TRUNC(ds, day) AS metric_time__day | ||
, user_id AS user | ||
, referrer_id AS visit__referrer_id | ||
, 1 AS visits | ||
FROM ***************************.fct_visits visits_source_src_28000 | ||
) subq_29 | ||
WHERE visit__referrer_id = '123456' | ||
) subq_31 | ||
LEFT OUTER JOIN | ||
***************************.dim_users_latest users_latest_src_28000 | ||
ON | ||
subq_31.user = users_latest_src_28000.user_id | ||
GROUP BY | ||
metric_time__day | ||
, user__home_state_latest | ||
) subq_37 | ||
FULL OUTER JOIN ( | ||
-- Join Standard Outputs | ||
-- Pass Only Elements: ['buys', 'user__home_state_latest', 'metric_time__day'] | ||
-- Aggregate Measures | ||
SELECT | ||
subq_47.metric_time__day AS metric_time__day | ||
, users_latest_src_28000.home_state_latest AS user__home_state_latest | ||
, SUM(subq_47.buys) AS buys | ||
FROM ( | ||
-- Dedupe the fanout with mf_internal_uuid in the conversion data set | ||
SELECT DISTINCT | ||
FIRST_VALUE(subq_43.visits) OVER ( | ||
PARTITION BY | ||
subq_46.user | ||
, subq_46.ds__day | ||
, subq_46.mf_internal_uuid | ||
ORDER BY subq_43.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS visits | ||
, FIRST_VALUE(subq_43.visit__referrer_id) OVER ( | ||
PARTITION BY | ||
subq_46.user | ||
, subq_46.ds__day | ||
, subq_46.mf_internal_uuid | ||
ORDER BY subq_43.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS visit__referrer_id | ||
, FIRST_VALUE(subq_43.user__home_state_latest) OVER ( | ||
PARTITION BY | ||
subq_46.user | ||
, subq_46.ds__day | ||
, subq_46.mf_internal_uuid | ||
ORDER BY subq_43.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS user__home_state_latest | ||
, FIRST_VALUE(subq_43.ds__day) OVER ( | ||
PARTITION BY | ||
subq_46.user | ||
, subq_46.ds__day | ||
, subq_46.mf_internal_uuid | ||
ORDER BY subq_43.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS ds__day | ||
, FIRST_VALUE(subq_43.metric_time__day) OVER ( | ||
PARTITION BY | ||
subq_46.user | ||
, subq_46.ds__day | ||
, subq_46.mf_internal_uuid | ||
ORDER BY subq_43.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS metric_time__day | ||
, FIRST_VALUE(subq_43.user) OVER ( | ||
PARTITION BY | ||
subq_46.user | ||
, subq_46.ds__day | ||
, subq_46.mf_internal_uuid | ||
ORDER BY subq_43.ds__day DESC | ||
ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING | ||
) AS user | ||
, subq_46.mf_internal_uuid AS mf_internal_uuid | ||
, subq_46.buys AS buys | ||
FROM ( | ||
-- Join Standard Outputs | ||
-- Pass Only Elements: ['visits', 'visit__referrer_id', 'user__home_state_latest', 'ds__day', 'metric_time__day', 'user'] | ||
SELECT | ||
subq_39.ds__day AS ds__day | ||
, subq_39.metric_time__day AS metric_time__day | ||
, subq_39.user AS user | ||
, subq_39.visit__referrer_id AS visit__referrer_id | ||
, users_latest_src_28000.home_state_latest AS user__home_state_latest | ||
, subq_39.visits AS visits | ||
FROM ( | ||
-- Read Elements From Semantic Model 'visits_source' | ||
-- Metric Time Dimension 'ds' | ||
SELECT | ||
DATETIME_TRUNC(ds, day) AS ds__day | ||
, DATETIME_TRUNC(ds, day) AS metric_time__day | ||
, user_id AS user | ||
, referrer_id AS visit__referrer_id | ||
, 1 AS visits | ||
FROM ***************************.fct_visits visits_source_src_28000 | ||
) subq_39 | ||
LEFT OUTER JOIN | ||
***************************.dim_users_latest users_latest_src_28000 | ||
ON | ||
subq_39.user = users_latest_src_28000.user_id | ||
) subq_43 | ||
INNER JOIN ( | ||
-- Read Elements From Semantic Model 'buys_source' | ||
-- Metric Time Dimension 'ds' | ||
-- Add column with generated UUID | ||
SELECT | ||
DATETIME_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_46 | ||
ON | ||
( | ||
subq_43.user = subq_46.user | ||
) AND ( | ||
( | ||
subq_43.ds__day <= subq_46.ds__day | ||
) AND ( | ||
subq_43.ds__day > DATE_SUB(CAST(subq_46.ds__day AS DATETIME), INTERVAL 7 day) | ||
) | ||
) | ||
) subq_47 | ||
LEFT OUTER JOIN | ||
***************************.dim_users_latest users_latest_src_28000 | ||
ON | ||
subq_47.user = users_latest_src_28000.user_id | ||
GROUP BY | ||
metric_time__day | ||
, user__home_state_latest | ||
) subq_54 | ||
ON | ||
( | ||
subq_37.user__home_state_latest = subq_54.user__home_state_latest | ||
) AND ( | ||
subq_37.metric_time__day = subq_54.metric_time__day | ||
) | ||
GROUP BY | ||
metric_time__day | ||
, user__home_state_latest | ||
) subq_55 |
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