From 2845b0ae4271bc8894b2e0b279b70e05a7710176 Mon Sep 17 00:00:00 2001 From: Michelle Ark Date: Mon, 28 Oct 2024 17:27:27 -0400 Subject: [PATCH 1/3] raise MicrobatchModelNoEventTimeInputs warning when no microbatch input has event_time config --- core/dbt/events/core_types.proto | 11 + core/dbt/events/core_types_pb2.py | 866 +++++++++--------- core/dbt/events/types.py | 13 + core/dbt/parser/manifest.py | 15 +- .../functional/microbatch/test_microbatch.py | 12 +- 5 files changed, 478 insertions(+), 439 deletions(-) diff --git a/core/dbt/events/core_types.proto b/core/dbt/events/core_types.proto index 1518de8cf17..25c0f048aec 100644 --- a/core/dbt/events/core_types.proto +++ b/core/dbt/events/core_types.proto @@ -893,6 +893,17 @@ message FreshnessConfigProblemMsg { } +// I074 +message MicrobatchModelNoEventTimeInputs { + string model_name = 1; +} + +message MicrobatchModelNoEventTimeInputsMsg { + CoreEventInfo info = 1; + MicrobatchModelNoEventTimeInputs data = 2; +} + + // M - Deps 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@@protoc_insertion_point(module_scope) diff --git a/core/dbt/events/types.py b/core/dbt/events/types.py index d5b6256a4f6..87b952fc492 100644 --- a/core/dbt/events/types.py +++ b/core/dbt/events/types.py @@ -924,6 +924,19 @@ def message(self) -> str: return self.msg +class MicrobatchModelNoEventTimeInputs(WarnLevel): + def code(self) -> str: + return "I074" + + def message(self) -> str: + msg = ( + f"The microbatch model '{self.model_name}' has no 'ref' or 'source' input with an 'event_time' configuration. " + "This can result in unexpected duplicate records in the resulting microbatch model." + ) + + return warning_tag(msg) + + # ======================================================= # M - Deps generation # ======================================================= diff --git a/core/dbt/parser/manifest.py b/core/dbt/parser/manifest.py index d5fbef59a6e..5dde362e967 100644 --- a/core/dbt/parser/manifest.py +++ b/core/dbt/parser/manifest.py @@ -66,6 +66,7 @@ DeprecatedModel, DeprecatedReference, InvalidDisabledTargetInTestNode, + MicrobatchModelNoEventTimeInputs, NodeNotFoundOrDisabled, ParsedFileLoadFailed, ParsePerfInfoPath, @@ -1442,13 +1443,19 @@ def check_valid_microbatch_config(self): ) # Validate upstream node event_time (if configured) + has_input_with_event_time_config = False for input_unique_id in node.depends_on.nodes: input_node = self.manifest.expect(unique_id=input_unique_id) input_event_time = input_node.config.event_time - if input_event_time and not isinstance(input_event_time, str): - raise dbt.exceptions.ParsingError( - f"Microbatch model '{node.name}' depends on an input node '{input_node.name}' with an 'event_time' config of invalid (non-string) type: {type(input_event_time)}." - ) + if input_event_time: + if not isinstance(input_event_time, str): + raise dbt.exceptions.ParsingError( + f"Microbatch model '{node.name}' depends on an input node '{input_node.name}' with an 'event_time' config of invalid (non-string) type: {type(input_event_time)}." + ) + has_input_with_event_time_config = True + + if not has_input_with_event_time_config: + fire_event(MicrobatchModelNoEventTimeInputs(model_name=node.name)) def write_perf_info(self, target_path: str): path = os.path.join(target_path, PERF_INFO_FILE_NAME) diff --git a/tests/functional/microbatch/test_microbatch.py b/tests/functional/microbatch/test_microbatch.py index 02c6976c848..8a690f9c064 100644 --- a/tests/functional/microbatch/test_microbatch.py +++ b/tests/functional/microbatch/test_microbatch.py @@ -5,7 +5,7 @@ import pytest import pytz -from dbt.events.types import LogModelResult +from dbt.events.types import LogModelResult, MicrobatchModelNoEventTimeInputs from dbt.tests.util import ( get_artifact, patch_microbatch_end_time, @@ -47,7 +47,6 @@ select * from {{ ref('microbatch_model') }} """ - microbatch_model_ref_render_sql = """ {{ config(materialized='incremental', incremental_strategy='microbatch', unique_key='id', event_time='event_time', batch_size='day', begin=modules.datetime.datetime(2020, 1, 1, 0, 0, 0)) }} select * from {{ ref('input_model').render() }} @@ -290,9 +289,11 @@ def test_run_with_event_time(self, project): run_dbt(["seed"]) # initial run -- backfills all data + catcher = EventCatcher(event_to_catch=MicrobatchModelNoEventTimeInputs) with patch_microbatch_end_time("2020-01-03 13:57:00"): - run_dbt(["run"]) + run_dbt(["run"], callbacks=[catcher.catch]) self.assert_row_count(project, "microbatch_model", 3) + assert len(catcher.caught_events) == 0 # our partition grain is "day" so running the same day without new data should produce the same results with patch_microbatch_end_time("2020-01-03 14:57:00"): @@ -334,10 +335,13 @@ def models(self): @mock.patch.dict(os.environ, {"DBT_EXPERIMENTAL_MICROBATCH": "True"}) def test_run_with_event_time(self, project): + catcher = EventCatcher(event_to_catch=MicrobatchModelNoEventTimeInputs) + # initial run -- backfills all data with patch_microbatch_end_time("2020-01-03 13:57:00"): - run_dbt(["run"]) + run_dbt(["run"], callbacks=[catcher.catch]) self.assert_row_count(project, "microbatch_model", 3) + assert len(catcher.caught_events) == 1 # our partition grain is "day" so running the same day without new data should produce the same results with patch_microbatch_end_time("2020-01-03 14:57:00"): From 6e589560d33796b6d4b0b237a037b6138e7e8f7d Mon Sep 17 00:00:00 2001 From: Michelle Ark Date: Mon, 28 Oct 2024 17:34:24 -0400 Subject: [PATCH 2/3] changelog entry --- .changes/unreleased/Features-20241028-173419.yaml | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 .changes/unreleased/Features-20241028-173419.yaml diff --git a/.changes/unreleased/Features-20241028-173419.yaml b/.changes/unreleased/Features-20241028-173419.yaml new file mode 100644 index 00000000000..eaf233822c7 --- /dev/null +++ b/.changes/unreleased/Features-20241028-173419.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Emit warning when microbatch model has no input with `event_time` config +time: 2024-10-28T17:34:19.195209-04:00 +custom: + Author: michelleark + Issue: "10926" From 7601b3d1d9221fa62a104bc92fdacf30ae8dc05d Mon Sep 17 00:00:00 2001 From: Michelle Ark Date: Mon, 28 Oct 2024 22:19:51 -0400 Subject: [PATCH 3/3] better error message + test --- core/dbt/events/types.py | 2 +- tests/unit/test_events.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/core/dbt/events/types.py b/core/dbt/events/types.py index 87b952fc492..6274ee72326 100644 --- a/core/dbt/events/types.py +++ b/core/dbt/events/types.py @@ -931,7 +931,7 @@ def code(self) -> str: def message(self) -> str: msg = ( f"The microbatch model '{self.model_name}' has no 'ref' or 'source' input with an 'event_time' configuration. " - "This can result in unexpected duplicate records in the resulting microbatch model." + "\nThis means no filtering can be applied and can result in unexpected duplicate records in the resulting microbatch model." ) return warning_tag(msg) diff --git a/tests/unit/test_events.py b/tests/unit/test_events.py index f6ac66f0034..c713221e80e 100644 --- a/tests/unit/test_events.py +++ b/tests/unit/test_events.py @@ -286,6 +286,7 @@ def test_event_codes(self): core_types.WarnStateTargetEqual(state_path=""), core_types.FreshnessConfigProblem(msg=""), core_types.SemanticValidationFailure(msg=""), + core_types.MicrobatchModelNoEventTimeInputs(model_name=""), # M - Deps generation ====================== core_types.GitSparseCheckoutSubdirectory(subdir=""), core_types.GitProgressCheckoutRevision(revision=""),