diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql index b12cf70b36..6e79ef1c47 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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(bookings_source_src_28000.ds, day) AS ds__day - , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATE_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATE_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATE_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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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(bookings_source_src_28000.ds, day) AS ds__day + , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATE_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATE_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATE_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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_6 + ) subq_7 GROUP BY metric_time__day - ) subq_5 + ) subq_8 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index f4b3177181..4f1431458a 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC(ds, day) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_18 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index b1032da28a..d67c56f6d8 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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(bookings_source_src_28000.ds, day) AS ds__day - , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week - , DATE_TRUNC(bookings_source_src_28000.ds, month) AS ds__month - , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day - , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week - , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month - , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day - , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week - , DATE_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month - , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month - , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter - , DATE_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 - , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day - , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week - , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month - , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter - , DATE_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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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(bookings_source_src_28000.ds, day) AS ds__day + , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS ds__week + , DATE_TRUNC(bookings_source_src_28000.ds, month) AS ds__month + , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS ds__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS ds_partitioned__day + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS ds_partitioned__week + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS ds_partitioned__month + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS ds_partitioned__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS paid_at__day + , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS paid_at__week + , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS paid_at__month + , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS paid_at__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.ds, day) AS booking__ds__day + , DATE_TRUNC(bookings_source_src_28000.ds, isoweek) AS booking__ds__week + , DATE_TRUNC(bookings_source_src_28000.ds, month) AS booking__ds__month + , DATE_TRUNC(bookings_source_src_28000.ds, quarter) AS booking__ds__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, day) AS booking__ds_partitioned__day + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, isoweek) AS booking__ds_partitioned__week + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, month) AS booking__ds_partitioned__month + , DATE_TRUNC(bookings_source_src_28000.ds_partitioned, quarter) AS booking__ds_partitioned__quarter + , DATE_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 + , DATE_TRUNC(bookings_source_src_28000.paid_at, day) AS booking__paid_at__day + , DATE_TRUNC(bookings_source_src_28000.paid_at, isoweek) AS booking__paid_at__week + , DATE_TRUNC(bookings_source_src_28000.paid_at, month) AS booking__paid_at__month + , DATE_TRUNC(bookings_source_src_28000.paid_at, quarter) AS booking__paid_at__quarter + , DATE_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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 + ) subq_6 GROUP BY metric_time__day , booking__is_instant - ) subq_4 + ) subq_7 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_8 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 3f69f5ae0d..08ffedbfd9 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/BigQuery/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC(ds, day) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC(ds, day) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_17 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_17 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql index 10d71d6f54..c6a4a763f6 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_6 + ) subq_7 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_7.metric_time__day + ) subq_8 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_18 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index d60f9f75b1..5d08b97f19 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 + ) subq_6 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_8 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Databricks/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_17 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_17 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql index a39da38b06..077b8a4c94 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_6 + ) subq_7 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_7.metric_time__day + ) subq_8 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_18 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index ed0bc69197..fe5d8ea8c7 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 + ) subq_6 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_8 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/DuckDB/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_17 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_17 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql index a39da38b06..077b8a4c94 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_6 + ) subq_7 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_7.metric_time__day + ) subq_8 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_18 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index ed0bc69197..fe5d8ea8c7 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 + ) subq_6 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_8 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Postgres/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_17 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_17 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql index fbbca501a8..98806a7229 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_6 + ) subq_7 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_7.metric_time__day + ) subq_8 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_18 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 53e30fb806..f88ef62297 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 + ) subq_6 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_8 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Redshift/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_17 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_17 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql index 1841f75d94..4faadd5042 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_6 + ) subq_7 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_7.metric_time__day + ) subq_8 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_18 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 06ba1452be..cd695ffcf8 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 + ) subq_6 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_8 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Snowflake/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_17 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_17 +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql index 6c43edefe6..666b0545f3 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0.sql @@ -1,242 +1,345 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Join to Time Spine Dataset SELECT - subq_6.metric_time__day AS metric_time__day - , subq_5.bookings AS bookings + subq_9.metric_time__day AS metric_time__day + , subq_8.bookings AS bookings FROM ( -- Time Spine SELECT - subq_7.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_7 - ) subq_6 + subq_10.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_10 + ) subq_9 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_4.metric_time__day - , SUM(subq_4.bookings) AS bookings + subq_7.metric_time__day + , SUM(subq_7.bookings) AS bookings FROM ( -- Pass Only Elements: ['bookings', 'metric_time__day'] SELECT - subq_3.metric_time__day - , subq_3.bookings + subq_6.metric_time__day + , subq_6.bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 - ) subq_4 + ) subq_6 + ) subq_7 GROUP BY - subq_4.metric_time__day - ) subq_5 + subq_7.metric_time__day + ) subq_8 ON - subq_6.metric_time__day = subq_5.metric_time__day -) subq_8 + subq_9.metric_time__day = subq_8.metric_time__day +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql index 1185bf668d..937c857812 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_filter__plan0_optimized.sql @@ -5,9 +5,9 @@ SELECT FROM ( -- Join to Time Spine Dataset SELECT - subq_16.ds AS metric_time__day - , subq_14.bookings AS bookings - FROM ***************************.mf_time_spine subq_16 + subq_20.ds AS metric_time__day + , subq_18.bookings AS bookings + FROM ***************************.mf_time_spine subq_20 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'metric_time__day'] @@ -16,19 +16,27 @@ FROM ( metric_time__day , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day - ) subq_14 + ) subq_18 ON - subq_16.ds = subq_14.metric_time__day -) subq_17 + subq_20.ds = subq_18.metric_time__day +) subq_21 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql index 7fe5de84a9..224e31010d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0.sql @@ -1,248 +1,351 @@ -- Compute Metrics via Expressions SELECT - subq_8.metric_time__day - , subq_8.booking__is_instant - , COALESCE(subq_8.bookings, 0) AS bookings_fill_nulls_with_0 + subq_11.metric_time__day + , subq_11.booking__is_instant + , COALESCE(subq_11.bookings, 0) AS bookings_fill_nulls_with_0 FROM ( -- Constrain Output with WHERE SELECT - subq_7.metric_time__day - , subq_7.booking__is_instant - , subq_7.bookings + subq_10.metric_time__day + , subq_10.booking__is_instant + , subq_10.bookings FROM ( -- Join to Time Spine Dataset SELECT - subq_5.metric_time__day AS metric_time__day - , subq_4.booking__is_instant AS booking__is_instant - , subq_4.bookings AS bookings + subq_8.metric_time__day AS metric_time__day + , subq_7.booking__is_instant AS booking__is_instant + , subq_7.bookings AS bookings FROM ( -- Time Spine SELECT - subq_6.ds AS metric_time__day - FROM ***************************.mf_time_spine subq_6 - ) subq_5 + subq_9.ds AS metric_time__day + FROM ***************************.mf_time_spine subq_9 + ) subq_8 LEFT OUTER JOIN ( -- Aggregate Measures SELECT - subq_3.metric_time__day - , subq_3.booking__is_instant - , SUM(subq_3.bookings) AS bookings + subq_6.metric_time__day + , subq_6.booking__is_instant + , SUM(subq_6.bookings) AS bookings FROM ( -- Constrain Output with WHERE SELECT - subq_2.metric_time__day - , subq_2.booking__is_instant - , subq_2.bookings + subq_5.metric_time__day + , subq_5.booking__is_instant + , subq_5.bookings FROM ( -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - subq_1.metric_time__day - , subq_1.booking__is_instant - , subq_1.bookings + subq_4.metric_time__day + , subq_4.booking__is_instant + , subq_4.bookings FROM ( - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE 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 + 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.ds_partitioned__day + , subq_3.ds_partitioned__week + , subq_3.ds_partitioned__month + , subq_3.ds_partitioned__quarter + , subq_3.ds_partitioned__year + , subq_3.ds_partitioned__extract_year + , subq_3.ds_partitioned__extract_quarter + , subq_3.ds_partitioned__extract_month + , subq_3.ds_partitioned__extract_day + , subq_3.ds_partitioned__extract_dow + , subq_3.ds_partitioned__extract_doy + , subq_3.paid_at__day + , subq_3.paid_at__week + , subq_3.paid_at__month + , subq_3.paid_at__quarter + , subq_3.paid_at__year + , subq_3.paid_at__extract_year + , subq_3.paid_at__extract_quarter + , subq_3.paid_at__extract_month + , subq_3.paid_at__extract_day + , subq_3.paid_at__extract_dow + , subq_3.paid_at__extract_doy + , subq_3.booking__ds__day + , subq_3.booking__ds__week + , subq_3.booking__ds__month + , subq_3.booking__ds__quarter + , subq_3.booking__ds__year + , subq_3.booking__ds__extract_year + , subq_3.booking__ds__extract_quarter + , subq_3.booking__ds__extract_month + , subq_3.booking__ds__extract_day + , subq_3.booking__ds__extract_dow + , subq_3.booking__ds__extract_doy + , subq_3.booking__ds_partitioned__day + , subq_3.booking__ds_partitioned__week + , subq_3.booking__ds_partitioned__month + , subq_3.booking__ds_partitioned__quarter + , subq_3.booking__ds_partitioned__year + , subq_3.booking__ds_partitioned__extract_year + , subq_3.booking__ds_partitioned__extract_quarter + , subq_3.booking__ds_partitioned__extract_month + , subq_3.booking__ds_partitioned__extract_day + , subq_3.booking__ds_partitioned__extract_dow + , subq_3.booking__ds_partitioned__extract_doy + , subq_3.booking__paid_at__day + , subq_3.booking__paid_at__week + , subq_3.booking__paid_at__month + , subq_3.booking__paid_at__quarter + , subq_3.booking__paid_at__year + , subq_3.booking__paid_at__extract_year + , subq_3.booking__paid_at__extract_quarter + , subq_3.booking__paid_at__extract_month + , subq_3.booking__paid_at__extract_day + , subq_3.booking__paid_at__extract_dow + , subq_3.booking__paid_at__extract_doy + , subq_3.metric_time__day + , subq_3.metric_time__week + , subq_3.metric_time__month + , subq_3.metric_time__quarter + , subq_3.metric_time__year + , subq_3.metric_time__extract_year + , subq_3.metric_time__extract_quarter + , subq_3.metric_time__extract_month + , subq_3.metric_time__extract_day + , subq_3.metric_time__extract_dow + , subq_3.metric_time__extract_doy + , subq_3.listing + , subq_3.guest + , subq_3.host + , subq_3.booking__listing + , subq_3.booking__guest + , subq_3.booking__host + , subq_3.is_instant + , subq_3.booking__is_instant + , subq_3.bookings + , subq_3.instant_bookings + , subq_3.booking_value + , subq_3.max_booking_value + , subq_3.min_booking_value + , subq_3.bookers + , subq_3.average_booking_value + , subq_3.referred_bookings + , subq_3.median_booking_value + , subq_3.booking_value_p99 + , subq_3.discrete_booking_value_p99 + , subq_3.approximate_continuous_booking_value_p99 + , subq_3.approximate_discrete_booking_value_p99 FROM ( - -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' 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 + subq_2.ds__day + , subq_2.ds__week + , subq_2.ds__month + , subq_2.ds__quarter + , subq_2.ds__year + , subq_2.ds__extract_year + , subq_2.ds__extract_quarter + , subq_2.ds__extract_month + , subq_2.ds__extract_day + , subq_2.ds__extract_dow + , subq_2.ds__extract_doy + , subq_2.ds_partitioned__day + , subq_2.ds_partitioned__week + , subq_2.ds_partitioned__month + , subq_2.ds_partitioned__quarter + , subq_2.ds_partitioned__year + , subq_2.ds_partitioned__extract_year + , subq_2.ds_partitioned__extract_quarter + , subq_2.ds_partitioned__extract_month + , subq_2.ds_partitioned__extract_day + , subq_2.ds_partitioned__extract_dow + , subq_2.ds_partitioned__extract_doy + , subq_2.paid_at__day + , subq_2.paid_at__week + , subq_2.paid_at__month + , subq_2.paid_at__quarter + , subq_2.paid_at__year + , subq_2.paid_at__extract_year + , subq_2.paid_at__extract_quarter + , subq_2.paid_at__extract_month + , subq_2.paid_at__extract_day + , subq_2.paid_at__extract_dow + , subq_2.paid_at__extract_doy + , subq_2.booking__ds__day + , subq_2.booking__ds__week + , subq_2.booking__ds__month + , subq_2.booking__ds__quarter + , subq_2.booking__ds__year + , subq_2.booking__ds__extract_year + , subq_2.booking__ds__extract_quarter + , subq_2.booking__ds__extract_month + , subq_2.booking__ds__extract_day + , subq_2.booking__ds__extract_dow + , subq_2.booking__ds__extract_doy + , subq_2.booking__ds_partitioned__day + , subq_2.booking__ds_partitioned__week + , subq_2.booking__ds_partitioned__month + , subq_2.booking__ds_partitioned__quarter + , subq_2.booking__ds_partitioned__year + , subq_2.booking__ds_partitioned__extract_year + , subq_2.booking__ds_partitioned__extract_quarter + , subq_2.booking__ds_partitioned__extract_month + , subq_2.booking__ds_partitioned__extract_day + , subq_2.booking__ds_partitioned__extract_dow + , subq_2.booking__ds_partitioned__extract_doy + , subq_2.booking__paid_at__day + , subq_2.booking__paid_at__week + , subq_2.booking__paid_at__month + , subq_2.booking__paid_at__quarter + , subq_2.booking__paid_at__year + , subq_2.booking__paid_at__extract_year + , subq_2.booking__paid_at__extract_quarter + , subq_2.booking__paid_at__extract_month + , subq_2.booking__paid_at__extract_day + , subq_2.booking__paid_at__extract_dow + , subq_2.booking__paid_at__extract_doy + , subq_2.ds__day AS metric_time__day + , subq_2.ds__week AS metric_time__week + , subq_2.ds__month AS metric_time__month + , subq_2.ds__quarter AS metric_time__quarter + , subq_2.ds__year AS metric_time__year + , subq_2.ds__extract_year AS metric_time__extract_year + , subq_2.ds__extract_quarter AS metric_time__extract_quarter + , subq_2.ds__extract_month AS metric_time__extract_month + , subq_2.ds__extract_day AS metric_time__extract_day + , subq_2.ds__extract_dow AS metric_time__extract_dow + , subq_2.ds__extract_doy AS metric_time__extract_doy + , subq_2.listing + , subq_2.guest + , subq_2.host + , subq_2.booking__listing + , subq_2.booking__guest + , subq_2.booking__host + , subq_2.is_instant + , subq_2.booking__is_instant + , subq_2.bookings + , subq_2.instant_bookings + , subq_2.booking_value + , subq_2.max_booking_value + , subq_2.min_booking_value + , subq_2.bookers + , subq_2.average_booking_value + , subq_2.referred_bookings + , subq_2.median_booking_value + , subq_2.booking_value_p99 + , subq_2.discrete_booking_value_p99 + , subq_2.approximate_continuous_booking_value_p99 + , subq_2.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_2 + ) subq_3 + WHERE booking__is_instant + ) subq_4 + ) subq_5 WHERE booking__is_instant - ) subq_3 + ) subq_6 GROUP BY - subq_3.metric_time__day - , subq_3.booking__is_instant - ) subq_4 + subq_6.metric_time__day + , subq_6.booking__is_instant + ) subq_7 ON - subq_5.metric_time__day = subq_4.metric_time__day - ) subq_7 + subq_8.metric_time__day = subq_7.metric_time__day + ) subq_10 WHERE booking__is_instant -) subq_8 +) subq_11 diff --git a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql index 476eccde2c..b77531128d 100644 --- a/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql +++ b/tests_metricflow/snapshots/test_time_spine_join_rendering.py/SqlQueryPlan/Trino/test_simple_join_to_time_spine_with_queried_filter__plan0_optimized.sql @@ -12,10 +12,10 @@ FROM ( FROM ( -- Join to Time Spine Dataset SELECT - subq_15.ds AS metric_time__day - , subq_13.booking__is_instant AS booking__is_instant - , subq_13.bookings AS bookings - FROM ***************************.mf_time_spine subq_15 + subq_19.ds AS metric_time__day + , subq_17.booking__is_instant AS booking__is_instant + , subq_17.bookings AS bookings + FROM ***************************.mf_time_spine subq_19 LEFT OUTER JOIN ( -- Constrain Output with WHERE -- Aggregate Measures @@ -24,22 +24,30 @@ FROM ( , booking__is_instant , SUM(bookings) AS bookings FROM ( - -- Read Elements From Semantic Model 'bookings_source' - -- Metric Time Dimension 'ds' + -- Constrain Output with WHERE -- Pass Only Elements: ['bookings', 'booking__is_instant', 'metric_time__day'] SELECT - DATE_TRUNC('day', ds) AS metric_time__day - , is_instant AS booking__is_instant - , 1 AS bookings - FROM ***************************.fct_bookings bookings_source_src_28000 - ) subq_11 + metric_time__day + , booking__is_instant + , bookings + FROM ( + -- Read Elements From Semantic Model 'bookings_source' + -- Metric Time Dimension 'ds' + SELECT + DATE_TRUNC('day', ds) AS metric_time__day + , is_instant AS booking__is_instant + , 1 AS bookings + FROM ***************************.fct_bookings bookings_source_src_28000 + ) subq_13 + WHERE booking__is_instant + ) subq_15 WHERE booking__is_instant GROUP BY metric_time__day , booking__is_instant - ) subq_13 + ) subq_17 ON - subq_15.ds = subq_13.metric_time__day - ) subq_16 + subq_19.ds = subq_17.metric_time__day + ) subq_20 WHERE booking__is_instant -) subq_17 +) subq_21