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Restore ability to utilize updated_at for check_cols snapshots (dbt…
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…-labs#5077)

* Restore ability to configure and utilize `updated_at` for snapshots using the check_cols strategy

* Changelog entry

* Optional comparison of column names starting with `dbt_`

* Functional test for check cols snapshots using `updated_at`

* Comments to explain the test implementation
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dbeatty10 authored and Axel Goblet committed May 20, 2022
1 parent afe877b commit 0d13f2b
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7 changes: 7 additions & 0 deletions .changes/unreleased/Fixes-20220415-112927.yaml
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kind: Fixes
body: Restore ability to utilize `updated_at` for check_cols snapshots
time: 2022-04-15T11:29:27.063462-06:00
custom:
Author: dbeatty10
Issue: "5076"
PR: "5077"
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Expand Up @@ -132,7 +132,7 @@
{% set check_cols_config = config['check_cols'] %}
{% set primary_key = config['unique_key'] %}
{% set invalidate_hard_deletes = config.get('invalidate_hard_deletes', false) %}
{% set updated_at = snapshot_get_time() %}
{% set updated_at = config.get('updated_at', snapshot_get_time()) %}

{% set column_added = false %}

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11 changes: 7 additions & 4 deletions core/dbt/tests/util.py
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Expand Up @@ -289,13 +289,15 @@ def check_relation_types(adapter, relation_to_type):
# by doing a separate call for each set of tables/relations.
# Wraps check_relations_equal_with_relations by creating relations
# from the list of names passed in.
def check_relations_equal(adapter, relation_names):
def check_relations_equal(adapter, relation_names, compare_snapshot_cols=False):
if len(relation_names) < 2:
raise TestProcessingException(
"Not enough relations to compare",
)
relations = [relation_from_name(adapter, name) for name in relation_names]
return check_relations_equal_with_relations(adapter, relations)
return check_relations_equal_with_relations(
adapter, relations, compare_snapshot_cols=compare_snapshot_cols
)


# This can be used when checking relations in different schemas, by supplying
Expand All @@ -304,16 +306,17 @@ def check_relations_equal(adapter, relation_names):
# adapter.get_columns_in_relation
# adapter.get_rows_different_sql
# adapter.execute
def check_relations_equal_with_relations(adapter, relations):
def check_relations_equal_with_relations(adapter, relations, compare_snapshot_cols=False):

with get_connection(adapter):
basis, compares = relations[0], relations[1:]
# Skip columns starting with "dbt_" because we don't want to
# compare those, since they are time sensitive
# (unless comparing "dbt_" snapshot columns is explicitly enabled)
column_names = [
c.name
for c in adapter.get_columns_in_relation(basis)
if not c.name.lower().startswith("dbt_")
if not c.name.lower().startswith("dbt_") or compare_snapshot_cols
]

for relation in compares:
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import pytest
from dbt.tests.util import run_dbt, check_relations_equal

snapshot_sql = """
{% snapshot snapshot_check_cols_updated_at_actual %}
{{
config(
target_database=database,
target_schema=schema,
unique_key='id',
strategy='check',
check_cols='all',
updated_at="'" ~ var("updated_at") ~ "'::timestamp",
)
}}
{% if var('version') == 1 %}
select 'a' as id, 10 as counter, '2016-01-01T00:00:00Z'::timestamp as timestamp_col union all
select 'b' as id, 20 as counter, '2016-01-01T00:00:00Z'::timestamp as timestamp_col
{% elif var('version') == 2 %}
select 'a' as id, 30 as counter, '2016-01-02T00:00:00Z'::timestamp as timestamp_col union all
select 'b' as id, 20 as counter, '2016-01-01T00:00:00Z'::timestamp as timestamp_col union all
select 'c' as id, 40 as counter, '2016-01-02T00:00:00Z'::timestamp as timestamp_col
{% else %}
select 'a' as id, 30 as counter, '2016-01-02T00:00:00Z'::timestamp as timestamp_col union all
select 'c' as id, 40 as counter, '2016-01-02T00:00:00Z'::timestamp as timestamp_col
{% endif %}
{% endsnapshot %}
"""

expected_csv = """
id,counter,timestamp_col,dbt_scd_id,dbt_updated_at,dbt_valid_from,dbt_valid_to
a,10,2016-01-01 00:00:00.000,927354aa091feffd9437ead0bdae7ae1,2016-07-01 00:00:00.000,2016-07-01 00:00:00.000,2016-07-02 00:00:00.000
b,20,2016-01-01 00:00:00.000,40ace4cbf8629f1720ec8a529ed76f8c,2016-07-01 00:00:00.000,2016-07-01 00:00:00.000,
a,30,2016-01-02 00:00:00.000,e9133f2b302c50e36f43e770944cec9b,2016-07-02 00:00:00.000,2016-07-02 00:00:00.000,
c,40,2016-01-02 00:00:00.000,09d33d35101e788c152f65d0530b6837,2016-07-02 00:00:00.000,2016-07-02 00:00:00.000,
""".lstrip()


@pytest.fixture(scope="class")
def snapshots():
return {"snapshot_check_cols_updated_at_actual.sql": snapshot_sql}


@pytest.fixture(scope="class")
def seeds():
return {"snapshot_check_cols_updated_at_expected.csv": expected_csv}


@pytest.fixture(scope="class")
def project_config_update():
return {
"seeds": {
"quote_columns": False,
"test": {
"snapshot_check_cols_updated_at_expected": {
"+column_types": {
"timestamp_col": "timestamp without time zone",
"dbt_updated_at": "timestamp without time zone",
"dbt_valid_from": "timestamp without time zone",
"dbt_valid_to": "timestamp without time zone",
},
},
},
},
}


def test_simple_snapshot(project):
"""
Test that the `dbt_updated_at` column reflects the `updated_at` timestamp expression in the config.
Approach:
1. Create a table that represents the expected data after a series of snapshots
- Use dbt seed to create the expected relation (`snapshot_check_cols_updated_at_expected`)
2. Execute a series of snapshots to create the data
- Use a series of (3) dbt snapshot commands to create the actual relation (`snapshot_check_cols_updated_at_actual`)
- The logic can switch between 3 different versions of the data (depending on the `version` number)
- The `updated_at` value is passed in via `--vars` and cast to a timestamp in the snapshot config
3. Compare the two relations for equality
"""

# 1. Create a table that represents the expected data after a series of snapshots
results = run_dbt(["seed", "--show", "--vars", "{version: 1, updated_at: 2016-07-01}"])
assert len(results) == 1

# 2. Execute a series of snapshots to create the data

# Snapshot day 1
results = run_dbt(["snapshot", "--vars", "{version: 1, updated_at: 2016-07-01}"])
assert len(results) == 1

# Snapshot day 2
results = run_dbt(["snapshot", "--vars", "{version: 2, updated_at: 2016-07-02}"])
assert len(results) == 1

# Snapshot day 3
results = run_dbt(["snapshot", "--vars", "{version: 3, updated_at: 2016-07-03}"])
assert len(results) == 1

# 3. Compare the two relations for equality
check_relations_equal(
project.adapter,
["snapshot_check_cols_updated_at_actual", "snapshot_check_cols_updated_at_expected"],
compare_snapshot_cols=True,
)

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