diff --git a/.changes/unreleased/Features-20240621-141635.yaml b/.changes/unreleased/Features-20240621-141635.yaml new file mode 100644 index 00000000000..4e839edb32d --- /dev/null +++ b/.changes/unreleased/Features-20240621-141635.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Warning message for snapshot timestamp data types +time: 2024-06-21T14:16:35.717637-04:00 +custom: + Author: gshank + Issue: "10234" diff --git a/core/dbt/context/exceptions_jinja.py b/core/dbt/context/exceptions_jinja.py index 5c5867d1fca..791a8745859 100644 --- a/core/dbt/context/exceptions_jinja.py +++ b/core/dbt/context/exceptions_jinja.py @@ -8,7 +8,7 @@ RelationWrongTypeError, ) from dbt.adapters.exceptions.cache import CacheInconsistencyError -from dbt.events.types import JinjaLogWarning +from dbt.events.types import JinjaLogWarning, SnapshotTimestampWarning from dbt.exceptions import ( AmbiguousAliasError, AmbiguousCatalogMatchError, @@ -116,6 +116,17 @@ def raise_fail_fast_error(msg, node=None) -> NoReturn: raise FailFastError(msg, node=node) +def warn_snapshot_timestamp_data_types( + snapshot_time_data_type: str, updated_at_data_type: str +) -> None: + warn_or_error( + SnapshotTimestampWarning( + snapshot_time_data_type=snapshot_time_data_type, + updated_at_data_type=updated_at_data_type, + ) + ) + + # Update this when a new function should be added to the # dbt context's `exceptions` key! CONTEXT_EXPORTS = { @@ -141,6 +152,7 @@ def raise_fail_fast_error(msg, node=None) -> NoReturn: raise_contract_error, column_type_missing, raise_fail_fast_error, + warn_snapshot_timestamp_data_types, ] } diff --git a/core/dbt/events/core_types.proto b/core/dbt/events/core_types.proto index c03cec43cdc..ed748dc1e44 100644 --- a/core/dbt/events/core_types.proto +++ b/core/dbt/events/core_types.proto @@ -1610,6 +1610,17 @@ message CompiledNodeMsg { CompiledNode data = 2; } +// Q043 +message SnapshotTimestampWarning { + string snapshot_time_data_type = 1; + string updated_at_data_type = 2; +} + +message SnapshotTimestampWarningMsg { + CoreEventInfo info = 1; + SnapshotTimestampWarning data = 2; +} + // W - Node testing // Skipped W001 diff --git a/core/dbt/events/core_types_pb2.py b/core/dbt/events/core_types_pb2.py index a0207b102e6..74c3befb20f 100644 --- a/core/dbt/events/core_types_pb2.py +++ b/core/dbt/events/core_types_pb2.py @@ -16,7 +16,7 @@ from google.protobuf import struct_pb2 as 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_globals['_LISTCMDOUT']._serialized_end=34765 + _globals['_LISTCMDOUTMSG']._serialized_start=34767 + _globals['_LISTCMDOUTMSG']._serialized_end=34863 + _globals['_RESOURCEREPORT']._serialized_start=34866 + _globals['_RESOURCEREPORT']._serialized_end=35102 + _globals['_RESOURCEREPORTMSG']._serialized_start=35104 + _globals['_RESOURCEREPORTMSG']._serialized_end=35208 # @@protoc_insertion_point(module_scope) diff --git a/core/dbt/events/types.py b/core/dbt/events/types.py index a3ee3cc66e5..0d125e781b6 100644 --- a/core/dbt/events/types.py +++ b/core/dbt/events/types.py @@ -1614,6 +1614,18 @@ def message(self) -> str: return f"Compiled node '{self.node_name}' is:\n{self.compiled}" +class SnapshotTimestampWarning(WarnLevel): + def code(self) -> str: + return "Q043" + + def message(self) -> str: + return ( + f"Data type of snapshot table timestamp columns ({self.snapshot_time_data_type}) " + f"doesn't match derived column 'updated_at' ({self.updated_at_data_type}). " + "Please update snapshot config 'updated_at'." + ) + + # ======================================================= # W - Node testing # ======================================================= diff --git a/tests/functional/snapshots/test_snapshot_timestamps.py b/tests/functional/snapshots/test_snapshot_timestamps.py new file mode 100644 index 00000000000..a0faa6d06a1 --- /dev/null +++ b/tests/functional/snapshots/test_snapshot_timestamps.py @@ -0,0 +1,72 @@ +import pytest + +from dbt.tests.util import run_dbt, run_dbt_and_capture + +create_source_sql = """ +create table {database}.{schema}.source_users ( + id INTEGER, + first_name VARCHAR(50), + last_name VARCHAR(50), + email VARCHAR(50), + gender VARCHAR(50), + ip_address VARCHAR(20), + updated_time TIMESTAMP WITH TIME ZONE +); +insert into {database}.{schema}.source_users (id, first_name, last_name, email, gender, ip_address, updated_time) values +(1, 'Judith', 'Kennedy', '(not provided)', 'Female', '54.60.24.128', '2015-12-24 12:19:28'), +(2, 'Arthur', 'Kelly', '(not provided)', 'Male', '62.56.24.215', '2015-10-28 16:22:15'), +(3, 'Rachel', 'Moreno', 'rmoreno2@msu.edu', 'Female', '31.222.249.23', '2016-04-05 02:05:30'); +""" + +model_users_sql = """ +select * from {{ source('test_source', 'source_users') }} +""" + +snapshot_sql = """ +{% snapshot users_snapshot %} + +select * from {{ ref('users') }} + +{% endsnapshot %} +""" + +source_schema_yml = """ +sources: + - name: test_source + loader: custom + schema: "{{ target.schema }}" + tables: + - name: source_users + loaded_at_field: updated_time +""" + +snapshot_schema_yml = """ +snapshots: + - name: users_snapshot + config: + target_schema: "{{ target.schema }}" + strategy: timestamp + unique_key: id + updated_at: updated_time +""" + + +class TestSnapshotConfig: + @pytest.fixture(scope="class") + def models(self): + return { + "users.sql": model_users_sql, + "source_schema.yml": source_schema_yml, + "snapshot_schema.yml": snapshot_schema_yml, + } + + @pytest.fixture(scope="class") + def snapshots(self): + return {"snapshot.sql": snapshot_sql} + + def test_timestamp_snapshot(self, project): + project.run_sql(create_source_sql) + run_dbt(["run"]) + results, log_output = run_dbt_and_capture(["snapshot"]) + assert len(results) == 1 + assert "Please update snapshot config" in log_output diff --git a/tests/unit/test_events.py b/tests/unit/test_events.py index ed4ebfeac61..17e2e2d90f8 100644 --- a/tests/unit/test_events.py +++ b/tests/unit/test_events.py @@ -412,6 +412,9 @@ def test_event_codes(self): core_types.CompiledNode( node_name="", compiled="", is_inline=True, unique_id="model.test.my_model" ), + core_types.SnapshotTimestampWarning( + snapshot_time_data_type="DATETIME", updated_at_data_type="DATETIMEZ" + ), # W - Node testing ====================== core_types.CatchableExceptionOnRun(exc=""), core_types.InternalErrorOnRun(build_path="", exc=""),