diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_saved_query_with_metric_joins_and_filter__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_saved_query_with_metric_joins_and_filter__plan0.sql new file mode 100644 index 0000000000..7651e623a6 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_saved_query_with_metric_joins_and_filter__plan0.sql @@ -0,0 +1,1431 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_11.bookings) AS bookings + , MAX(subq_23.views) AS views + , MAX(subq_49.bookings_per_view) AS bookings_per_view +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_10.listing__capacity_latest + , subq_10.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__capacity_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_8.listing__capacity_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.metric_time__day AS metric_time__day + , subq_2.listing AS listing + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_1.metric_time__day + , subq_1.listing + , subq_1.bookings + FROM ( + -- 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.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__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.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_8 + ) subq_9 + GROUP BY + listing__capacity_latest + ) subq_10 +) subq_11 +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_22.listing__capacity_latest + , subq_22.views + FROM ( + -- Aggregate Measures + SELECT + subq_21.listing__capacity_latest + , SUM(subq_21.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_20.listing__capacity_latest + , subq_20.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_19.metric_time__day + , subq_19.listing__is_lux_latest + , subq_19.listing__capacity_latest + , subq_19.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_18.metric_time__day + , subq_18.listing__is_lux_latest + , subq_18.listing__capacity_latest + , subq_18.views + FROM ( + -- Join Standard Outputs + SELECT + subq_14.metric_time__day AS metric_time__day + , subq_14.listing AS listing + , subq_17.is_lux_latest AS listing__is_lux_latest + , subq_17.capacity_latest AS listing__capacity_latest + , subq_14.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_13.metric_time__day + , subq_13.listing + , subq_13.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_12.ds__day + , subq_12.ds__week + , subq_12.ds__month + , subq_12.ds__quarter + , subq_12.ds__year + , subq_12.ds__extract_year + , subq_12.ds__extract_quarter + , subq_12.ds__extract_month + , subq_12.ds__extract_day + , subq_12.ds__extract_dow + , subq_12.ds__extract_doy + , subq_12.ds_partitioned__day + , subq_12.ds_partitioned__week + , subq_12.ds_partitioned__month + , subq_12.ds_partitioned__quarter + , subq_12.ds_partitioned__year + , subq_12.ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy + , subq_12.view__ds__day + , subq_12.view__ds__week + , subq_12.view__ds__month + , subq_12.view__ds__quarter + , subq_12.view__ds__year + , subq_12.view__ds__extract_year + , subq_12.view__ds__extract_quarter + , subq_12.view__ds__extract_month + , subq_12.view__ds__extract_day + , subq_12.view__ds__extract_dow + , subq_12.view__ds__extract_doy + , subq_12.view__ds_partitioned__day + , subq_12.view__ds_partitioned__week + , subq_12.view__ds_partitioned__month + , subq_12.view__ds_partitioned__quarter + , subq_12.view__ds_partitioned__year + , subq_12.view__ds_partitioned__extract_year + , subq_12.view__ds_partitioned__extract_quarter + , subq_12.view__ds_partitioned__extract_month + , subq_12.view__ds_partitioned__extract_day + , subq_12.view__ds_partitioned__extract_dow + , subq_12.view__ds_partitioned__extract_doy + , subq_12.ds__day AS metric_time__day + , subq_12.ds__week AS metric_time__week + , subq_12.ds__month AS metric_time__month + , subq_12.ds__quarter AS metric_time__quarter + , subq_12.ds__year AS metric_time__year + , subq_12.ds__extract_year AS metric_time__extract_year + , subq_12.ds__extract_quarter AS metric_time__extract_quarter + , subq_12.ds__extract_month AS metric_time__extract_month + , subq_12.ds__extract_day AS metric_time__extract_day + , subq_12.ds__extract_dow AS metric_time__extract_dow + , subq_12.ds__extract_doy AS metric_time__extract_doy + , subq_12.listing + , subq_12.user + , subq_12.view__listing + , subq_12.view__user + , subq_12.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATETIME_TRUNC(views_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(views_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(views_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(views_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(views_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(views_source_src_28000.ds, day) AS view__ds__day + , DATETIME_TRUNC(views_source_src_28000.ds, isoweek) AS view__ds__week + , DATETIME_TRUNC(views_source_src_28000.ds, month) AS view__ds__month + , DATETIME_TRUNC(views_source_src_28000.ds, quarter) AS view__ds__quarter + , DATETIME_TRUNC(views_source_src_28000.ds, year) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds) - 1) AS view__ds__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, day) AS view__ds_partitioned__day + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, isoweek) AS view__ds_partitioned__week + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, month) AS view__ds_partitioned__month + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, quarter) AS view__ds_partitioned__quarter + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, year) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) - 1) AS view__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_12 + ) subq_13 + ) subq_14 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_16.listing + , subq_16.is_lux_latest + , subq_16.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_15.ds__day + , subq_15.ds__week + , subq_15.ds__month + , subq_15.ds__quarter + , subq_15.ds__year + , subq_15.ds__extract_year + , subq_15.ds__extract_quarter + , subq_15.ds__extract_month + , subq_15.ds__extract_day + , subq_15.ds__extract_dow + , subq_15.ds__extract_doy + , subq_15.created_at__day + , subq_15.created_at__week + , subq_15.created_at__month + , subq_15.created_at__quarter + , subq_15.created_at__year + , subq_15.created_at__extract_year + , subq_15.created_at__extract_quarter + , subq_15.created_at__extract_month + , subq_15.created_at__extract_day + , subq_15.created_at__extract_dow + , subq_15.created_at__extract_doy + , subq_15.listing__ds__day + , subq_15.listing__ds__week + , subq_15.listing__ds__month + , subq_15.listing__ds__quarter + , subq_15.listing__ds__year + , subq_15.listing__ds__extract_year + , subq_15.listing__ds__extract_quarter + , subq_15.listing__ds__extract_month + , subq_15.listing__ds__extract_day + , subq_15.listing__ds__extract_dow + , subq_15.listing__ds__extract_doy + , subq_15.listing__created_at__day + , subq_15.listing__created_at__week + , subq_15.listing__created_at__month + , subq_15.listing__created_at__quarter + , subq_15.listing__created_at__year + , subq_15.listing__created_at__extract_year + , subq_15.listing__created_at__extract_quarter + , subq_15.listing__created_at__extract_month + , subq_15.listing__created_at__extract_day + , subq_15.listing__created_at__extract_dow + , subq_15.listing__created_at__extract_doy + , subq_15.ds__day AS metric_time__day + , subq_15.ds__week AS metric_time__week + , subq_15.ds__month AS metric_time__month + , subq_15.ds__quarter AS metric_time__quarter + , subq_15.ds__year AS metric_time__year + , subq_15.ds__extract_year AS metric_time__extract_year + , subq_15.ds__extract_quarter AS metric_time__extract_quarter + , subq_15.ds__extract_month AS metric_time__extract_month + , subq_15.ds__extract_day AS metric_time__extract_day + , subq_15.ds__extract_dow AS metric_time__extract_dow + , subq_15.ds__extract_doy AS metric_time__extract_doy + , subq_15.listing + , subq_15.user + , subq_15.listing__user + , subq_15.country_latest + , subq_15.is_lux_latest + , subq_15.capacity_latest + , subq_15.listing__country_latest + , subq_15.listing__is_lux_latest + , subq_15.listing__capacity_latest + , subq_15.listings + , subq_15.largest_listing + , subq_15.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_15 + ) subq_16 + ) subq_17 + ON + subq_14.listing = subq_17.listing + ) subq_18 + ) subq_19 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_20 + ) subq_21 + GROUP BY + listing__capacity_latest + ) subq_22 +) subq_23 +ON + subq_11.listing__capacity_latest = subq_23.listing__capacity_latest +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_48.listing__capacity_latest + , CAST(subq_48.bookings AS FLOAT64) / CAST(NULLIF(subq_48.views, 0) AS FLOAT64) AS bookings_per_view + FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_35.bookings) AS bookings + , MAX(subq_47.views) AS views + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_34.listing__capacity_latest + , subq_34.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_33.listing__capacity_latest + , SUM(subq_33.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_32.listing__capacity_latest + , subq_32.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_31.metric_time__day + , subq_31.listing__is_lux_latest + , subq_31.listing__capacity_latest + , subq_31.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_30.metric_time__day + , subq_30.listing__is_lux_latest + , subq_30.listing__capacity_latest + , subq_30.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_26.metric_time__day AS metric_time__day + , subq_26.listing AS listing + , subq_29.is_lux_latest AS listing__is_lux_latest + , subq_29.capacity_latest AS listing__capacity_latest + , subq_26.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_25.metric_time__day + , subq_25.listing + , subq_25.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_24.ds__day + , subq_24.ds__week + , subq_24.ds__month + , subq_24.ds__quarter + , subq_24.ds__year + , subq_24.ds__extract_year + , subq_24.ds__extract_quarter + , subq_24.ds__extract_month + , subq_24.ds__extract_day + , subq_24.ds__extract_dow + , subq_24.ds__extract_doy + , subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.paid_at__day + , subq_24.paid_at__week + , subq_24.paid_at__month + , subq_24.paid_at__quarter + , subq_24.paid_at__year + , subq_24.paid_at__extract_year + , subq_24.paid_at__extract_quarter + , subq_24.paid_at__extract_month + , subq_24.paid_at__extract_day + , subq_24.paid_at__extract_dow + , subq_24.paid_at__extract_doy + , subq_24.booking__ds__day + , subq_24.booking__ds__week + , subq_24.booking__ds__month + , subq_24.booking__ds__quarter + , subq_24.booking__ds__year + , subq_24.booking__ds__extract_year + , subq_24.booking__ds__extract_quarter + , subq_24.booking__ds__extract_month + , subq_24.booking__ds__extract_day + , subq_24.booking__ds__extract_dow + , subq_24.booking__ds__extract_doy + , subq_24.booking__ds_partitioned__day + , subq_24.booking__ds_partitioned__week + , subq_24.booking__ds_partitioned__month + , subq_24.booking__ds_partitioned__quarter + , subq_24.booking__ds_partitioned__year + , subq_24.booking__ds_partitioned__extract_year + , subq_24.booking__ds_partitioned__extract_quarter + , subq_24.booking__ds_partitioned__extract_month + , subq_24.booking__ds_partitioned__extract_day + , subq_24.booking__ds_partitioned__extract_dow + , subq_24.booking__ds_partitioned__extract_doy + , subq_24.booking__paid_at__day + , subq_24.booking__paid_at__week + , subq_24.booking__paid_at__month + , subq_24.booking__paid_at__quarter + , subq_24.booking__paid_at__year + , subq_24.booking__paid_at__extract_year + , subq_24.booking__paid_at__extract_quarter + , subq_24.booking__paid_at__extract_month + , subq_24.booking__paid_at__extract_day + , subq_24.booking__paid_at__extract_dow + , subq_24.booking__paid_at__extract_doy + , subq_24.ds__day AS metric_time__day + , subq_24.ds__week AS metric_time__week + , subq_24.ds__month AS metric_time__month + , subq_24.ds__quarter AS metric_time__quarter + , subq_24.ds__year AS metric_time__year + , subq_24.ds__extract_year AS metric_time__extract_year + , subq_24.ds__extract_quarter AS metric_time__extract_quarter + , subq_24.ds__extract_month AS metric_time__extract_month + , subq_24.ds__extract_day AS metric_time__extract_day + , subq_24.ds__extract_dow AS metric_time__extract_dow + , subq_24.ds__extract_doy AS metric_time__extract_doy + , subq_24.listing + , subq_24.guest + , subq_24.host + , subq_24.booking__listing + , subq_24.booking__guest + , subq_24.booking__host + , subq_24.is_instant + , subq_24.booking__is_instant + , subq_24.bookings + , subq_24.instant_bookings + , subq_24.booking_value + , subq_24.max_booking_value + , subq_24.min_booking_value + , subq_24.bookers + , subq_24.average_booking_value + , subq_24.referred_bookings + , subq_24.median_booking_value + , subq_24.booking_value_p99 + , subq_24.discrete_booking_value_p99 + , subq_24.approximate_continuous_booking_value_p99 + , subq_24.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATETIME_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATETIME_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATETIME_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATETIME_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds, year) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds) - 1) AS booking__ds__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATETIME_TRUNC(bookings_source_src_28000.ds_partitioned, year) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.ds_partitioned) - 1) AS booking__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATETIME_TRUNC(bookings_source_src_28000.paid_at, year) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , IF(EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) = 1, 7, EXTRACT(dayofweek FROM bookings_source_src_28000.paid_at) - 1) AS booking__paid_at__extract_dow + , EXTRACT(dayofyear FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_24 + ) subq_25 + ) subq_26 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_28.listing + , subq_28.is_lux_latest + , subq_28.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_27.ds__day + , subq_27.ds__week + , subq_27.ds__month + , subq_27.ds__quarter + , subq_27.ds__year + , subq_27.ds__extract_year + , subq_27.ds__extract_quarter + , subq_27.ds__extract_month + , subq_27.ds__extract_day + , subq_27.ds__extract_dow + , subq_27.ds__extract_doy + , subq_27.created_at__day + , subq_27.created_at__week + , subq_27.created_at__month + , subq_27.created_at__quarter + , subq_27.created_at__year + , subq_27.created_at__extract_year + , subq_27.created_at__extract_quarter + , subq_27.created_at__extract_month + , subq_27.created_at__extract_day + , subq_27.created_at__extract_dow + , subq_27.created_at__extract_doy + , subq_27.listing__ds__day + , subq_27.listing__ds__week + , subq_27.listing__ds__month + , subq_27.listing__ds__quarter + , subq_27.listing__ds__year + , subq_27.listing__ds__extract_year + , subq_27.listing__ds__extract_quarter + , subq_27.listing__ds__extract_month + , subq_27.listing__ds__extract_day + , subq_27.listing__ds__extract_dow + , subq_27.listing__ds__extract_doy + , subq_27.listing__created_at__day + , subq_27.listing__created_at__week + , subq_27.listing__created_at__month + , subq_27.listing__created_at__quarter + , subq_27.listing__created_at__year + , subq_27.listing__created_at__extract_year + , subq_27.listing__created_at__extract_quarter + , subq_27.listing__created_at__extract_month + , subq_27.listing__created_at__extract_day + , subq_27.listing__created_at__extract_dow + , subq_27.listing__created_at__extract_doy + , subq_27.ds__day AS metric_time__day + , subq_27.ds__week AS metric_time__week + , subq_27.ds__month AS metric_time__month + , subq_27.ds__quarter AS metric_time__quarter + , subq_27.ds__year AS metric_time__year + , subq_27.ds__extract_year AS metric_time__extract_year + , subq_27.ds__extract_quarter AS metric_time__extract_quarter + , subq_27.ds__extract_month AS metric_time__extract_month + , subq_27.ds__extract_day AS metric_time__extract_day + , subq_27.ds__extract_dow AS metric_time__extract_dow + , subq_27.ds__extract_doy AS metric_time__extract_doy + , subq_27.listing + , subq_27.user + , subq_27.listing__user + , subq_27.country_latest + , subq_27.is_lux_latest + , subq_27.capacity_latest + , subq_27.listing__country_latest + , subq_27.listing__is_lux_latest + , subq_27.listing__capacity_latest + , subq_27.listings + , subq_27.largest_listing + , subq_27.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_27 + ) subq_28 + ) subq_29 + ON + subq_26.listing = subq_29.listing + ) subq_30 + ) subq_31 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_32 + ) subq_33 + GROUP BY + listing__capacity_latest + ) subq_34 + ) subq_35 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_46.listing__capacity_latest + , subq_46.views + FROM ( + -- Aggregate Measures + SELECT + subq_45.listing__capacity_latest + , SUM(subq_45.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_44.listing__capacity_latest + , subq_44.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_43.metric_time__day + , subq_43.listing__is_lux_latest + , subq_43.listing__capacity_latest + , subq_43.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_42.metric_time__day + , subq_42.listing__is_lux_latest + , subq_42.listing__capacity_latest + , subq_42.views + FROM ( + -- Join Standard Outputs + SELECT + subq_38.metric_time__day AS metric_time__day + , subq_38.listing AS listing + , subq_41.is_lux_latest AS listing__is_lux_latest + , subq_41.capacity_latest AS listing__capacity_latest + , subq_38.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_37.metric_time__day + , subq_37.listing + , subq_37.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_36.ds__day + , subq_36.ds__week + , subq_36.ds__month + , subq_36.ds__quarter + , subq_36.ds__year + , subq_36.ds__extract_year + , subq_36.ds__extract_quarter + , subq_36.ds__extract_month + , subq_36.ds__extract_day + , subq_36.ds__extract_dow + , subq_36.ds__extract_doy + , subq_36.ds_partitioned__day + , subq_36.ds_partitioned__week + , subq_36.ds_partitioned__month + , subq_36.ds_partitioned__quarter + , subq_36.ds_partitioned__year + , subq_36.ds_partitioned__extract_year + , subq_36.ds_partitioned__extract_quarter + , subq_36.ds_partitioned__extract_month + , subq_36.ds_partitioned__extract_day + , subq_36.ds_partitioned__extract_dow + , subq_36.ds_partitioned__extract_doy + , subq_36.view__ds__day + , subq_36.view__ds__week + , subq_36.view__ds__month + , subq_36.view__ds__quarter + , subq_36.view__ds__year + , subq_36.view__ds__extract_year + , subq_36.view__ds__extract_quarter + , subq_36.view__ds__extract_month + , subq_36.view__ds__extract_day + , subq_36.view__ds__extract_dow + , subq_36.view__ds__extract_doy + , subq_36.view__ds_partitioned__day + , subq_36.view__ds_partitioned__week + , subq_36.view__ds_partitioned__month + , subq_36.view__ds_partitioned__quarter + , subq_36.view__ds_partitioned__year + , subq_36.view__ds_partitioned__extract_year + , subq_36.view__ds_partitioned__extract_quarter + , subq_36.view__ds_partitioned__extract_month + , subq_36.view__ds_partitioned__extract_day + , subq_36.view__ds_partitioned__extract_dow + , subq_36.view__ds_partitioned__extract_doy + , subq_36.ds__day AS metric_time__day + , subq_36.ds__week AS metric_time__week + , subq_36.ds__month AS metric_time__month + , subq_36.ds__quarter AS metric_time__quarter + , subq_36.ds__year AS metric_time__year + , subq_36.ds__extract_year AS metric_time__extract_year + , subq_36.ds__extract_quarter AS metric_time__extract_quarter + , subq_36.ds__extract_month AS metric_time__extract_month + , subq_36.ds__extract_day AS metric_time__extract_day + , subq_36.ds__extract_dow AS metric_time__extract_dow + , subq_36.ds__extract_doy AS metric_time__extract_doy + , subq_36.listing + , subq_36.user + , subq_36.view__listing + , subq_36.view__user + , subq_36.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATETIME_TRUNC(views_source_src_28000.ds, day) AS ds__day + , DATETIME_TRUNC(views_source_src_28000.ds, isoweek) AS ds__week + , DATETIME_TRUNC(views_source_src_28000.ds, month) AS ds__month + , DATETIME_TRUNC(views_source_src_28000.ds, quarter) AS ds__quarter + , DATETIME_TRUNC(views_source_src_28000.ds, year) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds) AS ds__extract_doy + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, year) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) - 1) AS ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATETIME_TRUNC(views_source_src_28000.ds, day) AS view__ds__day + , DATETIME_TRUNC(views_source_src_28000.ds, isoweek) AS view__ds__week + , DATETIME_TRUNC(views_source_src_28000.ds, month) AS view__ds__month + , DATETIME_TRUNC(views_source_src_28000.ds, quarter) AS view__ds__quarter + , DATETIME_TRUNC(views_source_src_28000.ds, year) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds) - 1) AS view__ds__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, day) AS view__ds_partitioned__day + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, isoweek) AS view__ds_partitioned__week + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, month) AS view__ds_partitioned__month + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, quarter) AS view__ds_partitioned__quarter + , DATETIME_TRUNC(views_source_src_28000.ds_partitioned, year) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , IF(EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) = 1, 7, EXTRACT(dayofweek FROM views_source_src_28000.ds_partitioned) - 1) AS view__ds_partitioned__extract_dow + , EXTRACT(dayofyear FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_36 + ) subq_37 + ) subq_38 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_40.listing + , subq_40.is_lux_latest + , subq_40.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_39.ds__day + , subq_39.ds__week + , subq_39.ds__month + , subq_39.ds__quarter + , subq_39.ds__year + , subq_39.ds__extract_year + , subq_39.ds__extract_quarter + , subq_39.ds__extract_month + , subq_39.ds__extract_day + , subq_39.ds__extract_dow + , subq_39.ds__extract_doy + , subq_39.created_at__day + , subq_39.created_at__week + , subq_39.created_at__month + , subq_39.created_at__quarter + , subq_39.created_at__year + , subq_39.created_at__extract_year + , subq_39.created_at__extract_quarter + , subq_39.created_at__extract_month + , subq_39.created_at__extract_day + , subq_39.created_at__extract_dow + , subq_39.created_at__extract_doy + , subq_39.listing__ds__day + , subq_39.listing__ds__week + , subq_39.listing__ds__month + , subq_39.listing__ds__quarter + , subq_39.listing__ds__year + , subq_39.listing__ds__extract_year + , subq_39.listing__ds__extract_quarter + , subq_39.listing__ds__extract_month + , subq_39.listing__ds__extract_day + , subq_39.listing__ds__extract_dow + , subq_39.listing__ds__extract_doy + , subq_39.listing__created_at__day + , subq_39.listing__created_at__week + , subq_39.listing__created_at__month + , subq_39.listing__created_at__quarter + , subq_39.listing__created_at__year + , subq_39.listing__created_at__extract_year + , subq_39.listing__created_at__extract_quarter + , subq_39.listing__created_at__extract_month + , subq_39.listing__created_at__extract_day + , subq_39.listing__created_at__extract_dow + , subq_39.listing__created_at__extract_doy + , subq_39.ds__day AS metric_time__day + , subq_39.ds__week AS metric_time__week + , subq_39.ds__month AS metric_time__month + , subq_39.ds__quarter AS metric_time__quarter + , subq_39.ds__year AS metric_time__year + , subq_39.ds__extract_year AS metric_time__extract_year + , subq_39.ds__extract_quarter AS metric_time__extract_quarter + , subq_39.ds__extract_month AS metric_time__extract_month + , subq_39.ds__extract_day AS metric_time__extract_day + , subq_39.ds__extract_dow AS metric_time__extract_dow + , subq_39.ds__extract_doy AS metric_time__extract_doy + , subq_39.listing + , subq_39.user + , subq_39.listing__user + , subq_39.country_latest + , subq_39.is_lux_latest + , subq_39.capacity_latest + , subq_39.listing__country_latest + , subq_39.listing__is_lux_latest + , subq_39.listing__capacity_latest + , subq_39.listings + , subq_39.largest_listing + , subq_39.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__ds__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__ds__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__ds__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__ds__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__ds__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATETIME_TRUNC(listings_latest_src_28000.created_at, day) AS listing__created_at__day + , DATETIME_TRUNC(listings_latest_src_28000.created_at, isoweek) AS listing__created_at__week + , DATETIME_TRUNC(listings_latest_src_28000.created_at, month) AS listing__created_at__month + , DATETIME_TRUNC(listings_latest_src_28000.created_at, quarter) AS listing__created_at__quarter + , DATETIME_TRUNC(listings_latest_src_28000.created_at, year) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , IF(EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) = 1, 7, EXTRACT(dayofweek FROM listings_latest_src_28000.created_at) - 1) AS listing__created_at__extract_dow + , EXTRACT(dayofyear FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_39 + ) subq_40 + ) subq_41 + ON + subq_38.listing = subq_41.listing + ) subq_42 + ) subq_43 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_44 + ) subq_45 + GROUP BY + listing__capacity_latest + ) subq_46 + ) subq_47 + ON + subq_35.listing__capacity_latest = subq_47.listing__capacity_latest + GROUP BY + listing__capacity_latest + ) subq_48 +) subq_49 +ON + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest) = subq_49.listing__capacity_latest +GROUP BY + listing__capacity_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql new file mode 100644 index 0000000000..34d3360c10 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/BigQuery/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql @@ -0,0 +1,163 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_61.bookings) AS bookings + , MAX(subq_73.views) AS views + , MAX(CAST(subq_98.bookings AS FLOAT64) / CAST(NULLIF(subq_98.views, 0) AS FLOAT64)) AS bookings_per_view +FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_52.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_52.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_52 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_52.listing = listings_latest_src_28000.listing_id + ) subq_57 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_61 +FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_64.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_64.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_64 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_64.listing = listings_latest_src_28000.listing_id + ) subq_69 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_73 +ON + subq_61.listing__capacity_latest = subq_73.listing__capacity_latest +FULL OUTER JOIN ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_85.bookings) AS bookings + , MAX(subq_97.views) AS views + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_76.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_76.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_76 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_76.listing = listings_latest_src_28000.listing_id + ) subq_81 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_85 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_88.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_88.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATETIME_TRUNC(ds, day) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_88 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_88.listing = listings_latest_src_28000.listing_id + ) subq_93 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_97 + ON + subq_85.listing__capacity_latest = subq_97.listing__capacity_latest + GROUP BY + listing__capacity_latest +) subq_98 +ON + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest) = subq_98.listing__capacity_latest +GROUP BY + listing__capacity_latest diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_saved_query_with_metric_joins_and_filter__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_saved_query_with_metric_joins_and_filter__plan0.sql new file mode 100644 index 0000000000..a9ad15dac1 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_saved_query_with_metric_joins_and_filter__plan0.sql @@ -0,0 +1,1431 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_11.bookings) AS bookings + , MAX(subq_23.views) AS views + , MAX(subq_49.bookings_per_view) AS bookings_per_view +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_10.listing__capacity_latest + , subq_10.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__capacity_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_8.listing__capacity_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.metric_time__day AS metric_time__day + , subq_2.listing AS listing + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_1.metric_time__day + , subq_1.listing + , subq_1.bookings + FROM ( + -- 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.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__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.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__capacity_latest + ) subq_10 +) subq_11 +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_22.listing__capacity_latest + , subq_22.views + FROM ( + -- Aggregate Measures + SELECT + subq_21.listing__capacity_latest + , SUM(subq_21.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_20.listing__capacity_latest + , subq_20.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_19.metric_time__day + , subq_19.listing__is_lux_latest + , subq_19.listing__capacity_latest + , subq_19.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_18.metric_time__day + , subq_18.listing__is_lux_latest + , subq_18.listing__capacity_latest + , subq_18.views + FROM ( + -- Join Standard Outputs + SELECT + subq_14.metric_time__day AS metric_time__day + , subq_14.listing AS listing + , subq_17.is_lux_latest AS listing__is_lux_latest + , subq_17.capacity_latest AS listing__capacity_latest + , subq_14.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_13.metric_time__day + , subq_13.listing + , subq_13.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_12.ds__day + , subq_12.ds__week + , subq_12.ds__month + , subq_12.ds__quarter + , subq_12.ds__year + , subq_12.ds__extract_year + , subq_12.ds__extract_quarter + , subq_12.ds__extract_month + , subq_12.ds__extract_day + , subq_12.ds__extract_dow + , subq_12.ds__extract_doy + , subq_12.ds_partitioned__day + , subq_12.ds_partitioned__week + , subq_12.ds_partitioned__month + , subq_12.ds_partitioned__quarter + , subq_12.ds_partitioned__year + , subq_12.ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy + , subq_12.view__ds__day + , subq_12.view__ds__week + , subq_12.view__ds__month + , subq_12.view__ds__quarter + , subq_12.view__ds__year + , subq_12.view__ds__extract_year + , subq_12.view__ds__extract_quarter + , subq_12.view__ds__extract_month + , subq_12.view__ds__extract_day + , subq_12.view__ds__extract_dow + , subq_12.view__ds__extract_doy + , subq_12.view__ds_partitioned__day + , subq_12.view__ds_partitioned__week + , subq_12.view__ds_partitioned__month + , subq_12.view__ds_partitioned__quarter + , subq_12.view__ds_partitioned__year + , subq_12.view__ds_partitioned__extract_year + , subq_12.view__ds_partitioned__extract_quarter + , subq_12.view__ds_partitioned__extract_month + , subq_12.view__ds_partitioned__extract_day + , subq_12.view__ds_partitioned__extract_dow + , subq_12.view__ds_partitioned__extract_doy + , subq_12.ds__day AS metric_time__day + , subq_12.ds__week AS metric_time__week + , subq_12.ds__month AS metric_time__month + , subq_12.ds__quarter AS metric_time__quarter + , subq_12.ds__year AS metric_time__year + , subq_12.ds__extract_year AS metric_time__extract_year + , subq_12.ds__extract_quarter AS metric_time__extract_quarter + , subq_12.ds__extract_month AS metric_time__extract_month + , subq_12.ds__extract_day AS metric_time__extract_day + , subq_12.ds__extract_dow AS metric_time__extract_dow + , subq_12.ds__extract_doy AS metric_time__extract_doy + , subq_12.listing + , subq_12.user + , subq_12.view__listing + , subq_12.view__user + , subq_12.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_12 + ) subq_13 + ) subq_14 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_16.listing + , subq_16.is_lux_latest + , subq_16.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_15.ds__day + , subq_15.ds__week + , subq_15.ds__month + , subq_15.ds__quarter + , subq_15.ds__year + , subq_15.ds__extract_year + , subq_15.ds__extract_quarter + , subq_15.ds__extract_month + , subq_15.ds__extract_day + , subq_15.ds__extract_dow + , subq_15.ds__extract_doy + , subq_15.created_at__day + , subq_15.created_at__week + , subq_15.created_at__month + , subq_15.created_at__quarter + , subq_15.created_at__year + , subq_15.created_at__extract_year + , subq_15.created_at__extract_quarter + , subq_15.created_at__extract_month + , subq_15.created_at__extract_day + , subq_15.created_at__extract_dow + , subq_15.created_at__extract_doy + , subq_15.listing__ds__day + , subq_15.listing__ds__week + , subq_15.listing__ds__month + , subq_15.listing__ds__quarter + , subq_15.listing__ds__year + , subq_15.listing__ds__extract_year + , subq_15.listing__ds__extract_quarter + , subq_15.listing__ds__extract_month + , subq_15.listing__ds__extract_day + , subq_15.listing__ds__extract_dow + , subq_15.listing__ds__extract_doy + , subq_15.listing__created_at__day + , subq_15.listing__created_at__week + , subq_15.listing__created_at__month + , subq_15.listing__created_at__quarter + , subq_15.listing__created_at__year + , subq_15.listing__created_at__extract_year + , subq_15.listing__created_at__extract_quarter + , subq_15.listing__created_at__extract_month + , subq_15.listing__created_at__extract_day + , subq_15.listing__created_at__extract_dow + , subq_15.listing__created_at__extract_doy + , subq_15.ds__day AS metric_time__day + , subq_15.ds__week AS metric_time__week + , subq_15.ds__month AS metric_time__month + , subq_15.ds__quarter AS metric_time__quarter + , subq_15.ds__year AS metric_time__year + , subq_15.ds__extract_year AS metric_time__extract_year + , subq_15.ds__extract_quarter AS metric_time__extract_quarter + , subq_15.ds__extract_month AS metric_time__extract_month + , subq_15.ds__extract_day AS metric_time__extract_day + , subq_15.ds__extract_dow AS metric_time__extract_dow + , subq_15.ds__extract_doy AS metric_time__extract_doy + , subq_15.listing + , subq_15.user + , subq_15.listing__user + , subq_15.country_latest + , subq_15.is_lux_latest + , subq_15.capacity_latest + , subq_15.listing__country_latest + , subq_15.listing__is_lux_latest + , subq_15.listing__capacity_latest + , subq_15.listings + , subq_15.largest_listing + , subq_15.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_15 + ) subq_16 + ) subq_17 + ON + subq_14.listing = subq_17.listing + ) subq_18 + ) subq_19 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_20 + ) subq_21 + GROUP BY + subq_21.listing__capacity_latest + ) subq_22 +) subq_23 +ON + subq_11.listing__capacity_latest = subq_23.listing__capacity_latest +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_48.listing__capacity_latest + , CAST(subq_48.bookings AS DOUBLE) / CAST(NULLIF(subq_48.views, 0) AS DOUBLE) AS bookings_per_view + FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_35.bookings) AS bookings + , MAX(subq_47.views) AS views + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_34.listing__capacity_latest + , subq_34.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_33.listing__capacity_latest + , SUM(subq_33.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_32.listing__capacity_latest + , subq_32.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_31.metric_time__day + , subq_31.listing__is_lux_latest + , subq_31.listing__capacity_latest + , subq_31.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_30.metric_time__day + , subq_30.listing__is_lux_latest + , subq_30.listing__capacity_latest + , subq_30.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_26.metric_time__day AS metric_time__day + , subq_26.listing AS listing + , subq_29.is_lux_latest AS listing__is_lux_latest + , subq_29.capacity_latest AS listing__capacity_latest + , subq_26.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_25.metric_time__day + , subq_25.listing + , subq_25.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_24.ds__day + , subq_24.ds__week + , subq_24.ds__month + , subq_24.ds__quarter + , subq_24.ds__year + , subq_24.ds__extract_year + , subq_24.ds__extract_quarter + , subq_24.ds__extract_month + , subq_24.ds__extract_day + , subq_24.ds__extract_dow + , subq_24.ds__extract_doy + , subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.paid_at__day + , subq_24.paid_at__week + , subq_24.paid_at__month + , subq_24.paid_at__quarter + , subq_24.paid_at__year + , subq_24.paid_at__extract_year + , subq_24.paid_at__extract_quarter + , subq_24.paid_at__extract_month + , subq_24.paid_at__extract_day + , subq_24.paid_at__extract_dow + , subq_24.paid_at__extract_doy + , subq_24.booking__ds__day + , subq_24.booking__ds__week + , subq_24.booking__ds__month + , subq_24.booking__ds__quarter + , subq_24.booking__ds__year + , subq_24.booking__ds__extract_year + , subq_24.booking__ds__extract_quarter + , subq_24.booking__ds__extract_month + , subq_24.booking__ds__extract_day + , subq_24.booking__ds__extract_dow + , subq_24.booking__ds__extract_doy + , subq_24.booking__ds_partitioned__day + , subq_24.booking__ds_partitioned__week + , subq_24.booking__ds_partitioned__month + , subq_24.booking__ds_partitioned__quarter + , subq_24.booking__ds_partitioned__year + , subq_24.booking__ds_partitioned__extract_year + , subq_24.booking__ds_partitioned__extract_quarter + , subq_24.booking__ds_partitioned__extract_month + , subq_24.booking__ds_partitioned__extract_day + , subq_24.booking__ds_partitioned__extract_dow + , subq_24.booking__ds_partitioned__extract_doy + , subq_24.booking__paid_at__day + , subq_24.booking__paid_at__week + , subq_24.booking__paid_at__month + , subq_24.booking__paid_at__quarter + , subq_24.booking__paid_at__year + , subq_24.booking__paid_at__extract_year + , subq_24.booking__paid_at__extract_quarter + , subq_24.booking__paid_at__extract_month + , subq_24.booking__paid_at__extract_day + , subq_24.booking__paid_at__extract_dow + , subq_24.booking__paid_at__extract_doy + , subq_24.ds__day AS metric_time__day + , subq_24.ds__week AS metric_time__week + , subq_24.ds__month AS metric_time__month + , subq_24.ds__quarter AS metric_time__quarter + , subq_24.ds__year AS metric_time__year + , subq_24.ds__extract_year AS metric_time__extract_year + , subq_24.ds__extract_quarter AS metric_time__extract_quarter + , subq_24.ds__extract_month AS metric_time__extract_month + , subq_24.ds__extract_day AS metric_time__extract_day + , subq_24.ds__extract_dow AS metric_time__extract_dow + , subq_24.ds__extract_doy AS metric_time__extract_doy + , subq_24.listing + , subq_24.guest + , subq_24.host + , subq_24.booking__listing + , subq_24.booking__guest + , subq_24.booking__host + , subq_24.is_instant + , subq_24.booking__is_instant + , subq_24.bookings + , subq_24.instant_bookings + , subq_24.booking_value + , subq_24.max_booking_value + , subq_24.min_booking_value + , subq_24.bookers + , subq_24.average_booking_value + , subq_24.referred_bookings + , subq_24.median_booking_value + , subq_24.booking_value_p99 + , subq_24.discrete_booking_value_p99 + , subq_24.approximate_continuous_booking_value_p99 + , subq_24.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_24 + ) subq_25 + ) subq_26 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_28.listing + , subq_28.is_lux_latest + , subq_28.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_27.ds__day + , subq_27.ds__week + , subq_27.ds__month + , subq_27.ds__quarter + , subq_27.ds__year + , subq_27.ds__extract_year + , subq_27.ds__extract_quarter + , subq_27.ds__extract_month + , subq_27.ds__extract_day + , subq_27.ds__extract_dow + , subq_27.ds__extract_doy + , subq_27.created_at__day + , subq_27.created_at__week + , subq_27.created_at__month + , subq_27.created_at__quarter + , subq_27.created_at__year + , subq_27.created_at__extract_year + , subq_27.created_at__extract_quarter + , subq_27.created_at__extract_month + , subq_27.created_at__extract_day + , subq_27.created_at__extract_dow + , subq_27.created_at__extract_doy + , subq_27.listing__ds__day + , subq_27.listing__ds__week + , subq_27.listing__ds__month + , subq_27.listing__ds__quarter + , subq_27.listing__ds__year + , subq_27.listing__ds__extract_year + , subq_27.listing__ds__extract_quarter + , subq_27.listing__ds__extract_month + , subq_27.listing__ds__extract_day + , subq_27.listing__ds__extract_dow + , subq_27.listing__ds__extract_doy + , subq_27.listing__created_at__day + , subq_27.listing__created_at__week + , subq_27.listing__created_at__month + , subq_27.listing__created_at__quarter + , subq_27.listing__created_at__year + , subq_27.listing__created_at__extract_year + , subq_27.listing__created_at__extract_quarter + , subq_27.listing__created_at__extract_month + , subq_27.listing__created_at__extract_day + , subq_27.listing__created_at__extract_dow + , subq_27.listing__created_at__extract_doy + , subq_27.ds__day AS metric_time__day + , subq_27.ds__week AS metric_time__week + , subq_27.ds__month AS metric_time__month + , subq_27.ds__quarter AS metric_time__quarter + , subq_27.ds__year AS metric_time__year + , subq_27.ds__extract_year AS metric_time__extract_year + , subq_27.ds__extract_quarter AS metric_time__extract_quarter + , subq_27.ds__extract_month AS metric_time__extract_month + , subq_27.ds__extract_day AS metric_time__extract_day + , subq_27.ds__extract_dow AS metric_time__extract_dow + , subq_27.ds__extract_doy AS metric_time__extract_doy + , subq_27.listing + , subq_27.user + , subq_27.listing__user + , subq_27.country_latest + , subq_27.is_lux_latest + , subq_27.capacity_latest + , subq_27.listing__country_latest + , subq_27.listing__is_lux_latest + , subq_27.listing__capacity_latest + , subq_27.listings + , subq_27.largest_listing + , subq_27.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_27 + ) subq_28 + ) subq_29 + ON + subq_26.listing = subq_29.listing + ) subq_30 + ) subq_31 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_32 + ) subq_33 + GROUP BY + subq_33.listing__capacity_latest + ) subq_34 + ) subq_35 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_46.listing__capacity_latest + , subq_46.views + FROM ( + -- Aggregate Measures + SELECT + subq_45.listing__capacity_latest + , SUM(subq_45.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_44.listing__capacity_latest + , subq_44.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_43.metric_time__day + , subq_43.listing__is_lux_latest + , subq_43.listing__capacity_latest + , subq_43.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_42.metric_time__day + , subq_42.listing__is_lux_latest + , subq_42.listing__capacity_latest + , subq_42.views + FROM ( + -- Join Standard Outputs + SELECT + subq_38.metric_time__day AS metric_time__day + , subq_38.listing AS listing + , subq_41.is_lux_latest AS listing__is_lux_latest + , subq_41.capacity_latest AS listing__capacity_latest + , subq_38.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_37.metric_time__day + , subq_37.listing + , subq_37.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_36.ds__day + , subq_36.ds__week + , subq_36.ds__month + , subq_36.ds__quarter + , subq_36.ds__year + , subq_36.ds__extract_year + , subq_36.ds__extract_quarter + , subq_36.ds__extract_month + , subq_36.ds__extract_day + , subq_36.ds__extract_dow + , subq_36.ds__extract_doy + , subq_36.ds_partitioned__day + , subq_36.ds_partitioned__week + , subq_36.ds_partitioned__month + , subq_36.ds_partitioned__quarter + , subq_36.ds_partitioned__year + , subq_36.ds_partitioned__extract_year + , subq_36.ds_partitioned__extract_quarter + , subq_36.ds_partitioned__extract_month + , subq_36.ds_partitioned__extract_day + , subq_36.ds_partitioned__extract_dow + , subq_36.ds_partitioned__extract_doy + , subq_36.view__ds__day + , subq_36.view__ds__week + , subq_36.view__ds__month + , subq_36.view__ds__quarter + , subq_36.view__ds__year + , subq_36.view__ds__extract_year + , subq_36.view__ds__extract_quarter + , subq_36.view__ds__extract_month + , subq_36.view__ds__extract_day + , subq_36.view__ds__extract_dow + , subq_36.view__ds__extract_doy + , subq_36.view__ds_partitioned__day + , subq_36.view__ds_partitioned__week + , subq_36.view__ds_partitioned__month + , subq_36.view__ds_partitioned__quarter + , subq_36.view__ds_partitioned__year + , subq_36.view__ds_partitioned__extract_year + , subq_36.view__ds_partitioned__extract_quarter + , subq_36.view__ds_partitioned__extract_month + , subq_36.view__ds_partitioned__extract_day + , subq_36.view__ds_partitioned__extract_dow + , subq_36.view__ds_partitioned__extract_doy + , subq_36.ds__day AS metric_time__day + , subq_36.ds__week AS metric_time__week + , subq_36.ds__month AS metric_time__month + , subq_36.ds__quarter AS metric_time__quarter + , subq_36.ds__year AS metric_time__year + , subq_36.ds__extract_year AS metric_time__extract_year + , subq_36.ds__extract_quarter AS metric_time__extract_quarter + , subq_36.ds__extract_month AS metric_time__extract_month + , subq_36.ds__extract_day AS metric_time__extract_day + , subq_36.ds__extract_dow AS metric_time__extract_dow + , subq_36.ds__extract_doy AS metric_time__extract_doy + , subq_36.listing + , subq_36.user + , subq_36.view__listing + , subq_36.view__user + , subq_36.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_36 + ) subq_37 + ) subq_38 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_40.listing + , subq_40.is_lux_latest + , subq_40.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_39.ds__day + , subq_39.ds__week + , subq_39.ds__month + , subq_39.ds__quarter + , subq_39.ds__year + , subq_39.ds__extract_year + , subq_39.ds__extract_quarter + , subq_39.ds__extract_month + , subq_39.ds__extract_day + , subq_39.ds__extract_dow + , subq_39.ds__extract_doy + , subq_39.created_at__day + , subq_39.created_at__week + , subq_39.created_at__month + , subq_39.created_at__quarter + , subq_39.created_at__year + , subq_39.created_at__extract_year + , subq_39.created_at__extract_quarter + , subq_39.created_at__extract_month + , subq_39.created_at__extract_day + , subq_39.created_at__extract_dow + , subq_39.created_at__extract_doy + , subq_39.listing__ds__day + , subq_39.listing__ds__week + , subq_39.listing__ds__month + , subq_39.listing__ds__quarter + , subq_39.listing__ds__year + , subq_39.listing__ds__extract_year + , subq_39.listing__ds__extract_quarter + , subq_39.listing__ds__extract_month + , subq_39.listing__ds__extract_day + , subq_39.listing__ds__extract_dow + , subq_39.listing__ds__extract_doy + , subq_39.listing__created_at__day + , subq_39.listing__created_at__week + , subq_39.listing__created_at__month + , subq_39.listing__created_at__quarter + , subq_39.listing__created_at__year + , subq_39.listing__created_at__extract_year + , subq_39.listing__created_at__extract_quarter + , subq_39.listing__created_at__extract_month + , subq_39.listing__created_at__extract_day + , subq_39.listing__created_at__extract_dow + , subq_39.listing__created_at__extract_doy + , subq_39.ds__day AS metric_time__day + , subq_39.ds__week AS metric_time__week + , subq_39.ds__month AS metric_time__month + , subq_39.ds__quarter AS metric_time__quarter + , subq_39.ds__year AS metric_time__year + , subq_39.ds__extract_year AS metric_time__extract_year + , subq_39.ds__extract_quarter AS metric_time__extract_quarter + , subq_39.ds__extract_month AS metric_time__extract_month + , subq_39.ds__extract_day AS metric_time__extract_day + , subq_39.ds__extract_dow AS metric_time__extract_dow + , subq_39.ds__extract_doy AS metric_time__extract_doy + , subq_39.listing + , subq_39.user + , subq_39.listing__user + , subq_39.country_latest + , subq_39.is_lux_latest + , subq_39.capacity_latest + , subq_39.listing__country_latest + , subq_39.listing__is_lux_latest + , subq_39.listing__capacity_latest + , subq_39.listings + , subq_39.largest_listing + , subq_39.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAYOFWEEK_ISO FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_39 + ) subq_40 + ) subq_41 + ON + subq_38.listing = subq_41.listing + ) subq_42 + ) subq_43 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_44 + ) subq_45 + GROUP BY + subq_45.listing__capacity_latest + ) subq_46 + ) subq_47 + ON + subq_35.listing__capacity_latest = subq_47.listing__capacity_latest + GROUP BY + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) + ) subq_48 +) subq_49 +ON + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest) = subq_49.listing__capacity_latest +GROUP BY + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql new file mode 100644 index 0000000000..062477fe3c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Databricks/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql @@ -0,0 +1,163 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_61.bookings) AS bookings + , MAX(subq_73.views) AS views + , MAX(CAST(subq_98.bookings AS DOUBLE) / CAST(NULLIF(subq_98.views, 0) AS DOUBLE)) AS bookings_per_view +FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_52.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_52.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_52 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_52.listing = listings_latest_src_28000.listing_id + ) subq_57 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_61 +FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_64.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_64.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_64 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_64.listing = listings_latest_src_28000.listing_id + ) subq_69 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_73 +ON + subq_61.listing__capacity_latest = subq_73.listing__capacity_latest +FULL OUTER JOIN ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_85.bookings) AS bookings + , MAX(subq_97.views) AS views + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_76.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_76.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_76 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_76.listing = listings_latest_src_28000.listing_id + ) subq_81 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_85 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_88.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_88.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_88 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_88.listing = listings_latest_src_28000.listing_id + ) subq_93 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_97 + ON + subq_85.listing__capacity_latest = subq_97.listing__capacity_latest + GROUP BY + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) +) subq_98 +ON + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest) = subq_98.listing__capacity_latest +GROUP BY + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_saved_query_with_metric_joins_and_filter__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_saved_query_with_metric_joins_and_filter__plan0.sql new file mode 100644 index 0000000000..18330a12ed --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_saved_query_with_metric_joins_and_filter__plan0.sql @@ -0,0 +1,1431 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_11.bookings) AS bookings + , MAX(subq_23.views) AS views + , MAX(subq_49.bookings_per_view) AS bookings_per_view +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_10.listing__capacity_latest + , subq_10.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__capacity_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_8.listing__capacity_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.metric_time__day AS metric_time__day + , subq_2.listing AS listing + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_1.metric_time__day + , subq_1.listing + , subq_1.bookings + FROM ( + -- 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.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__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.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__capacity_latest + ) subq_10 +) subq_11 +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_22.listing__capacity_latest + , subq_22.views + FROM ( + -- Aggregate Measures + SELECT + subq_21.listing__capacity_latest + , SUM(subq_21.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_20.listing__capacity_latest + , subq_20.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_19.metric_time__day + , subq_19.listing__is_lux_latest + , subq_19.listing__capacity_latest + , subq_19.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_18.metric_time__day + , subq_18.listing__is_lux_latest + , subq_18.listing__capacity_latest + , subq_18.views + FROM ( + -- Join Standard Outputs + SELECT + subq_14.metric_time__day AS metric_time__day + , subq_14.listing AS listing + , subq_17.is_lux_latest AS listing__is_lux_latest + , subq_17.capacity_latest AS listing__capacity_latest + , subq_14.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_13.metric_time__day + , subq_13.listing + , subq_13.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_12.ds__day + , subq_12.ds__week + , subq_12.ds__month + , subq_12.ds__quarter + , subq_12.ds__year + , subq_12.ds__extract_year + , subq_12.ds__extract_quarter + , subq_12.ds__extract_month + , subq_12.ds__extract_day + , subq_12.ds__extract_dow + , subq_12.ds__extract_doy + , subq_12.ds_partitioned__day + , subq_12.ds_partitioned__week + , subq_12.ds_partitioned__month + , subq_12.ds_partitioned__quarter + , subq_12.ds_partitioned__year + , subq_12.ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy + , subq_12.view__ds__day + , subq_12.view__ds__week + , subq_12.view__ds__month + , subq_12.view__ds__quarter + , subq_12.view__ds__year + , subq_12.view__ds__extract_year + , subq_12.view__ds__extract_quarter + , subq_12.view__ds__extract_month + , subq_12.view__ds__extract_day + , subq_12.view__ds__extract_dow + , subq_12.view__ds__extract_doy + , subq_12.view__ds_partitioned__day + , subq_12.view__ds_partitioned__week + , subq_12.view__ds_partitioned__month + , subq_12.view__ds_partitioned__quarter + , subq_12.view__ds_partitioned__year + , subq_12.view__ds_partitioned__extract_year + , subq_12.view__ds_partitioned__extract_quarter + , subq_12.view__ds_partitioned__extract_month + , subq_12.view__ds_partitioned__extract_day + , subq_12.view__ds_partitioned__extract_dow + , subq_12.view__ds_partitioned__extract_doy + , subq_12.ds__day AS metric_time__day + , subq_12.ds__week AS metric_time__week + , subq_12.ds__month AS metric_time__month + , subq_12.ds__quarter AS metric_time__quarter + , subq_12.ds__year AS metric_time__year + , subq_12.ds__extract_year AS metric_time__extract_year + , subq_12.ds__extract_quarter AS metric_time__extract_quarter + , subq_12.ds__extract_month AS metric_time__extract_month + , subq_12.ds__extract_day AS metric_time__extract_day + , subq_12.ds__extract_dow AS metric_time__extract_dow + , subq_12.ds__extract_doy AS metric_time__extract_doy + , subq_12.listing + , subq_12.user + , subq_12.view__listing + , subq_12.view__user + , subq_12.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_12 + ) subq_13 + ) subq_14 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_16.listing + , subq_16.is_lux_latest + , subq_16.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_15.ds__day + , subq_15.ds__week + , subq_15.ds__month + , subq_15.ds__quarter + , subq_15.ds__year + , subq_15.ds__extract_year + , subq_15.ds__extract_quarter + , subq_15.ds__extract_month + , subq_15.ds__extract_day + , subq_15.ds__extract_dow + , subq_15.ds__extract_doy + , subq_15.created_at__day + , subq_15.created_at__week + , subq_15.created_at__month + , subq_15.created_at__quarter + , subq_15.created_at__year + , subq_15.created_at__extract_year + , subq_15.created_at__extract_quarter + , subq_15.created_at__extract_month + , subq_15.created_at__extract_day + , subq_15.created_at__extract_dow + , subq_15.created_at__extract_doy + , subq_15.listing__ds__day + , subq_15.listing__ds__week + , subq_15.listing__ds__month + , subq_15.listing__ds__quarter + , subq_15.listing__ds__year + , subq_15.listing__ds__extract_year + , subq_15.listing__ds__extract_quarter + , subq_15.listing__ds__extract_month + , subq_15.listing__ds__extract_day + , subq_15.listing__ds__extract_dow + , subq_15.listing__ds__extract_doy + , subq_15.listing__created_at__day + , subq_15.listing__created_at__week + , subq_15.listing__created_at__month + , subq_15.listing__created_at__quarter + , subq_15.listing__created_at__year + , subq_15.listing__created_at__extract_year + , subq_15.listing__created_at__extract_quarter + , subq_15.listing__created_at__extract_month + , subq_15.listing__created_at__extract_day + , subq_15.listing__created_at__extract_dow + , subq_15.listing__created_at__extract_doy + , subq_15.ds__day AS metric_time__day + , subq_15.ds__week AS metric_time__week + , subq_15.ds__month AS metric_time__month + , subq_15.ds__quarter AS metric_time__quarter + , subq_15.ds__year AS metric_time__year + , subq_15.ds__extract_year AS metric_time__extract_year + , subq_15.ds__extract_quarter AS metric_time__extract_quarter + , subq_15.ds__extract_month AS metric_time__extract_month + , subq_15.ds__extract_day AS metric_time__extract_day + , subq_15.ds__extract_dow AS metric_time__extract_dow + , subq_15.ds__extract_doy AS metric_time__extract_doy + , subq_15.listing + , subq_15.user + , subq_15.listing__user + , subq_15.country_latest + , subq_15.is_lux_latest + , subq_15.capacity_latest + , subq_15.listing__country_latest + , subq_15.listing__is_lux_latest + , subq_15.listing__capacity_latest + , subq_15.listings + , subq_15.largest_listing + , subq_15.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_15 + ) subq_16 + ) subq_17 + ON + subq_14.listing = subq_17.listing + ) subq_18 + ) subq_19 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_20 + ) subq_21 + GROUP BY + subq_21.listing__capacity_latest + ) subq_22 +) subq_23 +ON + subq_11.listing__capacity_latest = subq_23.listing__capacity_latest +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_48.listing__capacity_latest + , CAST(subq_48.bookings AS DOUBLE PRECISION) / CAST(NULLIF(subq_48.views, 0) AS DOUBLE PRECISION) AS bookings_per_view + FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_35.bookings) AS bookings + , MAX(subq_47.views) AS views + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_34.listing__capacity_latest + , subq_34.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_33.listing__capacity_latest + , SUM(subq_33.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_32.listing__capacity_latest + , subq_32.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_31.metric_time__day + , subq_31.listing__is_lux_latest + , subq_31.listing__capacity_latest + , subq_31.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_30.metric_time__day + , subq_30.listing__is_lux_latest + , subq_30.listing__capacity_latest + , subq_30.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_26.metric_time__day AS metric_time__day + , subq_26.listing AS listing + , subq_29.is_lux_latest AS listing__is_lux_latest + , subq_29.capacity_latest AS listing__capacity_latest + , subq_26.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_25.metric_time__day + , subq_25.listing + , subq_25.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_24.ds__day + , subq_24.ds__week + , subq_24.ds__month + , subq_24.ds__quarter + , subq_24.ds__year + , subq_24.ds__extract_year + , subq_24.ds__extract_quarter + , subq_24.ds__extract_month + , subq_24.ds__extract_day + , subq_24.ds__extract_dow + , subq_24.ds__extract_doy + , subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.paid_at__day + , subq_24.paid_at__week + , subq_24.paid_at__month + , subq_24.paid_at__quarter + , subq_24.paid_at__year + , subq_24.paid_at__extract_year + , subq_24.paid_at__extract_quarter + , subq_24.paid_at__extract_month + , subq_24.paid_at__extract_day + , subq_24.paid_at__extract_dow + , subq_24.paid_at__extract_doy + , subq_24.booking__ds__day + , subq_24.booking__ds__week + , subq_24.booking__ds__month + , subq_24.booking__ds__quarter + , subq_24.booking__ds__year + , subq_24.booking__ds__extract_year + , subq_24.booking__ds__extract_quarter + , subq_24.booking__ds__extract_month + , subq_24.booking__ds__extract_day + , subq_24.booking__ds__extract_dow + , subq_24.booking__ds__extract_doy + , subq_24.booking__ds_partitioned__day + , subq_24.booking__ds_partitioned__week + , subq_24.booking__ds_partitioned__month + , subq_24.booking__ds_partitioned__quarter + , subq_24.booking__ds_partitioned__year + , subq_24.booking__ds_partitioned__extract_year + , subq_24.booking__ds_partitioned__extract_quarter + , subq_24.booking__ds_partitioned__extract_month + , subq_24.booking__ds_partitioned__extract_day + , subq_24.booking__ds_partitioned__extract_dow + , subq_24.booking__ds_partitioned__extract_doy + , subq_24.booking__paid_at__day + , subq_24.booking__paid_at__week + , subq_24.booking__paid_at__month + , subq_24.booking__paid_at__quarter + , subq_24.booking__paid_at__year + , subq_24.booking__paid_at__extract_year + , subq_24.booking__paid_at__extract_quarter + , subq_24.booking__paid_at__extract_month + , subq_24.booking__paid_at__extract_day + , subq_24.booking__paid_at__extract_dow + , subq_24.booking__paid_at__extract_doy + , subq_24.ds__day AS metric_time__day + , subq_24.ds__week AS metric_time__week + , subq_24.ds__month AS metric_time__month + , subq_24.ds__quarter AS metric_time__quarter + , subq_24.ds__year AS metric_time__year + , subq_24.ds__extract_year AS metric_time__extract_year + , subq_24.ds__extract_quarter AS metric_time__extract_quarter + , subq_24.ds__extract_month AS metric_time__extract_month + , subq_24.ds__extract_day AS metric_time__extract_day + , subq_24.ds__extract_dow AS metric_time__extract_dow + , subq_24.ds__extract_doy AS metric_time__extract_doy + , subq_24.listing + , subq_24.guest + , subq_24.host + , subq_24.booking__listing + , subq_24.booking__guest + , subq_24.booking__host + , subq_24.is_instant + , subq_24.booking__is_instant + , subq_24.bookings + , subq_24.instant_bookings + , subq_24.booking_value + , subq_24.max_booking_value + , subq_24.min_booking_value + , subq_24.bookers + , subq_24.average_booking_value + , subq_24.referred_bookings + , subq_24.median_booking_value + , subq_24.booking_value_p99 + , subq_24.discrete_booking_value_p99 + , subq_24.approximate_continuous_booking_value_p99 + , subq_24.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(isodow FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_24 + ) subq_25 + ) subq_26 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_28.listing + , subq_28.is_lux_latest + , subq_28.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_27.ds__day + , subq_27.ds__week + , subq_27.ds__month + , subq_27.ds__quarter + , subq_27.ds__year + , subq_27.ds__extract_year + , subq_27.ds__extract_quarter + , subq_27.ds__extract_month + , subq_27.ds__extract_day + , subq_27.ds__extract_dow + , subq_27.ds__extract_doy + , subq_27.created_at__day + , subq_27.created_at__week + , subq_27.created_at__month + , subq_27.created_at__quarter + , subq_27.created_at__year + , subq_27.created_at__extract_year + , subq_27.created_at__extract_quarter + , subq_27.created_at__extract_month + , subq_27.created_at__extract_day + , subq_27.created_at__extract_dow + , subq_27.created_at__extract_doy + , subq_27.listing__ds__day + , subq_27.listing__ds__week + , subq_27.listing__ds__month + , subq_27.listing__ds__quarter + , subq_27.listing__ds__year + , subq_27.listing__ds__extract_year + , subq_27.listing__ds__extract_quarter + , subq_27.listing__ds__extract_month + , subq_27.listing__ds__extract_day + , subq_27.listing__ds__extract_dow + , subq_27.listing__ds__extract_doy + , subq_27.listing__created_at__day + , subq_27.listing__created_at__week + , subq_27.listing__created_at__month + , subq_27.listing__created_at__quarter + , subq_27.listing__created_at__year + , subq_27.listing__created_at__extract_year + , subq_27.listing__created_at__extract_quarter + , subq_27.listing__created_at__extract_month + , subq_27.listing__created_at__extract_day + , subq_27.listing__created_at__extract_dow + , subq_27.listing__created_at__extract_doy + , subq_27.ds__day AS metric_time__day + , subq_27.ds__week AS metric_time__week + , subq_27.ds__month AS metric_time__month + , subq_27.ds__quarter AS metric_time__quarter + , subq_27.ds__year AS metric_time__year + , subq_27.ds__extract_year AS metric_time__extract_year + , subq_27.ds__extract_quarter AS metric_time__extract_quarter + , subq_27.ds__extract_month AS metric_time__extract_month + , subq_27.ds__extract_day AS metric_time__extract_day + , subq_27.ds__extract_dow AS metric_time__extract_dow + , subq_27.ds__extract_doy AS metric_time__extract_doy + , subq_27.listing + , subq_27.user + , subq_27.listing__user + , subq_27.country_latest + , subq_27.is_lux_latest + , subq_27.capacity_latest + , subq_27.listing__country_latest + , subq_27.listing__is_lux_latest + , subq_27.listing__capacity_latest + , subq_27.listings + , subq_27.largest_listing + , subq_27.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_27 + ) subq_28 + ) subq_29 + ON + subq_26.listing = subq_29.listing + ) subq_30 + ) subq_31 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_32 + ) subq_33 + GROUP BY + subq_33.listing__capacity_latest + ) subq_34 + ) subq_35 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_46.listing__capacity_latest + , subq_46.views + FROM ( + -- Aggregate Measures + SELECT + subq_45.listing__capacity_latest + , SUM(subq_45.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_44.listing__capacity_latest + , subq_44.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_43.metric_time__day + , subq_43.listing__is_lux_latest + , subq_43.listing__capacity_latest + , subq_43.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_42.metric_time__day + , subq_42.listing__is_lux_latest + , subq_42.listing__capacity_latest + , subq_42.views + FROM ( + -- Join Standard Outputs + SELECT + subq_38.metric_time__day AS metric_time__day + , subq_38.listing AS listing + , subq_41.is_lux_latest AS listing__is_lux_latest + , subq_41.capacity_latest AS listing__capacity_latest + , subq_38.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_37.metric_time__day + , subq_37.listing + , subq_37.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_36.ds__day + , subq_36.ds__week + , subq_36.ds__month + , subq_36.ds__quarter + , subq_36.ds__year + , subq_36.ds__extract_year + , subq_36.ds__extract_quarter + , subq_36.ds__extract_month + , subq_36.ds__extract_day + , subq_36.ds__extract_dow + , subq_36.ds__extract_doy + , subq_36.ds_partitioned__day + , subq_36.ds_partitioned__week + , subq_36.ds_partitioned__month + , subq_36.ds_partitioned__quarter + , subq_36.ds_partitioned__year + , subq_36.ds_partitioned__extract_year + , subq_36.ds_partitioned__extract_quarter + , subq_36.ds_partitioned__extract_month + , subq_36.ds_partitioned__extract_day + , subq_36.ds_partitioned__extract_dow + , subq_36.ds_partitioned__extract_doy + , subq_36.view__ds__day + , subq_36.view__ds__week + , subq_36.view__ds__month + , subq_36.view__ds__quarter + , subq_36.view__ds__year + , subq_36.view__ds__extract_year + , subq_36.view__ds__extract_quarter + , subq_36.view__ds__extract_month + , subq_36.view__ds__extract_day + , subq_36.view__ds__extract_dow + , subq_36.view__ds__extract_doy + , subq_36.view__ds_partitioned__day + , subq_36.view__ds_partitioned__week + , subq_36.view__ds_partitioned__month + , subq_36.view__ds_partitioned__quarter + , subq_36.view__ds_partitioned__year + , subq_36.view__ds_partitioned__extract_year + , subq_36.view__ds_partitioned__extract_quarter + , subq_36.view__ds_partitioned__extract_month + , subq_36.view__ds_partitioned__extract_day + , subq_36.view__ds_partitioned__extract_dow + , subq_36.view__ds_partitioned__extract_doy + , subq_36.ds__day AS metric_time__day + , subq_36.ds__week AS metric_time__week + , subq_36.ds__month AS metric_time__month + , subq_36.ds__quarter AS metric_time__quarter + , subq_36.ds__year AS metric_time__year + , subq_36.ds__extract_year AS metric_time__extract_year + , subq_36.ds__extract_quarter AS metric_time__extract_quarter + , subq_36.ds__extract_month AS metric_time__extract_month + , subq_36.ds__extract_day AS metric_time__extract_day + , subq_36.ds__extract_dow AS metric_time__extract_dow + , subq_36.ds__extract_doy AS metric_time__extract_doy + , subq_36.listing + , subq_36.user + , subq_36.view__listing + , subq_36.view__user + , subq_36.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(isodow FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_36 + ) subq_37 + ) subq_38 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_40.listing + , subq_40.is_lux_latest + , subq_40.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_39.ds__day + , subq_39.ds__week + , subq_39.ds__month + , subq_39.ds__quarter + , subq_39.ds__year + , subq_39.ds__extract_year + , subq_39.ds__extract_quarter + , subq_39.ds__extract_month + , subq_39.ds__extract_day + , subq_39.ds__extract_dow + , subq_39.ds__extract_doy + , subq_39.created_at__day + , subq_39.created_at__week + , subq_39.created_at__month + , subq_39.created_at__quarter + , subq_39.created_at__year + , subq_39.created_at__extract_year + , subq_39.created_at__extract_quarter + , subq_39.created_at__extract_month + , subq_39.created_at__extract_day + , subq_39.created_at__extract_dow + , subq_39.created_at__extract_doy + , subq_39.listing__ds__day + , subq_39.listing__ds__week + , subq_39.listing__ds__month + , subq_39.listing__ds__quarter + , subq_39.listing__ds__year + , subq_39.listing__ds__extract_year + , subq_39.listing__ds__extract_quarter + , subq_39.listing__ds__extract_month + , subq_39.listing__ds__extract_day + , subq_39.listing__ds__extract_dow + , subq_39.listing__ds__extract_doy + , subq_39.listing__created_at__day + , subq_39.listing__created_at__week + , subq_39.listing__created_at__month + , subq_39.listing__created_at__quarter + , subq_39.listing__created_at__year + , subq_39.listing__created_at__extract_year + , subq_39.listing__created_at__extract_quarter + , subq_39.listing__created_at__extract_month + , subq_39.listing__created_at__extract_day + , subq_39.listing__created_at__extract_dow + , subq_39.listing__created_at__extract_doy + , subq_39.ds__day AS metric_time__day + , subq_39.ds__week AS metric_time__week + , subq_39.ds__month AS metric_time__month + , subq_39.ds__quarter AS metric_time__quarter + , subq_39.ds__year AS metric_time__year + , subq_39.ds__extract_year AS metric_time__extract_year + , subq_39.ds__extract_quarter AS metric_time__extract_quarter + , subq_39.ds__extract_month AS metric_time__extract_month + , subq_39.ds__extract_day AS metric_time__extract_day + , subq_39.ds__extract_dow AS metric_time__extract_dow + , subq_39.ds__extract_doy AS metric_time__extract_doy + , subq_39.listing + , subq_39.user + , subq_39.listing__user + , subq_39.country_latest + , subq_39.is_lux_latest + , subq_39.capacity_latest + , subq_39.listing__country_latest + , subq_39.listing__is_lux_latest + , subq_39.listing__capacity_latest + , subq_39.listings + , subq_39.largest_listing + , subq_39.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(isodow FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_39 + ) subq_40 + ) subq_41 + ON + subq_38.listing = subq_41.listing + ) subq_42 + ) subq_43 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_44 + ) subq_45 + GROUP BY + subq_45.listing__capacity_latest + ) subq_46 + ) subq_47 + ON + subq_35.listing__capacity_latest = subq_47.listing__capacity_latest + GROUP BY + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) + ) subq_48 +) subq_49 +ON + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest) = subq_49.listing__capacity_latest +GROUP BY + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql new file mode 100644 index 0000000000..b92d5c1bd6 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Postgres/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql @@ -0,0 +1,163 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_61.bookings) AS bookings + , MAX(subq_73.views) AS views + , MAX(CAST(subq_98.bookings AS DOUBLE PRECISION) / CAST(NULLIF(subq_98.views, 0) AS DOUBLE PRECISION)) AS bookings_per_view +FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_52.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_52.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_52 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_52.listing = listings_latest_src_28000.listing_id + ) subq_57 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_61 +FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_64.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_64.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_64 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_64.listing = listings_latest_src_28000.listing_id + ) subq_69 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_73 +ON + subq_61.listing__capacity_latest = subq_73.listing__capacity_latest +FULL OUTER JOIN ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_85.bookings) AS bookings + , MAX(subq_97.views) AS views + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_76.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_76.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_76 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_76.listing = listings_latest_src_28000.listing_id + ) subq_81 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_85 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_88.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_88.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_88 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_88.listing = listings_latest_src_28000.listing_id + ) subq_93 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_97 + ON + subq_85.listing__capacity_latest = subq_97.listing__capacity_latest + GROUP BY + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) +) subq_98 +ON + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest) = subq_98.listing__capacity_latest +GROUP BY + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_saved_query_with_metric_joins_and_filter__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_saved_query_with_metric_joins_and_filter__plan0.sql new file mode 100644 index 0000000000..5e4e50b599 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_saved_query_with_metric_joins_and_filter__plan0.sql @@ -0,0 +1,1431 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_11.bookings) AS bookings + , MAX(subq_23.views) AS views + , MAX(subq_49.bookings_per_view) AS bookings_per_view +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_10.listing__capacity_latest + , subq_10.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__capacity_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_8.listing__capacity_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.metric_time__day AS metric_time__day + , subq_2.listing AS listing + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_1.metric_time__day + , subq_1.listing + , subq_1.bookings + FROM ( + -- 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.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__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.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__capacity_latest + ) subq_10 +) subq_11 +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_22.listing__capacity_latest + , subq_22.views + FROM ( + -- Aggregate Measures + SELECT + subq_21.listing__capacity_latest + , SUM(subq_21.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_20.listing__capacity_latest + , subq_20.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_19.metric_time__day + , subq_19.listing__is_lux_latest + , subq_19.listing__capacity_latest + , subq_19.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_18.metric_time__day + , subq_18.listing__is_lux_latest + , subq_18.listing__capacity_latest + , subq_18.views + FROM ( + -- Join Standard Outputs + SELECT + subq_14.metric_time__day AS metric_time__day + , subq_14.listing AS listing + , subq_17.is_lux_latest AS listing__is_lux_latest + , subq_17.capacity_latest AS listing__capacity_latest + , subq_14.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_13.metric_time__day + , subq_13.listing + , subq_13.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_12.ds__day + , subq_12.ds__week + , subq_12.ds__month + , subq_12.ds__quarter + , subq_12.ds__year + , subq_12.ds__extract_year + , subq_12.ds__extract_quarter + , subq_12.ds__extract_month + , subq_12.ds__extract_day + , subq_12.ds__extract_dow + , subq_12.ds__extract_doy + , subq_12.ds_partitioned__day + , subq_12.ds_partitioned__week + , subq_12.ds_partitioned__month + , subq_12.ds_partitioned__quarter + , subq_12.ds_partitioned__year + , subq_12.ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy + , subq_12.view__ds__day + , subq_12.view__ds__week + , subq_12.view__ds__month + , subq_12.view__ds__quarter + , subq_12.view__ds__year + , subq_12.view__ds__extract_year + , subq_12.view__ds__extract_quarter + , subq_12.view__ds__extract_month + , subq_12.view__ds__extract_day + , subq_12.view__ds__extract_dow + , subq_12.view__ds__extract_doy + , subq_12.view__ds_partitioned__day + , subq_12.view__ds_partitioned__week + , subq_12.view__ds_partitioned__month + , subq_12.view__ds_partitioned__quarter + , subq_12.view__ds_partitioned__year + , subq_12.view__ds_partitioned__extract_year + , subq_12.view__ds_partitioned__extract_quarter + , subq_12.view__ds_partitioned__extract_month + , subq_12.view__ds_partitioned__extract_day + , subq_12.view__ds_partitioned__extract_dow + , subq_12.view__ds_partitioned__extract_doy + , subq_12.ds__day AS metric_time__day + , subq_12.ds__week AS metric_time__week + , subq_12.ds__month AS metric_time__month + , subq_12.ds__quarter AS metric_time__quarter + , subq_12.ds__year AS metric_time__year + , subq_12.ds__extract_year AS metric_time__extract_year + , subq_12.ds__extract_quarter AS metric_time__extract_quarter + , subq_12.ds__extract_month AS metric_time__extract_month + , subq_12.ds__extract_day AS metric_time__extract_day + , subq_12.ds__extract_dow AS metric_time__extract_dow + , subq_12.ds__extract_doy AS metric_time__extract_doy + , subq_12.listing + , subq_12.user + , subq_12.view__listing + , subq_12.view__user + , subq_12.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds) END AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds_partitioned) END AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_12 + ) subq_13 + ) subq_14 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_16.listing + , subq_16.is_lux_latest + , subq_16.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_15.ds__day + , subq_15.ds__week + , subq_15.ds__month + , subq_15.ds__quarter + , subq_15.ds__year + , subq_15.ds__extract_year + , subq_15.ds__extract_quarter + , subq_15.ds__extract_month + , subq_15.ds__extract_day + , subq_15.ds__extract_dow + , subq_15.ds__extract_doy + , subq_15.created_at__day + , subq_15.created_at__week + , subq_15.created_at__month + , subq_15.created_at__quarter + , subq_15.created_at__year + , subq_15.created_at__extract_year + , subq_15.created_at__extract_quarter + , subq_15.created_at__extract_month + , subq_15.created_at__extract_day + , subq_15.created_at__extract_dow + , subq_15.created_at__extract_doy + , subq_15.listing__ds__day + , subq_15.listing__ds__week + , subq_15.listing__ds__month + , subq_15.listing__ds__quarter + , subq_15.listing__ds__year + , subq_15.listing__ds__extract_year + , subq_15.listing__ds__extract_quarter + , subq_15.listing__ds__extract_month + , subq_15.listing__ds__extract_day + , subq_15.listing__ds__extract_dow + , subq_15.listing__ds__extract_doy + , subq_15.listing__created_at__day + , subq_15.listing__created_at__week + , subq_15.listing__created_at__month + , subq_15.listing__created_at__quarter + , subq_15.listing__created_at__year + , subq_15.listing__created_at__extract_year + , subq_15.listing__created_at__extract_quarter + , subq_15.listing__created_at__extract_month + , subq_15.listing__created_at__extract_day + , subq_15.listing__created_at__extract_dow + , subq_15.listing__created_at__extract_doy + , subq_15.ds__day AS metric_time__day + , subq_15.ds__week AS metric_time__week + , subq_15.ds__month AS metric_time__month + , subq_15.ds__quarter AS metric_time__quarter + , subq_15.ds__year AS metric_time__year + , subq_15.ds__extract_year AS metric_time__extract_year + , subq_15.ds__extract_quarter AS metric_time__extract_quarter + , subq_15.ds__extract_month AS metric_time__extract_month + , subq_15.ds__extract_day AS metric_time__extract_day + , subq_15.ds__extract_dow AS metric_time__extract_dow + , subq_15.ds__extract_doy AS metric_time__extract_doy + , subq_15.listing + , subq_15.user + , subq_15.listing__user + , subq_15.country_latest + , subq_15.is_lux_latest + , subq_15.capacity_latest + , subq_15.listing__country_latest + , subq_15.listing__is_lux_latest + , subq_15.listing__capacity_latest + , subq_15.listings + , subq_15.largest_listing + , subq_15.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_15 + ) subq_16 + ) subq_17 + ON + subq_14.listing = subq_17.listing + ) subq_18 + ) subq_19 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_20 + ) subq_21 + GROUP BY + subq_21.listing__capacity_latest + ) subq_22 +) subq_23 +ON + subq_11.listing__capacity_latest = subq_23.listing__capacity_latest +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_48.listing__capacity_latest + , CAST(subq_48.bookings AS DOUBLE PRECISION) / CAST(NULLIF(subq_48.views, 0) AS DOUBLE PRECISION) AS bookings_per_view + FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_35.bookings) AS bookings + , MAX(subq_47.views) AS views + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_34.listing__capacity_latest + , subq_34.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_33.listing__capacity_latest + , SUM(subq_33.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_32.listing__capacity_latest + , subq_32.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_31.metric_time__day + , subq_31.listing__is_lux_latest + , subq_31.listing__capacity_latest + , subq_31.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_30.metric_time__day + , subq_30.listing__is_lux_latest + , subq_30.listing__capacity_latest + , subq_30.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_26.metric_time__day AS metric_time__day + , subq_26.listing AS listing + , subq_29.is_lux_latest AS listing__is_lux_latest + , subq_29.capacity_latest AS listing__capacity_latest + , subq_26.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_25.metric_time__day + , subq_25.listing + , subq_25.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_24.ds__day + , subq_24.ds__week + , subq_24.ds__month + , subq_24.ds__quarter + , subq_24.ds__year + , subq_24.ds__extract_year + , subq_24.ds__extract_quarter + , subq_24.ds__extract_month + , subq_24.ds__extract_day + , subq_24.ds__extract_dow + , subq_24.ds__extract_doy + , subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.paid_at__day + , subq_24.paid_at__week + , subq_24.paid_at__month + , subq_24.paid_at__quarter + , subq_24.paid_at__year + , subq_24.paid_at__extract_year + , subq_24.paid_at__extract_quarter + , subq_24.paid_at__extract_month + , subq_24.paid_at__extract_day + , subq_24.paid_at__extract_dow + , subq_24.paid_at__extract_doy + , subq_24.booking__ds__day + , subq_24.booking__ds__week + , subq_24.booking__ds__month + , subq_24.booking__ds__quarter + , subq_24.booking__ds__year + , subq_24.booking__ds__extract_year + , subq_24.booking__ds__extract_quarter + , subq_24.booking__ds__extract_month + , subq_24.booking__ds__extract_day + , subq_24.booking__ds__extract_dow + , subq_24.booking__ds__extract_doy + , subq_24.booking__ds_partitioned__day + , subq_24.booking__ds_partitioned__week + , subq_24.booking__ds_partitioned__month + , subq_24.booking__ds_partitioned__quarter + , subq_24.booking__ds_partitioned__year + , subq_24.booking__ds_partitioned__extract_year + , subq_24.booking__ds_partitioned__extract_quarter + , subq_24.booking__ds_partitioned__extract_month + , subq_24.booking__ds_partitioned__extract_day + , subq_24.booking__ds_partitioned__extract_dow + , subq_24.booking__ds_partitioned__extract_doy + , subq_24.booking__paid_at__day + , subq_24.booking__paid_at__week + , subq_24.booking__paid_at__month + , subq_24.booking__paid_at__quarter + , subq_24.booking__paid_at__year + , subq_24.booking__paid_at__extract_year + , subq_24.booking__paid_at__extract_quarter + , subq_24.booking__paid_at__extract_month + , subq_24.booking__paid_at__extract_day + , subq_24.booking__paid_at__extract_dow + , subq_24.booking__paid_at__extract_doy + , subq_24.ds__day AS metric_time__day + , subq_24.ds__week AS metric_time__week + , subq_24.ds__month AS metric_time__month + , subq_24.ds__quarter AS metric_time__quarter + , subq_24.ds__year AS metric_time__year + , subq_24.ds__extract_year AS metric_time__extract_year + , subq_24.ds__extract_quarter AS metric_time__extract_quarter + , subq_24.ds__extract_month AS metric_time__extract_month + , subq_24.ds__extract_day AS metric_time__extract_day + , subq_24.ds__extract_dow AS metric_time__extract_dow + , subq_24.ds__extract_doy AS metric_time__extract_doy + , subq_24.listing + , subq_24.guest + , subq_24.host + , subq_24.booking__listing + , subq_24.booking__guest + , subq_24.booking__host + , subq_24.is_instant + , subq_24.booking__is_instant + , subq_24.bookings + , subq_24.instant_bookings + , subq_24.booking_value + , subq_24.max_booking_value + , subq_24.min_booking_value + , subq_24.bookers + , subq_24.average_booking_value + , subq_24.referred_bookings + , subq_24.median_booking_value + , subq_24.booking_value_p99 + , subq_24.discrete_booking_value_p99 + , subq_24.approximate_continuous_booking_value_p99 + , subq_24.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds) END AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.ds_partitioned) END AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , CASE WHEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) = 0 THEN EXTRACT(dow FROM bookings_source_src_28000.paid_at) + 7 ELSE EXTRACT(dow FROM bookings_source_src_28000.paid_at) END AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_24 + ) subq_25 + ) subq_26 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_28.listing + , subq_28.is_lux_latest + , subq_28.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_27.ds__day + , subq_27.ds__week + , subq_27.ds__month + , subq_27.ds__quarter + , subq_27.ds__year + , subq_27.ds__extract_year + , subq_27.ds__extract_quarter + , subq_27.ds__extract_month + , subq_27.ds__extract_day + , subq_27.ds__extract_dow + , subq_27.ds__extract_doy + , subq_27.created_at__day + , subq_27.created_at__week + , subq_27.created_at__month + , subq_27.created_at__quarter + , subq_27.created_at__year + , subq_27.created_at__extract_year + , subq_27.created_at__extract_quarter + , subq_27.created_at__extract_month + , subq_27.created_at__extract_day + , subq_27.created_at__extract_dow + , subq_27.created_at__extract_doy + , subq_27.listing__ds__day + , subq_27.listing__ds__week + , subq_27.listing__ds__month + , subq_27.listing__ds__quarter + , subq_27.listing__ds__year + , subq_27.listing__ds__extract_year + , subq_27.listing__ds__extract_quarter + , subq_27.listing__ds__extract_month + , subq_27.listing__ds__extract_day + , subq_27.listing__ds__extract_dow + , subq_27.listing__ds__extract_doy + , subq_27.listing__created_at__day + , subq_27.listing__created_at__week + , subq_27.listing__created_at__month + , subq_27.listing__created_at__quarter + , subq_27.listing__created_at__year + , subq_27.listing__created_at__extract_year + , subq_27.listing__created_at__extract_quarter + , subq_27.listing__created_at__extract_month + , subq_27.listing__created_at__extract_day + , subq_27.listing__created_at__extract_dow + , subq_27.listing__created_at__extract_doy + , subq_27.ds__day AS metric_time__day + , subq_27.ds__week AS metric_time__week + , subq_27.ds__month AS metric_time__month + , subq_27.ds__quarter AS metric_time__quarter + , subq_27.ds__year AS metric_time__year + , subq_27.ds__extract_year AS metric_time__extract_year + , subq_27.ds__extract_quarter AS metric_time__extract_quarter + , subq_27.ds__extract_month AS metric_time__extract_month + , subq_27.ds__extract_day AS metric_time__extract_day + , subq_27.ds__extract_dow AS metric_time__extract_dow + , subq_27.ds__extract_doy AS metric_time__extract_doy + , subq_27.listing + , subq_27.user + , subq_27.listing__user + , subq_27.country_latest + , subq_27.is_lux_latest + , subq_27.capacity_latest + , subq_27.listing__country_latest + , subq_27.listing__is_lux_latest + , subq_27.listing__capacity_latest + , subq_27.listings + , subq_27.largest_listing + , subq_27.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_27 + ) subq_28 + ) subq_29 + ON + subq_26.listing = subq_29.listing + ) subq_30 + ) subq_31 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_32 + ) subq_33 + GROUP BY + subq_33.listing__capacity_latest + ) subq_34 + ) subq_35 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_46.listing__capacity_latest + , subq_46.views + FROM ( + -- Aggregate Measures + SELECT + subq_45.listing__capacity_latest + , SUM(subq_45.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_44.listing__capacity_latest + , subq_44.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_43.metric_time__day + , subq_43.listing__is_lux_latest + , subq_43.listing__capacity_latest + , subq_43.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_42.metric_time__day + , subq_42.listing__is_lux_latest + , subq_42.listing__capacity_latest + , subq_42.views + FROM ( + -- Join Standard Outputs + SELECT + subq_38.metric_time__day AS metric_time__day + , subq_38.listing AS listing + , subq_41.is_lux_latest AS listing__is_lux_latest + , subq_41.capacity_latest AS listing__capacity_latest + , subq_38.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_37.metric_time__day + , subq_37.listing + , subq_37.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_36.ds__day + , subq_36.ds__week + , subq_36.ds__month + , subq_36.ds__quarter + , subq_36.ds__year + , subq_36.ds__extract_year + , subq_36.ds__extract_quarter + , subq_36.ds__extract_month + , subq_36.ds__extract_day + , subq_36.ds__extract_dow + , subq_36.ds__extract_doy + , subq_36.ds_partitioned__day + , subq_36.ds_partitioned__week + , subq_36.ds_partitioned__month + , subq_36.ds_partitioned__quarter + , subq_36.ds_partitioned__year + , subq_36.ds_partitioned__extract_year + , subq_36.ds_partitioned__extract_quarter + , subq_36.ds_partitioned__extract_month + , subq_36.ds_partitioned__extract_day + , subq_36.ds_partitioned__extract_dow + , subq_36.ds_partitioned__extract_doy + , subq_36.view__ds__day + , subq_36.view__ds__week + , subq_36.view__ds__month + , subq_36.view__ds__quarter + , subq_36.view__ds__year + , subq_36.view__ds__extract_year + , subq_36.view__ds__extract_quarter + , subq_36.view__ds__extract_month + , subq_36.view__ds__extract_day + , subq_36.view__ds__extract_dow + , subq_36.view__ds__extract_doy + , subq_36.view__ds_partitioned__day + , subq_36.view__ds_partitioned__week + , subq_36.view__ds_partitioned__month + , subq_36.view__ds_partitioned__quarter + , subq_36.view__ds_partitioned__year + , subq_36.view__ds_partitioned__extract_year + , subq_36.view__ds_partitioned__extract_quarter + , subq_36.view__ds_partitioned__extract_month + , subq_36.view__ds_partitioned__extract_day + , subq_36.view__ds_partitioned__extract_dow + , subq_36.view__ds_partitioned__extract_doy + , subq_36.ds__day AS metric_time__day + , subq_36.ds__week AS metric_time__week + , subq_36.ds__month AS metric_time__month + , subq_36.ds__quarter AS metric_time__quarter + , subq_36.ds__year AS metric_time__year + , subq_36.ds__extract_year AS metric_time__extract_year + , subq_36.ds__extract_quarter AS metric_time__extract_quarter + , subq_36.ds__extract_month AS metric_time__extract_month + , subq_36.ds__extract_day AS metric_time__extract_day + , subq_36.ds__extract_dow AS metric_time__extract_dow + , subq_36.ds__extract_doy AS metric_time__extract_doy + , subq_36.listing + , subq_36.user + , subq_36.view__listing + , subq_36.view__user + , subq_36.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds) END AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds_partitioned) END AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds) END AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , CASE WHEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) = 0 THEN EXTRACT(dow FROM views_source_src_28000.ds_partitioned) + 7 ELSE EXTRACT(dow FROM views_source_src_28000.ds_partitioned) END AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_36 + ) subq_37 + ) subq_38 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_40.listing + , subq_40.is_lux_latest + , subq_40.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_39.ds__day + , subq_39.ds__week + , subq_39.ds__month + , subq_39.ds__quarter + , subq_39.ds__year + , subq_39.ds__extract_year + , subq_39.ds__extract_quarter + , subq_39.ds__extract_month + , subq_39.ds__extract_day + , subq_39.ds__extract_dow + , subq_39.ds__extract_doy + , subq_39.created_at__day + , subq_39.created_at__week + , subq_39.created_at__month + , subq_39.created_at__quarter + , subq_39.created_at__year + , subq_39.created_at__extract_year + , subq_39.created_at__extract_quarter + , subq_39.created_at__extract_month + , subq_39.created_at__extract_day + , subq_39.created_at__extract_dow + , subq_39.created_at__extract_doy + , subq_39.listing__ds__day + , subq_39.listing__ds__week + , subq_39.listing__ds__month + , subq_39.listing__ds__quarter + , subq_39.listing__ds__year + , subq_39.listing__ds__extract_year + , subq_39.listing__ds__extract_quarter + , subq_39.listing__ds__extract_month + , subq_39.listing__ds__extract_day + , subq_39.listing__ds__extract_dow + , subq_39.listing__ds__extract_doy + , subq_39.listing__created_at__day + , subq_39.listing__created_at__week + , subq_39.listing__created_at__month + , subq_39.listing__created_at__quarter + , subq_39.listing__created_at__year + , subq_39.listing__created_at__extract_year + , subq_39.listing__created_at__extract_quarter + , subq_39.listing__created_at__extract_month + , subq_39.listing__created_at__extract_day + , subq_39.listing__created_at__extract_dow + , subq_39.listing__created_at__extract_doy + , subq_39.ds__day AS metric_time__day + , subq_39.ds__week AS metric_time__week + , subq_39.ds__month AS metric_time__month + , subq_39.ds__quarter AS metric_time__quarter + , subq_39.ds__year AS metric_time__year + , subq_39.ds__extract_year AS metric_time__extract_year + , subq_39.ds__extract_quarter AS metric_time__extract_quarter + , subq_39.ds__extract_month AS metric_time__extract_month + , subq_39.ds__extract_day AS metric_time__extract_day + , subq_39.ds__extract_dow AS metric_time__extract_dow + , subq_39.ds__extract_doy AS metric_time__extract_doy + , subq_39.listing + , subq_39.user + , subq_39.listing__user + , subq_39.country_latest + , subq_39.is_lux_latest + , subq_39.capacity_latest + , subq_39.listing__country_latest + , subq_39.listing__is_lux_latest + , subq_39.listing__capacity_latest + , subq_39.listings + , subq_39.largest_listing + , subq_39.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , CASE WHEN EXTRACT(dow FROM listings_latest_src_28000.created_at) = 0 THEN EXTRACT(dow FROM listings_latest_src_28000.created_at) + 7 ELSE EXTRACT(dow FROM listings_latest_src_28000.created_at) END AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_39 + ) subq_40 + ) subq_41 + ON + subq_38.listing = subq_41.listing + ) subq_42 + ) subq_43 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_44 + ) subq_45 + GROUP BY + subq_45.listing__capacity_latest + ) subq_46 + ) subq_47 + ON + subq_35.listing__capacity_latest = subq_47.listing__capacity_latest + GROUP BY + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) + ) subq_48 +) subq_49 +ON + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest) = subq_49.listing__capacity_latest +GROUP BY + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql new file mode 100644 index 0000000000..b92d5c1bd6 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Redshift/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql @@ -0,0 +1,163 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_61.bookings) AS bookings + , MAX(subq_73.views) AS views + , MAX(CAST(subq_98.bookings AS DOUBLE PRECISION) / CAST(NULLIF(subq_98.views, 0) AS DOUBLE PRECISION)) AS bookings_per_view +FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_52.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_52.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_52 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_52.listing = listings_latest_src_28000.listing_id + ) subq_57 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_61 +FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_64.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_64.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_64 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_64.listing = listings_latest_src_28000.listing_id + ) subq_69 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_73 +ON + subq_61.listing__capacity_latest = subq_73.listing__capacity_latest +FULL OUTER JOIN ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_85.bookings) AS bookings + , MAX(subq_97.views) AS views + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_76.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_76.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_76 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_76.listing = listings_latest_src_28000.listing_id + ) subq_81 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_85 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_88.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_88.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_88 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_88.listing = listings_latest_src_28000.listing_id + ) subq_93 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_97 + ON + subq_85.listing__capacity_latest = subq_97.listing__capacity_latest + GROUP BY + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) +) subq_98 +ON + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest) = subq_98.listing__capacity_latest +GROUP BY + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_saved_query_with_metric_joins_and_filter__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_saved_query_with_metric_joins_and_filter__plan0.sql new file mode 100644 index 0000000000..6f68b96a41 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_saved_query_with_metric_joins_and_filter__plan0.sql @@ -0,0 +1,1431 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_11.bookings) AS bookings + , MAX(subq_23.views) AS views + , MAX(subq_49.bookings_per_view) AS bookings_per_view +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_10.listing__capacity_latest + , subq_10.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__capacity_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_8.listing__capacity_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.metric_time__day AS metric_time__day + , subq_2.listing AS listing + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_1.metric_time__day + , subq_1.listing + , subq_1.bookings + FROM ( + -- 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.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__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.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__capacity_latest + ) subq_10 +) subq_11 +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_22.listing__capacity_latest + , subq_22.views + FROM ( + -- Aggregate Measures + SELECT + subq_21.listing__capacity_latest + , SUM(subq_21.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_20.listing__capacity_latest + , subq_20.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_19.metric_time__day + , subq_19.listing__is_lux_latest + , subq_19.listing__capacity_latest + , subq_19.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_18.metric_time__day + , subq_18.listing__is_lux_latest + , subq_18.listing__capacity_latest + , subq_18.views + FROM ( + -- Join Standard Outputs + SELECT + subq_14.metric_time__day AS metric_time__day + , subq_14.listing AS listing + , subq_17.is_lux_latest AS listing__is_lux_latest + , subq_17.capacity_latest AS listing__capacity_latest + , subq_14.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_13.metric_time__day + , subq_13.listing + , subq_13.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_12.ds__day + , subq_12.ds__week + , subq_12.ds__month + , subq_12.ds__quarter + , subq_12.ds__year + , subq_12.ds__extract_year + , subq_12.ds__extract_quarter + , subq_12.ds__extract_month + , subq_12.ds__extract_day + , subq_12.ds__extract_dow + , subq_12.ds__extract_doy + , subq_12.ds_partitioned__day + , subq_12.ds_partitioned__week + , subq_12.ds_partitioned__month + , subq_12.ds_partitioned__quarter + , subq_12.ds_partitioned__year + , subq_12.ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy + , subq_12.view__ds__day + , subq_12.view__ds__week + , subq_12.view__ds__month + , subq_12.view__ds__quarter + , subq_12.view__ds__year + , subq_12.view__ds__extract_year + , subq_12.view__ds__extract_quarter + , subq_12.view__ds__extract_month + , subq_12.view__ds__extract_day + , subq_12.view__ds__extract_dow + , subq_12.view__ds__extract_doy + , subq_12.view__ds_partitioned__day + , subq_12.view__ds_partitioned__week + , subq_12.view__ds_partitioned__month + , subq_12.view__ds_partitioned__quarter + , subq_12.view__ds_partitioned__year + , subq_12.view__ds_partitioned__extract_year + , subq_12.view__ds_partitioned__extract_quarter + , subq_12.view__ds_partitioned__extract_month + , subq_12.view__ds_partitioned__extract_day + , subq_12.view__ds_partitioned__extract_dow + , subq_12.view__ds_partitioned__extract_doy + , subq_12.ds__day AS metric_time__day + , subq_12.ds__week AS metric_time__week + , subq_12.ds__month AS metric_time__month + , subq_12.ds__quarter AS metric_time__quarter + , subq_12.ds__year AS metric_time__year + , subq_12.ds__extract_year AS metric_time__extract_year + , subq_12.ds__extract_quarter AS metric_time__extract_quarter + , subq_12.ds__extract_month AS metric_time__extract_month + , subq_12.ds__extract_day AS metric_time__extract_day + , subq_12.ds__extract_dow AS metric_time__extract_dow + , subq_12.ds__extract_doy AS metric_time__extract_doy + , subq_12.listing + , subq_12.user + , subq_12.view__listing + , subq_12.view__user + , subq_12.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_12 + ) subq_13 + ) subq_14 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_16.listing + , subq_16.is_lux_latest + , subq_16.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_15.ds__day + , subq_15.ds__week + , subq_15.ds__month + , subq_15.ds__quarter + , subq_15.ds__year + , subq_15.ds__extract_year + , subq_15.ds__extract_quarter + , subq_15.ds__extract_month + , subq_15.ds__extract_day + , subq_15.ds__extract_dow + , subq_15.ds__extract_doy + , subq_15.created_at__day + , subq_15.created_at__week + , subq_15.created_at__month + , subq_15.created_at__quarter + , subq_15.created_at__year + , subq_15.created_at__extract_year + , subq_15.created_at__extract_quarter + , subq_15.created_at__extract_month + , subq_15.created_at__extract_day + , subq_15.created_at__extract_dow + , subq_15.created_at__extract_doy + , subq_15.listing__ds__day + , subq_15.listing__ds__week + , subq_15.listing__ds__month + , subq_15.listing__ds__quarter + , subq_15.listing__ds__year + , subq_15.listing__ds__extract_year + , subq_15.listing__ds__extract_quarter + , subq_15.listing__ds__extract_month + , subq_15.listing__ds__extract_day + , subq_15.listing__ds__extract_dow + , subq_15.listing__ds__extract_doy + , subq_15.listing__created_at__day + , subq_15.listing__created_at__week + , subq_15.listing__created_at__month + , subq_15.listing__created_at__quarter + , subq_15.listing__created_at__year + , subq_15.listing__created_at__extract_year + , subq_15.listing__created_at__extract_quarter + , subq_15.listing__created_at__extract_month + , subq_15.listing__created_at__extract_day + , subq_15.listing__created_at__extract_dow + , subq_15.listing__created_at__extract_doy + , subq_15.ds__day AS metric_time__day + , subq_15.ds__week AS metric_time__week + , subq_15.ds__month AS metric_time__month + , subq_15.ds__quarter AS metric_time__quarter + , subq_15.ds__year AS metric_time__year + , subq_15.ds__extract_year AS metric_time__extract_year + , subq_15.ds__extract_quarter AS metric_time__extract_quarter + , subq_15.ds__extract_month AS metric_time__extract_month + , subq_15.ds__extract_day AS metric_time__extract_day + , subq_15.ds__extract_dow AS metric_time__extract_dow + , subq_15.ds__extract_doy AS metric_time__extract_doy + , subq_15.listing + , subq_15.user + , subq_15.listing__user + , subq_15.country_latest + , subq_15.is_lux_latest + , subq_15.capacity_latest + , subq_15.listing__country_latest + , subq_15.listing__is_lux_latest + , subq_15.listing__capacity_latest + , subq_15.listings + , subq_15.largest_listing + , subq_15.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_15 + ) subq_16 + ) subq_17 + ON + subq_14.listing = subq_17.listing + ) subq_18 + ) subq_19 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_20 + ) subq_21 + GROUP BY + subq_21.listing__capacity_latest + ) subq_22 +) subq_23 +ON + subq_11.listing__capacity_latest = subq_23.listing__capacity_latest +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_48.listing__capacity_latest + , CAST(subq_48.bookings AS DOUBLE) / CAST(NULLIF(subq_48.views, 0) AS DOUBLE) AS bookings_per_view + FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_35.bookings) AS bookings + , MAX(subq_47.views) AS views + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_34.listing__capacity_latest + , subq_34.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_33.listing__capacity_latest + , SUM(subq_33.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_32.listing__capacity_latest + , subq_32.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_31.metric_time__day + , subq_31.listing__is_lux_latest + , subq_31.listing__capacity_latest + , subq_31.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_30.metric_time__day + , subq_30.listing__is_lux_latest + , subq_30.listing__capacity_latest + , subq_30.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_26.metric_time__day AS metric_time__day + , subq_26.listing AS listing + , subq_29.is_lux_latest AS listing__is_lux_latest + , subq_29.capacity_latest AS listing__capacity_latest + , subq_26.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_25.metric_time__day + , subq_25.listing + , subq_25.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_24.ds__day + , subq_24.ds__week + , subq_24.ds__month + , subq_24.ds__quarter + , subq_24.ds__year + , subq_24.ds__extract_year + , subq_24.ds__extract_quarter + , subq_24.ds__extract_month + , subq_24.ds__extract_day + , subq_24.ds__extract_dow + , subq_24.ds__extract_doy + , subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.paid_at__day + , subq_24.paid_at__week + , subq_24.paid_at__month + , subq_24.paid_at__quarter + , subq_24.paid_at__year + , subq_24.paid_at__extract_year + , subq_24.paid_at__extract_quarter + , subq_24.paid_at__extract_month + , subq_24.paid_at__extract_day + , subq_24.paid_at__extract_dow + , subq_24.paid_at__extract_doy + , subq_24.booking__ds__day + , subq_24.booking__ds__week + , subq_24.booking__ds__month + , subq_24.booking__ds__quarter + , subq_24.booking__ds__year + , subq_24.booking__ds__extract_year + , subq_24.booking__ds__extract_quarter + , subq_24.booking__ds__extract_month + , subq_24.booking__ds__extract_day + , subq_24.booking__ds__extract_dow + , subq_24.booking__ds__extract_doy + , subq_24.booking__ds_partitioned__day + , subq_24.booking__ds_partitioned__week + , subq_24.booking__ds_partitioned__month + , subq_24.booking__ds_partitioned__quarter + , subq_24.booking__ds_partitioned__year + , subq_24.booking__ds_partitioned__extract_year + , subq_24.booking__ds_partitioned__extract_quarter + , subq_24.booking__ds_partitioned__extract_month + , subq_24.booking__ds_partitioned__extract_day + , subq_24.booking__ds_partitioned__extract_dow + , subq_24.booking__ds_partitioned__extract_doy + , subq_24.booking__paid_at__day + , subq_24.booking__paid_at__week + , subq_24.booking__paid_at__month + , subq_24.booking__paid_at__quarter + , subq_24.booking__paid_at__year + , subq_24.booking__paid_at__extract_year + , subq_24.booking__paid_at__extract_quarter + , subq_24.booking__paid_at__extract_month + , subq_24.booking__paid_at__extract_day + , subq_24.booking__paid_at__extract_dow + , subq_24.booking__paid_at__extract_doy + , subq_24.ds__day AS metric_time__day + , subq_24.ds__week AS metric_time__week + , subq_24.ds__month AS metric_time__month + , subq_24.ds__quarter AS metric_time__quarter + , subq_24.ds__year AS metric_time__year + , subq_24.ds__extract_year AS metric_time__extract_year + , subq_24.ds__extract_quarter AS metric_time__extract_quarter + , subq_24.ds__extract_month AS metric_time__extract_month + , subq_24.ds__extract_day AS metric_time__extract_day + , subq_24.ds__extract_dow AS metric_time__extract_dow + , subq_24.ds__extract_doy AS metric_time__extract_doy + , subq_24.listing + , subq_24.guest + , subq_24.host + , subq_24.booking__listing + , subq_24.booking__guest + , subq_24.booking__host + , subq_24.is_instant + , subq_24.booking__is_instant + , subq_24.bookings + , subq_24.instant_bookings + , subq_24.booking_value + , subq_24.max_booking_value + , subq_24.min_booking_value + , subq_24.bookers + , subq_24.average_booking_value + , subq_24.referred_bookings + , subq_24.median_booking_value + , subq_24.booking_value_p99 + , subq_24.discrete_booking_value_p99 + , subq_24.approximate_continuous_booking_value_p99 + , subq_24.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(dayofweekiso FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_24 + ) subq_25 + ) subq_26 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_28.listing + , subq_28.is_lux_latest + , subq_28.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_27.ds__day + , subq_27.ds__week + , subq_27.ds__month + , subq_27.ds__quarter + , subq_27.ds__year + , subq_27.ds__extract_year + , subq_27.ds__extract_quarter + , subq_27.ds__extract_month + , subq_27.ds__extract_day + , subq_27.ds__extract_dow + , subq_27.ds__extract_doy + , subq_27.created_at__day + , subq_27.created_at__week + , subq_27.created_at__month + , subq_27.created_at__quarter + , subq_27.created_at__year + , subq_27.created_at__extract_year + , subq_27.created_at__extract_quarter + , subq_27.created_at__extract_month + , subq_27.created_at__extract_day + , subq_27.created_at__extract_dow + , subq_27.created_at__extract_doy + , subq_27.listing__ds__day + , subq_27.listing__ds__week + , subq_27.listing__ds__month + , subq_27.listing__ds__quarter + , subq_27.listing__ds__year + , subq_27.listing__ds__extract_year + , subq_27.listing__ds__extract_quarter + , subq_27.listing__ds__extract_month + , subq_27.listing__ds__extract_day + , subq_27.listing__ds__extract_dow + , subq_27.listing__ds__extract_doy + , subq_27.listing__created_at__day + , subq_27.listing__created_at__week + , subq_27.listing__created_at__month + , subq_27.listing__created_at__quarter + , subq_27.listing__created_at__year + , subq_27.listing__created_at__extract_year + , subq_27.listing__created_at__extract_quarter + , subq_27.listing__created_at__extract_month + , subq_27.listing__created_at__extract_day + , subq_27.listing__created_at__extract_dow + , subq_27.listing__created_at__extract_doy + , subq_27.ds__day AS metric_time__day + , subq_27.ds__week AS metric_time__week + , subq_27.ds__month AS metric_time__month + , subq_27.ds__quarter AS metric_time__quarter + , subq_27.ds__year AS metric_time__year + , subq_27.ds__extract_year AS metric_time__extract_year + , subq_27.ds__extract_quarter AS metric_time__extract_quarter + , subq_27.ds__extract_month AS metric_time__extract_month + , subq_27.ds__extract_day AS metric_time__extract_day + , subq_27.ds__extract_dow AS metric_time__extract_dow + , subq_27.ds__extract_doy AS metric_time__extract_doy + , subq_27.listing + , subq_27.user + , subq_27.listing__user + , subq_27.country_latest + , subq_27.is_lux_latest + , subq_27.capacity_latest + , subq_27.listing__country_latest + , subq_27.listing__is_lux_latest + , subq_27.listing__capacity_latest + , subq_27.listings + , subq_27.largest_listing + , subq_27.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_27 + ) subq_28 + ) subq_29 + ON + subq_26.listing = subq_29.listing + ) subq_30 + ) subq_31 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_32 + ) subq_33 + GROUP BY + subq_33.listing__capacity_latest + ) subq_34 + ) subq_35 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_46.listing__capacity_latest + , subq_46.views + FROM ( + -- Aggregate Measures + SELECT + subq_45.listing__capacity_latest + , SUM(subq_45.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_44.listing__capacity_latest + , subq_44.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_43.metric_time__day + , subq_43.listing__is_lux_latest + , subq_43.listing__capacity_latest + , subq_43.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_42.metric_time__day + , subq_42.listing__is_lux_latest + , subq_42.listing__capacity_latest + , subq_42.views + FROM ( + -- Join Standard Outputs + SELECT + subq_38.metric_time__day AS metric_time__day + , subq_38.listing AS listing + , subq_41.is_lux_latest AS listing__is_lux_latest + , subq_41.capacity_latest AS listing__capacity_latest + , subq_38.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_37.metric_time__day + , subq_37.listing + , subq_37.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_36.ds__day + , subq_36.ds__week + , subq_36.ds__month + , subq_36.ds__quarter + , subq_36.ds__year + , subq_36.ds__extract_year + , subq_36.ds__extract_quarter + , subq_36.ds__extract_month + , subq_36.ds__extract_day + , subq_36.ds__extract_dow + , subq_36.ds__extract_doy + , subq_36.ds_partitioned__day + , subq_36.ds_partitioned__week + , subq_36.ds_partitioned__month + , subq_36.ds_partitioned__quarter + , subq_36.ds_partitioned__year + , subq_36.ds_partitioned__extract_year + , subq_36.ds_partitioned__extract_quarter + , subq_36.ds_partitioned__extract_month + , subq_36.ds_partitioned__extract_day + , subq_36.ds_partitioned__extract_dow + , subq_36.ds_partitioned__extract_doy + , subq_36.view__ds__day + , subq_36.view__ds__week + , subq_36.view__ds__month + , subq_36.view__ds__quarter + , subq_36.view__ds__year + , subq_36.view__ds__extract_year + , subq_36.view__ds__extract_quarter + , subq_36.view__ds__extract_month + , subq_36.view__ds__extract_day + , subq_36.view__ds__extract_dow + , subq_36.view__ds__extract_doy + , subq_36.view__ds_partitioned__day + , subq_36.view__ds_partitioned__week + , subq_36.view__ds_partitioned__month + , subq_36.view__ds_partitioned__quarter + , subq_36.view__ds_partitioned__year + , subq_36.view__ds_partitioned__extract_year + , subq_36.view__ds_partitioned__extract_quarter + , subq_36.view__ds_partitioned__extract_month + , subq_36.view__ds_partitioned__extract_day + , subq_36.view__ds_partitioned__extract_dow + , subq_36.view__ds_partitioned__extract_doy + , subq_36.ds__day AS metric_time__day + , subq_36.ds__week AS metric_time__week + , subq_36.ds__month AS metric_time__month + , subq_36.ds__quarter AS metric_time__quarter + , subq_36.ds__year AS metric_time__year + , subq_36.ds__extract_year AS metric_time__extract_year + , subq_36.ds__extract_quarter AS metric_time__extract_quarter + , subq_36.ds__extract_month AS metric_time__extract_month + , subq_36.ds__extract_day AS metric_time__extract_day + , subq_36.ds__extract_dow AS metric_time__extract_dow + , subq_36.ds__extract_doy AS metric_time__extract_doy + , subq_36.listing + , subq_36.user + , subq_36.view__listing + , subq_36.view__user + , subq_36.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(dayofweekiso FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_36 + ) subq_37 + ) subq_38 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_40.listing + , subq_40.is_lux_latest + , subq_40.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_39.ds__day + , subq_39.ds__week + , subq_39.ds__month + , subq_39.ds__quarter + , subq_39.ds__year + , subq_39.ds__extract_year + , subq_39.ds__extract_quarter + , subq_39.ds__extract_month + , subq_39.ds__extract_day + , subq_39.ds__extract_dow + , subq_39.ds__extract_doy + , subq_39.created_at__day + , subq_39.created_at__week + , subq_39.created_at__month + , subq_39.created_at__quarter + , subq_39.created_at__year + , subq_39.created_at__extract_year + , subq_39.created_at__extract_quarter + , subq_39.created_at__extract_month + , subq_39.created_at__extract_day + , subq_39.created_at__extract_dow + , subq_39.created_at__extract_doy + , subq_39.listing__ds__day + , subq_39.listing__ds__week + , subq_39.listing__ds__month + , subq_39.listing__ds__quarter + , subq_39.listing__ds__year + , subq_39.listing__ds__extract_year + , subq_39.listing__ds__extract_quarter + , subq_39.listing__ds__extract_month + , subq_39.listing__ds__extract_day + , subq_39.listing__ds__extract_dow + , subq_39.listing__ds__extract_doy + , subq_39.listing__created_at__day + , subq_39.listing__created_at__week + , subq_39.listing__created_at__month + , subq_39.listing__created_at__quarter + , subq_39.listing__created_at__year + , subq_39.listing__created_at__extract_year + , subq_39.listing__created_at__extract_quarter + , subq_39.listing__created_at__extract_month + , subq_39.listing__created_at__extract_day + , subq_39.listing__created_at__extract_dow + , subq_39.listing__created_at__extract_doy + , subq_39.ds__day AS metric_time__day + , subq_39.ds__week AS metric_time__week + , subq_39.ds__month AS metric_time__month + , subq_39.ds__quarter AS metric_time__quarter + , subq_39.ds__year AS metric_time__year + , subq_39.ds__extract_year AS metric_time__extract_year + , subq_39.ds__extract_quarter AS metric_time__extract_quarter + , subq_39.ds__extract_month AS metric_time__extract_month + , subq_39.ds__extract_day AS metric_time__extract_day + , subq_39.ds__extract_dow AS metric_time__extract_dow + , subq_39.ds__extract_doy AS metric_time__extract_doy + , subq_39.listing + , subq_39.user + , subq_39.listing__user + , subq_39.country_latest + , subq_39.is_lux_latest + , subq_39.capacity_latest + , subq_39.listing__country_latest + , subq_39.listing__is_lux_latest + , subq_39.listing__capacity_latest + , subq_39.listings + , subq_39.largest_listing + , subq_39.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(dayofweekiso FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_39 + ) subq_40 + ) subq_41 + ON + subq_38.listing = subq_41.listing + ) subq_42 + ) subq_43 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_44 + ) subq_45 + GROUP BY + subq_45.listing__capacity_latest + ) subq_46 + ) subq_47 + ON + subq_35.listing__capacity_latest = subq_47.listing__capacity_latest + GROUP BY + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) + ) subq_48 +) subq_49 +ON + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest) = subq_49.listing__capacity_latest +GROUP BY + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql new file mode 100644 index 0000000000..062477fe3c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Snowflake/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql @@ -0,0 +1,163 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_61.bookings) AS bookings + , MAX(subq_73.views) AS views + , MAX(CAST(subq_98.bookings AS DOUBLE) / CAST(NULLIF(subq_98.views, 0) AS DOUBLE)) AS bookings_per_view +FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_52.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_52.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_52 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_52.listing = listings_latest_src_28000.listing_id + ) subq_57 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_61 +FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_64.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_64.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_64 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_64.listing = listings_latest_src_28000.listing_id + ) subq_69 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_73 +ON + subq_61.listing__capacity_latest = subq_73.listing__capacity_latest +FULL OUTER JOIN ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_85.bookings) AS bookings + , MAX(subq_97.views) AS views + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_76.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_76.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_76 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_76.listing = listings_latest_src_28000.listing_id + ) subq_81 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_85 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_88.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_88.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_88 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_88.listing = listings_latest_src_28000.listing_id + ) subq_93 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_97 + ON + subq_85.listing__capacity_latest = subq_97.listing__capacity_latest + GROUP BY + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) +) subq_98 +ON + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest) = subq_98.listing__capacity_latest +GROUP BY + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_saved_query_with_metric_joins_and_filter__plan0.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_saved_query_with_metric_joins_and_filter__plan0.sql new file mode 100644 index 0000000000..0e1e6f0648 --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_saved_query_with_metric_joins_and_filter__plan0.sql @@ -0,0 +1,1431 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_11.bookings) AS bookings + , MAX(subq_23.views) AS views + , MAX(subq_49.bookings_per_view) AS bookings_per_view +FROM ( + -- Compute Metrics via Expressions + SELECT + subq_10.listing__capacity_latest + , subq_10.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_9.listing__capacity_latest + , SUM(subq_9.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_8.listing__capacity_latest + , subq_8.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_7.metric_time__day + , subq_7.listing__is_lux_latest + , subq_7.listing__capacity_latest + , subq_7.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_6.metric_time__day + , subq_6.listing__is_lux_latest + , subq_6.listing__capacity_latest + , subq_6.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_2.metric_time__day AS metric_time__day + , subq_2.listing AS listing + , subq_5.is_lux_latest AS listing__is_lux_latest + , subq_5.capacity_latest AS listing__capacity_latest + , subq_2.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_1.metric_time__day + , subq_1.listing + , subq_1.bookings + FROM ( + -- 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.ds_partitioned__day + , subq_0.ds_partitioned__week + , subq_0.ds_partitioned__month + , subq_0.ds_partitioned__quarter + , subq_0.ds_partitioned__year + , subq_0.ds_partitioned__extract_year + , subq_0.ds_partitioned__extract_quarter + , subq_0.ds_partitioned__extract_month + , subq_0.ds_partitioned__extract_day + , subq_0.ds_partitioned__extract_dow + , subq_0.ds_partitioned__extract_doy + , subq_0.paid_at__day + , subq_0.paid_at__week + , subq_0.paid_at__month + , subq_0.paid_at__quarter + , subq_0.paid_at__year + , subq_0.paid_at__extract_year + , subq_0.paid_at__extract_quarter + , subq_0.paid_at__extract_month + , subq_0.paid_at__extract_day + , subq_0.paid_at__extract_dow + , subq_0.paid_at__extract_doy + , subq_0.booking__ds__day + , subq_0.booking__ds__week + , subq_0.booking__ds__month + , subq_0.booking__ds__quarter + , subq_0.booking__ds__year + , subq_0.booking__ds__extract_year + , subq_0.booking__ds__extract_quarter + , subq_0.booking__ds__extract_month + , subq_0.booking__ds__extract_day + , subq_0.booking__ds__extract_dow + , subq_0.booking__ds__extract_doy + , subq_0.booking__ds_partitioned__day + , subq_0.booking__ds_partitioned__week + , subq_0.booking__ds_partitioned__month + , subq_0.booking__ds_partitioned__quarter + , subq_0.booking__ds_partitioned__year + , subq_0.booking__ds_partitioned__extract_year + , subq_0.booking__ds_partitioned__extract_quarter + , subq_0.booking__ds_partitioned__extract_month + , subq_0.booking__ds_partitioned__extract_day + , subq_0.booking__ds_partitioned__extract_dow + , subq_0.booking__ds_partitioned__extract_doy + , subq_0.booking__paid_at__day + , subq_0.booking__paid_at__week + , subq_0.booking__paid_at__month + , subq_0.booking__paid_at__quarter + , subq_0.booking__paid_at__year + , subq_0.booking__paid_at__extract_year + , subq_0.booking__paid_at__extract_quarter + , subq_0.booking__paid_at__extract_month + , subq_0.booking__paid_at__extract_day + , subq_0.booking__paid_at__extract_dow + , subq_0.booking__paid_at__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.listing + , subq_0.guest + , subq_0.host + , subq_0.booking__listing + , subq_0.booking__guest + , subq_0.booking__host + , subq_0.is_instant + , subq_0.booking__is_instant + , subq_0.bookings + , subq_0.instant_bookings + , subq_0.booking_value + , subq_0.max_booking_value + , subq_0.min_booking_value + , subq_0.bookers + , subq_0.average_booking_value + , subq_0.referred_bookings + , subq_0.median_booking_value + , subq_0.booking_value_p99 + , subq_0.discrete_booking_value_p99 + , subq_0.approximate_continuous_booking_value_p99 + , subq_0.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_0 + ) subq_1 + ) subq_2 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_4.listing + , subq_4.is_lux_latest + , subq_4.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_3.ds__day + , subq_3.ds__week + , subq_3.ds__month + , subq_3.ds__quarter + , subq_3.ds__year + , subq_3.ds__extract_year + , subq_3.ds__extract_quarter + , subq_3.ds__extract_month + , subq_3.ds__extract_day + , subq_3.ds__extract_dow + , subq_3.ds__extract_doy + , subq_3.created_at__day + , subq_3.created_at__week + , subq_3.created_at__month + , subq_3.created_at__quarter + , subq_3.created_at__year + , subq_3.created_at__extract_year + , subq_3.created_at__extract_quarter + , subq_3.created_at__extract_month + , subq_3.created_at__extract_day + , subq_3.created_at__extract_dow + , subq_3.created_at__extract_doy + , subq_3.listing__ds__day + , subq_3.listing__ds__week + , subq_3.listing__ds__month + , subq_3.listing__ds__quarter + , subq_3.listing__ds__year + , subq_3.listing__ds__extract_year + , subq_3.listing__ds__extract_quarter + , subq_3.listing__ds__extract_month + , subq_3.listing__ds__extract_day + , subq_3.listing__ds__extract_dow + , subq_3.listing__ds__extract_doy + , subq_3.listing__created_at__day + , subq_3.listing__created_at__week + , subq_3.listing__created_at__month + , subq_3.listing__created_at__quarter + , subq_3.listing__created_at__year + , subq_3.listing__created_at__extract_year + , subq_3.listing__created_at__extract_quarter + , subq_3.listing__created_at__extract_month + , subq_3.listing__created_at__extract_day + , subq_3.listing__created_at__extract_dow + , subq_3.listing__created_at__extract_doy + , subq_3.ds__day AS metric_time__day + , subq_3.ds__week AS metric_time__week + , subq_3.ds__month AS metric_time__month + , subq_3.ds__quarter AS metric_time__quarter + , subq_3.ds__year AS metric_time__year + , subq_3.ds__extract_year AS metric_time__extract_year + , subq_3.ds__extract_quarter AS metric_time__extract_quarter + , subq_3.ds__extract_month AS metric_time__extract_month + , subq_3.ds__extract_day AS metric_time__extract_day + , subq_3.ds__extract_dow AS metric_time__extract_dow + , subq_3.ds__extract_doy AS metric_time__extract_doy + , subq_3.listing + , subq_3.user + , subq_3.listing__user + , subq_3.country_latest + , subq_3.is_lux_latest + , subq_3.capacity_latest + , subq_3.listing__country_latest + , subq_3.listing__is_lux_latest + , subq_3.listing__capacity_latest + , subq_3.listings + , subq_3.largest_listing + , subq_3.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_3 + ) subq_4 + ) subq_5 + ON + subq_2.listing = subq_5.listing + ) subq_6 + ) subq_7 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_8 + ) subq_9 + GROUP BY + subq_9.listing__capacity_latest + ) subq_10 +) subq_11 +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_22.listing__capacity_latest + , subq_22.views + FROM ( + -- Aggregate Measures + SELECT + subq_21.listing__capacity_latest + , SUM(subq_21.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_20.listing__capacity_latest + , subq_20.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_19.metric_time__day + , subq_19.listing__is_lux_latest + , subq_19.listing__capacity_latest + , subq_19.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_18.metric_time__day + , subq_18.listing__is_lux_latest + , subq_18.listing__capacity_latest + , subq_18.views + FROM ( + -- Join Standard Outputs + SELECT + subq_14.metric_time__day AS metric_time__day + , subq_14.listing AS listing + , subq_17.is_lux_latest AS listing__is_lux_latest + , subq_17.capacity_latest AS listing__capacity_latest + , subq_14.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_13.metric_time__day + , subq_13.listing + , subq_13.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_12.ds__day + , subq_12.ds__week + , subq_12.ds__month + , subq_12.ds__quarter + , subq_12.ds__year + , subq_12.ds__extract_year + , subq_12.ds__extract_quarter + , subq_12.ds__extract_month + , subq_12.ds__extract_day + , subq_12.ds__extract_dow + , subq_12.ds__extract_doy + , subq_12.ds_partitioned__day + , subq_12.ds_partitioned__week + , subq_12.ds_partitioned__month + , subq_12.ds_partitioned__quarter + , subq_12.ds_partitioned__year + , subq_12.ds_partitioned__extract_year + , subq_12.ds_partitioned__extract_quarter + , subq_12.ds_partitioned__extract_month + , subq_12.ds_partitioned__extract_day + , subq_12.ds_partitioned__extract_dow + , subq_12.ds_partitioned__extract_doy + , subq_12.view__ds__day + , subq_12.view__ds__week + , subq_12.view__ds__month + , subq_12.view__ds__quarter + , subq_12.view__ds__year + , subq_12.view__ds__extract_year + , subq_12.view__ds__extract_quarter + , subq_12.view__ds__extract_month + , subq_12.view__ds__extract_day + , subq_12.view__ds__extract_dow + , subq_12.view__ds__extract_doy + , subq_12.view__ds_partitioned__day + , subq_12.view__ds_partitioned__week + , subq_12.view__ds_partitioned__month + , subq_12.view__ds_partitioned__quarter + , subq_12.view__ds_partitioned__year + , subq_12.view__ds_partitioned__extract_year + , subq_12.view__ds_partitioned__extract_quarter + , subq_12.view__ds_partitioned__extract_month + , subq_12.view__ds_partitioned__extract_day + , subq_12.view__ds_partitioned__extract_dow + , subq_12.view__ds_partitioned__extract_doy + , subq_12.ds__day AS metric_time__day + , subq_12.ds__week AS metric_time__week + , subq_12.ds__month AS metric_time__month + , subq_12.ds__quarter AS metric_time__quarter + , subq_12.ds__year AS metric_time__year + , subq_12.ds__extract_year AS metric_time__extract_year + , subq_12.ds__extract_quarter AS metric_time__extract_quarter + , subq_12.ds__extract_month AS metric_time__extract_month + , subq_12.ds__extract_day AS metric_time__extract_day + , subq_12.ds__extract_dow AS metric_time__extract_dow + , subq_12.ds__extract_doy AS metric_time__extract_doy + , subq_12.listing + , subq_12.user + , subq_12.view__listing + , subq_12.view__user + , subq_12.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_12 + ) subq_13 + ) subq_14 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_16.listing + , subq_16.is_lux_latest + , subq_16.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_15.ds__day + , subq_15.ds__week + , subq_15.ds__month + , subq_15.ds__quarter + , subq_15.ds__year + , subq_15.ds__extract_year + , subq_15.ds__extract_quarter + , subq_15.ds__extract_month + , subq_15.ds__extract_day + , subq_15.ds__extract_dow + , subq_15.ds__extract_doy + , subq_15.created_at__day + , subq_15.created_at__week + , subq_15.created_at__month + , subq_15.created_at__quarter + , subq_15.created_at__year + , subq_15.created_at__extract_year + , subq_15.created_at__extract_quarter + , subq_15.created_at__extract_month + , subq_15.created_at__extract_day + , subq_15.created_at__extract_dow + , subq_15.created_at__extract_doy + , subq_15.listing__ds__day + , subq_15.listing__ds__week + , subq_15.listing__ds__month + , subq_15.listing__ds__quarter + , subq_15.listing__ds__year + , subq_15.listing__ds__extract_year + , subq_15.listing__ds__extract_quarter + , subq_15.listing__ds__extract_month + , subq_15.listing__ds__extract_day + , subq_15.listing__ds__extract_dow + , subq_15.listing__ds__extract_doy + , subq_15.listing__created_at__day + , subq_15.listing__created_at__week + , subq_15.listing__created_at__month + , subq_15.listing__created_at__quarter + , subq_15.listing__created_at__year + , subq_15.listing__created_at__extract_year + , subq_15.listing__created_at__extract_quarter + , subq_15.listing__created_at__extract_month + , subq_15.listing__created_at__extract_day + , subq_15.listing__created_at__extract_dow + , subq_15.listing__created_at__extract_doy + , subq_15.ds__day AS metric_time__day + , subq_15.ds__week AS metric_time__week + , subq_15.ds__month AS metric_time__month + , subq_15.ds__quarter AS metric_time__quarter + , subq_15.ds__year AS metric_time__year + , subq_15.ds__extract_year AS metric_time__extract_year + , subq_15.ds__extract_quarter AS metric_time__extract_quarter + , subq_15.ds__extract_month AS metric_time__extract_month + , subq_15.ds__extract_day AS metric_time__extract_day + , subq_15.ds__extract_dow AS metric_time__extract_dow + , subq_15.ds__extract_doy AS metric_time__extract_doy + , subq_15.listing + , subq_15.user + , subq_15.listing__user + , subq_15.country_latest + , subq_15.is_lux_latest + , subq_15.capacity_latest + , subq_15.listing__country_latest + , subq_15.listing__is_lux_latest + , subq_15.listing__capacity_latest + , subq_15.listings + , subq_15.largest_listing + , subq_15.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_15 + ) subq_16 + ) subq_17 + ON + subq_14.listing = subq_17.listing + ) subq_18 + ) subq_19 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_20 + ) subq_21 + GROUP BY + subq_21.listing__capacity_latest + ) subq_22 +) subq_23 +ON + subq_11.listing__capacity_latest = subq_23.listing__capacity_latest +FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_48.listing__capacity_latest + , CAST(subq_48.bookings AS DOUBLE) / CAST(NULLIF(subq_48.views, 0) AS DOUBLE) AS bookings_per_view + FROM ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_35.bookings) AS bookings + , MAX(subq_47.views) AS views + FROM ( + -- Compute Metrics via Expressions + SELECT + subq_34.listing__capacity_latest + , subq_34.bookings + FROM ( + -- Aggregate Measures + SELECT + subq_33.listing__capacity_latest + , SUM(subq_33.bookings) AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + SELECT + subq_32.listing__capacity_latest + , subq_32.bookings + FROM ( + -- Constrain Output with WHERE + SELECT + subq_31.metric_time__day + , subq_31.listing__is_lux_latest + , subq_31.listing__capacity_latest + , subq_31.bookings + FROM ( + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_30.metric_time__day + , subq_30.listing__is_lux_latest + , subq_30.listing__capacity_latest + , subq_30.bookings + FROM ( + -- Join Standard Outputs + SELECT + subq_26.metric_time__day AS metric_time__day + , subq_26.listing AS listing + , subq_29.is_lux_latest AS listing__is_lux_latest + , subq_29.capacity_latest AS listing__capacity_latest + , subq_26.bookings AS bookings + FROM ( + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + subq_25.metric_time__day + , subq_25.listing + , subq_25.bookings + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_24.ds__day + , subq_24.ds__week + , subq_24.ds__month + , subq_24.ds__quarter + , subq_24.ds__year + , subq_24.ds__extract_year + , subq_24.ds__extract_quarter + , subq_24.ds__extract_month + , subq_24.ds__extract_day + , subq_24.ds__extract_dow + , subq_24.ds__extract_doy + , subq_24.ds_partitioned__day + , subq_24.ds_partitioned__week + , subq_24.ds_partitioned__month + , subq_24.ds_partitioned__quarter + , subq_24.ds_partitioned__year + , subq_24.ds_partitioned__extract_year + , subq_24.ds_partitioned__extract_quarter + , subq_24.ds_partitioned__extract_month + , subq_24.ds_partitioned__extract_day + , subq_24.ds_partitioned__extract_dow + , subq_24.ds_partitioned__extract_doy + , subq_24.paid_at__day + , subq_24.paid_at__week + , subq_24.paid_at__month + , subq_24.paid_at__quarter + , subq_24.paid_at__year + , subq_24.paid_at__extract_year + , subq_24.paid_at__extract_quarter + , subq_24.paid_at__extract_month + , subq_24.paid_at__extract_day + , subq_24.paid_at__extract_dow + , subq_24.paid_at__extract_doy + , subq_24.booking__ds__day + , subq_24.booking__ds__week + , subq_24.booking__ds__month + , subq_24.booking__ds__quarter + , subq_24.booking__ds__year + , subq_24.booking__ds__extract_year + , subq_24.booking__ds__extract_quarter + , subq_24.booking__ds__extract_month + , subq_24.booking__ds__extract_day + , subq_24.booking__ds__extract_dow + , subq_24.booking__ds__extract_doy + , subq_24.booking__ds_partitioned__day + , subq_24.booking__ds_partitioned__week + , subq_24.booking__ds_partitioned__month + , subq_24.booking__ds_partitioned__quarter + , subq_24.booking__ds_partitioned__year + , subq_24.booking__ds_partitioned__extract_year + , subq_24.booking__ds_partitioned__extract_quarter + , subq_24.booking__ds_partitioned__extract_month + , subq_24.booking__ds_partitioned__extract_day + , subq_24.booking__ds_partitioned__extract_dow + , subq_24.booking__ds_partitioned__extract_doy + , subq_24.booking__paid_at__day + , subq_24.booking__paid_at__week + , subq_24.booking__paid_at__month + , subq_24.booking__paid_at__quarter + , subq_24.booking__paid_at__year + , subq_24.booking__paid_at__extract_year + , subq_24.booking__paid_at__extract_quarter + , subq_24.booking__paid_at__extract_month + , subq_24.booking__paid_at__extract_day + , subq_24.booking__paid_at__extract_dow + , subq_24.booking__paid_at__extract_doy + , subq_24.ds__day AS metric_time__day + , subq_24.ds__week AS metric_time__week + , subq_24.ds__month AS metric_time__month + , subq_24.ds__quarter AS metric_time__quarter + , subq_24.ds__year AS metric_time__year + , subq_24.ds__extract_year AS metric_time__extract_year + , subq_24.ds__extract_quarter AS metric_time__extract_quarter + , subq_24.ds__extract_month AS metric_time__extract_month + , subq_24.ds__extract_day AS metric_time__extract_day + , subq_24.ds__extract_dow AS metric_time__extract_dow + , subq_24.ds__extract_doy AS metric_time__extract_doy + , subq_24.listing + , subq_24.guest + , subq_24.host + , subq_24.booking__listing + , subq_24.booking__guest + , subq_24.booking__host + , subq_24.is_instant + , subq_24.booking__is_instant + , subq_24.bookings + , subq_24.instant_bookings + , subq_24.booking_value + , subq_24.max_booking_value + , subq_24.min_booking_value + , subq_24.bookers + , subq_24.average_booking_value + , subq_24.referred_bookings + , subq_24.median_booking_value + , subq_24.booking_value_p99 + , subq_24.discrete_booking_value_p99 + , subq_24.approximate_continuous_booking_value_p99 + , subq_24.approximate_discrete_booking_value_p99 + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + SELECT + 1 AS bookings + , CASE WHEN is_instant THEN 1 ELSE 0 END AS instant_bookings + , bookings_source_src_28000.booking_value + , bookings_source_src_28000.booking_value AS max_booking_value + , bookings_source_src_28000.booking_value AS min_booking_value + , bookings_source_src_28000.guest_id AS bookers + , bookings_source_src_28000.booking_value AS average_booking_value + , bookings_source_src_28000.booking_value AS booking_payments + , CASE WHEN referrer_id IS NOT NULL THEN 1 ELSE 0 END AS referred_bookings + , bookings_source_src_28000.booking_value AS median_booking_value + , bookings_source_src_28000.booking_value AS booking_value_p99 + , bookings_source_src_28000.booking_value AS discrete_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_continuous_booking_value_p99 + , bookings_source_src_28000.booking_value AS approximate_discrete_booking_value_p99 + , bookings_source_src_28000.is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS paid_at__extract_doy + , bookings_source_src_28000.is_instant AS booking__is_instant + , DATE_TRUNC('day', bookings_source_src_28000.ds) AS booking__ds__day + , DATE_TRUNC('week', bookings_source_src_28000.ds) AS booking__ds__week + , DATE_TRUNC('month', bookings_source_src_28000.ds) AS booking__ds__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds) AS booking__ds__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds) AS booking__ds__year + , EXTRACT(year FROM bookings_source_src_28000.ds) AS booking__ds__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds) AS booking__ds__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds) AS booking__ds__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds) AS booking__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds) AS booking__ds__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds) AS booking__ds__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__day + , DATE_TRUNC('week', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__week + , DATE_TRUNC('month', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__month + , DATE_TRUNC('quarter', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__quarter + , DATE_TRUNC('year', bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__year + , EXTRACT(year FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_month + , EXTRACT(day FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.ds_partitioned) AS booking__ds_partitioned__extract_doy + , DATE_TRUNC('day', bookings_source_src_28000.paid_at) AS booking__paid_at__day + , DATE_TRUNC('week', bookings_source_src_28000.paid_at) AS booking__paid_at__week + , DATE_TRUNC('month', bookings_source_src_28000.paid_at) AS booking__paid_at__month + , DATE_TRUNC('quarter', bookings_source_src_28000.paid_at) AS booking__paid_at__quarter + , DATE_TRUNC('year', bookings_source_src_28000.paid_at) AS booking__paid_at__year + , EXTRACT(year FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_year + , EXTRACT(quarter FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_quarter + , EXTRACT(month FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_month + , EXTRACT(day FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_dow + , EXTRACT(doy FROM bookings_source_src_28000.paid_at) AS booking__paid_at__extract_doy + , bookings_source_src_28000.listing_id AS listing + , bookings_source_src_28000.guest_id AS guest + , bookings_source_src_28000.host_id AS host + , bookings_source_src_28000.listing_id AS booking__listing + , bookings_source_src_28000.guest_id AS booking__guest + , bookings_source_src_28000.host_id AS booking__host + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_24 + ) subq_25 + ) subq_26 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_28.listing + , subq_28.is_lux_latest + , subq_28.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_27.ds__day + , subq_27.ds__week + , subq_27.ds__month + , subq_27.ds__quarter + , subq_27.ds__year + , subq_27.ds__extract_year + , subq_27.ds__extract_quarter + , subq_27.ds__extract_month + , subq_27.ds__extract_day + , subq_27.ds__extract_dow + , subq_27.ds__extract_doy + , subq_27.created_at__day + , subq_27.created_at__week + , subq_27.created_at__month + , subq_27.created_at__quarter + , subq_27.created_at__year + , subq_27.created_at__extract_year + , subq_27.created_at__extract_quarter + , subq_27.created_at__extract_month + , subq_27.created_at__extract_day + , subq_27.created_at__extract_dow + , subq_27.created_at__extract_doy + , subq_27.listing__ds__day + , subq_27.listing__ds__week + , subq_27.listing__ds__month + , subq_27.listing__ds__quarter + , subq_27.listing__ds__year + , subq_27.listing__ds__extract_year + , subq_27.listing__ds__extract_quarter + , subq_27.listing__ds__extract_month + , subq_27.listing__ds__extract_day + , subq_27.listing__ds__extract_dow + , subq_27.listing__ds__extract_doy + , subq_27.listing__created_at__day + , subq_27.listing__created_at__week + , subq_27.listing__created_at__month + , subq_27.listing__created_at__quarter + , subq_27.listing__created_at__year + , subq_27.listing__created_at__extract_year + , subq_27.listing__created_at__extract_quarter + , subq_27.listing__created_at__extract_month + , subq_27.listing__created_at__extract_day + , subq_27.listing__created_at__extract_dow + , subq_27.listing__created_at__extract_doy + , subq_27.ds__day AS metric_time__day + , subq_27.ds__week AS metric_time__week + , subq_27.ds__month AS metric_time__month + , subq_27.ds__quarter AS metric_time__quarter + , subq_27.ds__year AS metric_time__year + , subq_27.ds__extract_year AS metric_time__extract_year + , subq_27.ds__extract_quarter AS metric_time__extract_quarter + , subq_27.ds__extract_month AS metric_time__extract_month + , subq_27.ds__extract_day AS metric_time__extract_day + , subq_27.ds__extract_dow AS metric_time__extract_dow + , subq_27.ds__extract_doy AS metric_time__extract_doy + , subq_27.listing + , subq_27.user + , subq_27.listing__user + , subq_27.country_latest + , subq_27.is_lux_latest + , subq_27.capacity_latest + , subq_27.listing__country_latest + , subq_27.listing__is_lux_latest + , subq_27.listing__capacity_latest + , subq_27.listings + , subq_27.largest_listing + , subq_27.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_27 + ) subq_28 + ) subq_29 + ON + subq_26.listing = subq_29.listing + ) subq_30 + ) subq_31 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_32 + ) subq_33 + GROUP BY + subq_33.listing__capacity_latest + ) subq_34 + ) subq_35 + FULL OUTER JOIN ( + -- Compute Metrics via Expressions + SELECT + subq_46.listing__capacity_latest + , subq_46.views + FROM ( + -- Aggregate Measures + SELECT + subq_45.listing__capacity_latest + , SUM(subq_45.views) AS views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + SELECT + subq_44.listing__capacity_latest + , subq_44.views + FROM ( + -- Constrain Output with WHERE + SELECT + subq_43.metric_time__day + , subq_43.listing__is_lux_latest + , subq_43.listing__capacity_latest + , subq_43.views + FROM ( + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_42.metric_time__day + , subq_42.listing__is_lux_latest + , subq_42.listing__capacity_latest + , subq_42.views + FROM ( + -- Join Standard Outputs + SELECT + subq_38.metric_time__day AS metric_time__day + , subq_38.listing AS listing + , subq_41.is_lux_latest AS listing__is_lux_latest + , subq_41.capacity_latest AS listing__capacity_latest + , subq_38.views AS views + FROM ( + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + subq_37.metric_time__day + , subq_37.listing + , subq_37.views + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_36.ds__day + , subq_36.ds__week + , subq_36.ds__month + , subq_36.ds__quarter + , subq_36.ds__year + , subq_36.ds__extract_year + , subq_36.ds__extract_quarter + , subq_36.ds__extract_month + , subq_36.ds__extract_day + , subq_36.ds__extract_dow + , subq_36.ds__extract_doy + , subq_36.ds_partitioned__day + , subq_36.ds_partitioned__week + , subq_36.ds_partitioned__month + , subq_36.ds_partitioned__quarter + , subq_36.ds_partitioned__year + , subq_36.ds_partitioned__extract_year + , subq_36.ds_partitioned__extract_quarter + , subq_36.ds_partitioned__extract_month + , subq_36.ds_partitioned__extract_day + , subq_36.ds_partitioned__extract_dow + , subq_36.ds_partitioned__extract_doy + , subq_36.view__ds__day + , subq_36.view__ds__week + , subq_36.view__ds__month + , subq_36.view__ds__quarter + , subq_36.view__ds__year + , subq_36.view__ds__extract_year + , subq_36.view__ds__extract_quarter + , subq_36.view__ds__extract_month + , subq_36.view__ds__extract_day + , subq_36.view__ds__extract_dow + , subq_36.view__ds__extract_doy + , subq_36.view__ds_partitioned__day + , subq_36.view__ds_partitioned__week + , subq_36.view__ds_partitioned__month + , subq_36.view__ds_partitioned__quarter + , subq_36.view__ds_partitioned__year + , subq_36.view__ds_partitioned__extract_year + , subq_36.view__ds_partitioned__extract_quarter + , subq_36.view__ds_partitioned__extract_month + , subq_36.view__ds_partitioned__extract_day + , subq_36.view__ds_partitioned__extract_dow + , subq_36.view__ds_partitioned__extract_doy + , subq_36.ds__day AS metric_time__day + , subq_36.ds__week AS metric_time__week + , subq_36.ds__month AS metric_time__month + , subq_36.ds__quarter AS metric_time__quarter + , subq_36.ds__year AS metric_time__year + , subq_36.ds__extract_year AS metric_time__extract_year + , subq_36.ds__extract_quarter AS metric_time__extract_quarter + , subq_36.ds__extract_month AS metric_time__extract_month + , subq_36.ds__extract_day AS metric_time__extract_day + , subq_36.ds__extract_dow AS metric_time__extract_dow + , subq_36.ds__extract_doy AS metric_time__extract_doy + , subq_36.listing + , subq_36.user + , subq_36.view__listing + , subq_36.view__user + , subq_36.views + FROM ( + -- Read Elements From Semantic Model 'views_source' + SELECT + 1 AS views + , DATE_TRUNC('day', views_source_src_28000.ds) AS ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds) AS ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS ds_partitioned__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds) AS view__ds__day + , DATE_TRUNC('week', views_source_src_28000.ds) AS view__ds__week + , DATE_TRUNC('month', views_source_src_28000.ds) AS view__ds__month + , DATE_TRUNC('quarter', views_source_src_28000.ds) AS view__ds__quarter + , DATE_TRUNC('year', views_source_src_28000.ds) AS view__ds__year + , EXTRACT(year FROM views_source_src_28000.ds) AS view__ds__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds) AS view__ds__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds) AS view__ds__extract_month + , EXTRACT(day FROM views_source_src_28000.ds) AS view__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds) AS view__ds__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds) AS view__ds__extract_doy + , DATE_TRUNC('day', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__day + , DATE_TRUNC('week', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__week + , DATE_TRUNC('month', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__month + , DATE_TRUNC('quarter', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__quarter + , DATE_TRUNC('year', views_source_src_28000.ds_partitioned) AS view__ds_partitioned__year + , EXTRACT(year FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_year + , EXTRACT(quarter FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_quarter + , EXTRACT(month FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_month + , EXTRACT(day FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_day + , EXTRACT(DAY_OF_WEEK FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_dow + , EXTRACT(doy FROM views_source_src_28000.ds_partitioned) AS view__ds_partitioned__extract_doy + , views_source_src_28000.listing_id AS listing + , views_source_src_28000.user_id AS user + , views_source_src_28000.listing_id AS view__listing + , views_source_src_28000.user_id AS view__user + FROM ***************************.fct_views views_source_src_28000 + ) subq_36 + ) subq_37 + ) subq_38 + LEFT OUTER JOIN ( + -- Pass Only Elements: ['capacity_latest', 'is_lux_latest', 'listing', 'listing'] + SELECT + subq_40.listing + , subq_40.is_lux_latest + , subq_40.capacity_latest + FROM ( + -- Metric Time Dimension 'ds' + SELECT + subq_39.ds__day + , subq_39.ds__week + , subq_39.ds__month + , subq_39.ds__quarter + , subq_39.ds__year + , subq_39.ds__extract_year + , subq_39.ds__extract_quarter + , subq_39.ds__extract_month + , subq_39.ds__extract_day + , subq_39.ds__extract_dow + , subq_39.ds__extract_doy + , subq_39.created_at__day + , subq_39.created_at__week + , subq_39.created_at__month + , subq_39.created_at__quarter + , subq_39.created_at__year + , subq_39.created_at__extract_year + , subq_39.created_at__extract_quarter + , subq_39.created_at__extract_month + , subq_39.created_at__extract_day + , subq_39.created_at__extract_dow + , subq_39.created_at__extract_doy + , subq_39.listing__ds__day + , subq_39.listing__ds__week + , subq_39.listing__ds__month + , subq_39.listing__ds__quarter + , subq_39.listing__ds__year + , subq_39.listing__ds__extract_year + , subq_39.listing__ds__extract_quarter + , subq_39.listing__ds__extract_month + , subq_39.listing__ds__extract_day + , subq_39.listing__ds__extract_dow + , subq_39.listing__ds__extract_doy + , subq_39.listing__created_at__day + , subq_39.listing__created_at__week + , subq_39.listing__created_at__month + , subq_39.listing__created_at__quarter + , subq_39.listing__created_at__year + , subq_39.listing__created_at__extract_year + , subq_39.listing__created_at__extract_quarter + , subq_39.listing__created_at__extract_month + , subq_39.listing__created_at__extract_day + , subq_39.listing__created_at__extract_dow + , subq_39.listing__created_at__extract_doy + , subq_39.ds__day AS metric_time__day + , subq_39.ds__week AS metric_time__week + , subq_39.ds__month AS metric_time__month + , subq_39.ds__quarter AS metric_time__quarter + , subq_39.ds__year AS metric_time__year + , subq_39.ds__extract_year AS metric_time__extract_year + , subq_39.ds__extract_quarter AS metric_time__extract_quarter + , subq_39.ds__extract_month AS metric_time__extract_month + , subq_39.ds__extract_day AS metric_time__extract_day + , subq_39.ds__extract_dow AS metric_time__extract_dow + , subq_39.ds__extract_doy AS metric_time__extract_doy + , subq_39.listing + , subq_39.user + , subq_39.listing__user + , subq_39.country_latest + , subq_39.is_lux_latest + , subq_39.capacity_latest + , subq_39.listing__country_latest + , subq_39.listing__is_lux_latest + , subq_39.listing__capacity_latest + , subq_39.listings + , subq_39.largest_listing + , subq_39.smallest_listing + FROM ( + -- Read Elements From Semantic Model 'listings_latest' + SELECT + 1 AS listings + , listings_latest_src_28000.capacity AS largest_listing + , listings_latest_src_28000.capacity AS smallest_listing + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS created_at__extract_doy + , listings_latest_src_28000.country AS country_latest + , listings_latest_src_28000.is_lux AS is_lux_latest + , listings_latest_src_28000.capacity AS capacity_latest + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__ds__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__ds__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__ds__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__ds__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__ds__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__ds__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__ds__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__ds__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__ds__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__ds__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__ds__extract_doy + , DATE_TRUNC('day', listings_latest_src_28000.created_at) AS listing__created_at__day + , DATE_TRUNC('week', listings_latest_src_28000.created_at) AS listing__created_at__week + , DATE_TRUNC('month', listings_latest_src_28000.created_at) AS listing__created_at__month + , DATE_TRUNC('quarter', listings_latest_src_28000.created_at) AS listing__created_at__quarter + , DATE_TRUNC('year', listings_latest_src_28000.created_at) AS listing__created_at__year + , EXTRACT(year FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_year + , EXTRACT(quarter FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_quarter + , EXTRACT(month FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_month + , EXTRACT(day FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_day + , EXTRACT(DAY_OF_WEEK FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_dow + , EXTRACT(doy FROM listings_latest_src_28000.created_at) AS listing__created_at__extract_doy + , listings_latest_src_28000.country AS listing__country_latest + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , listings_latest_src_28000.listing_id AS listing + , listings_latest_src_28000.user_id AS user + , listings_latest_src_28000.user_id AS listing__user + FROM ***************************.dim_listings_latest listings_latest_src_28000 + ) subq_39 + ) subq_40 + ) subq_41 + ON + subq_38.listing = subq_41.listing + ) subq_42 + ) subq_43 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + ) subq_44 + ) subq_45 + GROUP BY + subq_45.listing__capacity_latest + ) subq_46 + ) subq_47 + ON + subq_35.listing__capacity_latest = subq_47.listing__capacity_latest + GROUP BY + COALESCE(subq_35.listing__capacity_latest, subq_47.listing__capacity_latest) + ) subq_48 +) subq_49 +ON + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest) = subq_49.listing__capacity_latest +GROUP BY + COALESCE(subq_11.listing__capacity_latest, subq_23.listing__capacity_latest, subq_49.listing__capacity_latest) diff --git a/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql new file mode 100644 index 0000000000..062477fe3c --- /dev/null +++ b/tests_metricflow/snapshots/test_predicate_pushdown_rendering.py/SqlQueryPlan/Trino/test_saved_query_with_metric_joins_and_filter__plan0_optimized.sql @@ -0,0 +1,163 @@ +-- Combine Aggregated Outputs +SELECT + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_61.bookings) AS bookings + , MAX(subq_73.views) AS views + , MAX(CAST(subq_98.bookings AS DOUBLE) / CAST(NULLIF(subq_98.views, 0) AS DOUBLE)) AS bookings_per_view +FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_52.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_52.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_52 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_52.listing = listings_latest_src_28000.listing_id + ) subq_57 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_61 +FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_64.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_64.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_64 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_64.listing = listings_latest_src_28000.listing_id + ) subq_69 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest +) subq_73 +ON + subq_61.listing__capacity_latest = subq_73.listing__capacity_latest +FULL OUTER JOIN ( + -- Combine Aggregated Outputs + SELECT + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) AS listing__capacity_latest + , MAX(subq_85.bookings) AS bookings + , MAX(subq_97.views) AS views + FROM ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['bookings', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(bookings) AS bookings + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['bookings', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_76.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_76.bookings AS bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['bookings', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_76 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_76.listing = listings_latest_src_28000.listing_id + ) subq_81 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_85 + FULL OUTER JOIN ( + -- Constrain Output with WHERE + -- Pass Only Elements: ['views', 'listing__capacity_latest'] + -- Aggregate Measures + -- Compute Metrics via Expressions + SELECT + listing__capacity_latest + , SUM(views) AS views + FROM ( + -- Join Standard Outputs + -- Pass Only Elements: ['views', 'listing__capacity_latest', 'listing__is_lux_latest', 'metric_time__day'] + SELECT + subq_88.metric_time__day AS metric_time__day + , listings_latest_src_28000.is_lux AS listing__is_lux_latest + , listings_latest_src_28000.capacity AS listing__capacity_latest + , subq_88.views AS views + FROM ( + -- Read Elements From Semantic Model 'views_source' + -- Metric Time Dimension 'ds' + -- Pass Only Elements: ['views', 'metric_time__day', 'listing'] + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , listing_id AS listing + , 1 AS views + FROM ***************************.fct_views views_source_src_28000 + ) subq_88 + LEFT OUTER JOIN + ***************************.dim_listings_latest listings_latest_src_28000 + ON + subq_88.listing = listings_latest_src_28000.listing_id + ) subq_93 + WHERE ( listing__is_lux_latest ) AND ( metric_time__day >= '2020-01-02' ) + GROUP BY + listing__capacity_latest + ) subq_97 + ON + subq_85.listing__capacity_latest = subq_97.listing__capacity_latest + GROUP BY + COALESCE(subq_85.listing__capacity_latest, subq_97.listing__capacity_latest) +) subq_98 +ON + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest) = subq_98.listing__capacity_latest +GROUP BY + COALESCE(subq_61.listing__capacity_latest, subq_73.listing__capacity_latest, subq_98.listing__capacity_latest)