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Integration test cases
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@courtneyholcomb
courtneyholcomb committed Oct 31, 2023
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179 changes: 179 additions & 0 deletions metricflow/test/integration/test_cases/itest_metrics.yaml
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Expand Up @@ -1127,3 +1127,182 @@ integration_test:
, {{ render_extract("ds", DatePart.DOW) }} AS metric_time__extract_dow
FROM {{ source_schema }}.fct_bookings
GROUP BY {{ render_extract("ds", DatePart.DOW) }};
---
integration_test:
name: simple_fill_nulls_with_0_metric_time
description: Test a simple query that joins to time spine and fills nulls
model: SIMPLE_MODEL
metrics: ["bookings_fill_0"]
group_by_objs: [{"name": "metric_time"}]
check_query: |
SELECT
subq_5.ds AS metric_time__day
, COALESCE(subq_3.bookings, 0) AS bookings_fill_0
FROM {{ source_schema }}.mf_time_spine subq_5
LEFT OUTER JOIN (
SELECT
DATE_TRUNC('day', ds) AS metric_time__day
, SUM(1) AS bookings
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
GROUP BY metric_time__day
) subq_3
ON subq_5.ds = subq_3.metric_time__day
---
integration_test:
name: simple_fill_nulls_with_0_month
description: Test a simple query that joins to time spine and fills nulls, with non-default granularity
model: SIMPLE_MODEL
metrics: ["bookings_fill_0"]
group_by_objs: [{"name": "metric_time", "grain": "month"}]
check_query: |
SELECT
subq_4.metric_time__month AS metric_time__month
, COALESCE(subq_3.bookings, 0) AS bookings_fill_0
FROM (
SELECT
DATE_TRUNC('month', ds) AS metric_time__month
FROM {{ source_schema }}.mf_time_spine subq_5
GROUP BY metric_time__month
) subq_4
LEFT OUTER JOIN (
SELECT
DATE_TRUNC('month', ds) AS metric_time__month
, SUM(1) AS bookings
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
GROUP BY metric_time__month
) subq_3
ON subq_4.metric_time__month = subq_3.metric_time__month
---
integration_test:
name: simple_fill_0_with_non_metric_time
description: Test simple query that fills nulls but doesn't join to time spine (non-metric time dimension)
model: SIMPLE_MODEL
metrics: ["bookings_fill_0"]
group_by_objs: [{"name": "booking__paid_at"}]
check_query: |
SELECT
DATE_TRUNC('day', paid_at) AS booking__paid_at__day
, COALESCE(SUM(1), 0) AS bookings_fill_0
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
GROUP BY
booking__paid_at__day
---
integration_test:
name: simple_fill_0_with_categorical_dimension
description: Test simple query that fills nulls but doesn't join to time spine (categorical dimension)
model: SIMPLE_MODEL
metrics: ["bookings_fill_0"]
group_by_objs: [{"name": "booking__is_instant"}]
check_query: |
SELECT
is_instant AS booking__is_instant
, COALESCE(SUM(1), 0) AS bookings_fill_0
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
GROUP BY booking__is_instant
---
integration_test:
name: simple_join_to_time_spine
description: Test a simple metric that joins to time spine, but doesn't fill nulls
model: SIMPLE_MODEL
metrics: ["bookings_join_to_time_spine"]
group_by_objs: [{"name": "metric_time"}]
check_query: |
SELECT
subq_5.ds AS metric_time__day
, subq_3.bookings AS bookings_join_to_time_spine
FROM {{ source_schema }}.mf_time_spine subq_5
LEFT JOIN (
SELECT
DATE_TRUNC('day', ds) AS metric_time__day
, SUM(1) AS bookings
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
GROUP BY
metric_time__day
) subq_3
ON
subq_5.ds = subq_3.metric_time__day
---
integration_test:
name: simple_fill_nulls_without_time_spine
description: Test a simple query that fills nulls, but doesn't join to time spine (even for metric time)
model: SIMPLE_MODEL
metrics: ["bookings_fill_0_without_time_spine"]
group_by_objs: [{"name": "metric_time"}]
check_query: |
SELECT
DATE_TRUNC('day', ds) AS metric_time__day
, COALESCE(SUM(1), 0) AS bookings_fill_0_without_time_spine
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
GROUP BY metric_time__day
---
integration_test:
name: cumulative_fill_nulls
description: Test a cumulative metric that fills nulls
model: SIMPLE_MODEL
metrics: ["every_two_days_bookers_fill_0"]
group_by_objs: [{"name": "metric_time"}]
check_query: |
SELECT
subq_8.ds AS metric_time__day
, COALESCE(subq_6.bookers, 0) AS every_two_days_bookers_fill_0
FROM {{ source_schema }}.mf_time_spine subq_8
LEFT JOIN (
SELECT
subq_3.ds AS metric_time__day
, COUNT(DISTINCT bookings_source_src_1.guest_id) AS bookers
FROM {{ source_schema }}.mf_time_spine subq_3
INNER JOIN
{{ source_schema }}.fct_bookings bookings_source_src_1
ON (DATE_TRUNC('day', bookings_source_src_1.ds) <= subq_3.ds)
AND (DATE_TRUNC('day', bookings_source_src_1.ds) > subq_3.ds - INTERVAL 2 day)
GROUP BY
subq_3.ds
) subq_6
ON subq_8.ds = subq_6.metric_time__day
---
integration_test:
name: derived_fill_nulls_for_one_input_metric
description: Test a derived metric that fills nulls on one input metric but not the other
model: SIMPLE_MODEL
metrics: ["bookings_growth_2_weeks_fill_0_for_non_offset"]
group_by_objs: [{"name": "metric_time"}]
check_query: |
SELECT
metric_time__day
, bookings_fill_0 - bookings_2_weeks_ago AS bookings_growth_2_weeks_fill_0_for_non_offset
FROM (
SELECT
subq_7.metric_time__day
, subq_7.bookings_fill_0 AS bookings_fill_0
, subq_15.bookings_2_weeks_ago AS bookings_2_weeks_ago
FROM (
SELECT
subq_5.ds AS metric_time__day
, COALESCE(subq_3.bookings, 0) AS bookings_fill_0
FROM {{ source_schema }}.mf_time_spine subq_5
LEFT JOIN (
SELECT
DATE_TRUNC('day', ds) AS metric_time__day
, SUM(1) AS bookings
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
GROUP BY
metric_time__day
) subq_3
ON subq_5.ds = subq_3.metric_time__day
) subq_7
INNER JOIN (
SELECT
subq_11.ds AS metric_time__day
, SUM(subq_9.bookings) AS bookings_2_weeks_ago
FROM {{ source_schema }}.mf_time_spine subq_11
INNER JOIN (
SELECT
DATE_TRUNC('day', ds) AS metric_time__day
, 1 AS bookings
FROM {{ source_schema }}.fct_bookings bookings_source_src_1
) subq_9
ON subq_11.ds - INTERVAL 14 day = subq_9.metric_time__day
GROUP BY subq_11.ds
) subq_15
ON subq_7.metric_time__day = subq_15.metric_time__day
) subq_16

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