diff --git a/.changes/unreleased/Fixes-20241212-113611.yaml b/.changes/unreleased/Fixes-20241212-113611.yaml new file mode 100644 index 00000000000..43b207b5f65 --- /dev/null +++ b/.changes/unreleased/Fixes-20241212-113611.yaml @@ -0,0 +1,6 @@ +kind: Fixes +body: Warn about invalid usages of `concurrent_batches` config +time: 2024-12-12T11:36:11.451962-06:00 +custom: + Author: QMalcolm + Issue: "11122" diff --git a/core/dbt/events/core_types.proto b/core/dbt/events/core_types.proto index 817d5623350..386a1348272 100644 --- a/core/dbt/events/core_types.proto +++ b/core/dbt/events/core_types.proto @@ -928,6 +928,18 @@ message MicrobatchModelNoEventTimeInputsMsg { } +// I075 +message InvalidConcurrentBatchesConfig { + int32 num_models = 1; + string adapter_type = 2; +} + +message InvalidConcurrentBatchesConfigMsg { + CoreEventInfo info = 1; + InvalidConcurrentBatchesConfig data = 2; +} + + // M - Deps generation diff --git a/core/dbt/events/core_types_pb2.py 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@@protoc_insertion_point(module_scope) diff --git a/core/dbt/events/types.py b/core/dbt/events/types.py index daad51e7451..a2ae8a4d54b 100644 --- a/core/dbt/events/types.py +++ b/core/dbt/events/types.py @@ -967,6 +967,16 @@ def message(self) -> str: return warning_tag(msg) +class InvalidConcurrentBatchesConfig(WarnLevel): + def code(self) -> str: + return "I075" + + def message(self) -> str: + maybe_plural_count_of_models = pluralize(self.num_models, "microbatch model") + description = f"Found {maybe_plural_count_of_models} with the `concurrent_batches` config set to true, but the {self.adapter_type} adapter does not support running batches concurrently. Batches will be run sequentially." + return line_wrap_message(warning_tag(description)) + + # ======================================================= # M - Deps generation # ======================================================= diff --git a/core/dbt/parser/manifest.py b/core/dbt/parser/manifest.py index 72f328a0bbe..ba42c6637d3 100644 --- a/core/dbt/parser/manifest.py +++ b/core/dbt/parser/manifest.py @@ -17,6 +17,7 @@ import dbt.utils import dbt_common.utils from dbt import plugins +from dbt.adapters.capability import Capability from dbt.adapters.factory import ( get_adapter, get_adapter_package_names, @@ -66,6 +67,7 @@ ArtifactWritten, DeprecatedModel, DeprecatedReference, + InvalidConcurrentBatchesConfig, InvalidDisabledTargetInTestNode, MicrobatchModelNoEventTimeInputs, NodeNotFoundOrDisabled, @@ -510,6 +512,7 @@ def load(self) -> Manifest: self.check_for_model_deprecations() self.check_for_spaces_in_resource_names() self.check_for_microbatch_deprecations() + self.check_forcing_batch_concurrency() return self.manifest @@ -1484,6 +1487,27 @@ def check_valid_microbatch_config(self): if not has_input_with_event_time_config: fire_event(MicrobatchModelNoEventTimeInputs(model_name=node.name)) + def check_forcing_batch_concurrency(self) -> None: + if self.manifest.use_microbatch_batches(project_name=self.root_project.project_name): + adapter = get_adapter(self.root_project) + + if not adapter.supports(Capability.MicrobatchConcurrency): + models_forcing_concurrent_batches = 0 + for node in self.manifest.nodes.values(): + if ( + hasattr(node.config, "concurrent_batches") + and node.config.concurrent_batches is True + ): + models_forcing_concurrent_batches += 1 + + if models_forcing_concurrent_batches > 0: + warn_or_error( + InvalidConcurrentBatchesConfig( + num_models=models_forcing_concurrent_batches, + adapter_type=adapter.type(), + ) + ) + def write_perf_info(self, target_path: str): path = os.path.join(target_path, PERF_INFO_FILE_NAME) write_file(path, json.dumps(self._perf_info, cls=dbt.utils.JSONEncoder, indent=4)) diff --git a/tests/functional/microbatch/test_microbatch.py b/tests/functional/microbatch/test_microbatch.py index c31657d94fc..953b372b226 100644 --- a/tests/functional/microbatch/test_microbatch.py +++ b/tests/functional/microbatch/test_microbatch.py @@ -7,6 +7,7 @@ ArtifactWritten, EndOfRunSummary, GenericExceptionOnRun, + InvalidConcurrentBatchesConfig, JinjaLogDebug, LogBatchResult, LogModelResult, @@ -71,6 +72,11 @@ select * from {{ ref('input_model') }} """ +microbatch_model_force_concurrent_batches_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), concurrent_batches=true) }} +select * from {{ ref('input_model') }} +""" + microbatch_yearly_model_sql = """ {{ config(materialized='incremental', incremental_strategy='microbatch', unique_key='id', event_time='event_time', batch_size='year', begin=modules.datetime.datetime(2020, 1, 1, 0, 0, 0)) }} select * from {{ ref('input_model') }} @@ -1083,3 +1089,42 @@ def test_microbatch( # we had a bug where having only one batch caused a generic exception assert len(generic_exception_catcher.caught_events) == 0 + + +class TestCanSilenceInvalidConcurrentBatchesConfigWarning(BaseMicrobatchTest): + @pytest.fixture(scope="class") + def models(self): + return { + "input_model.sql": input_model_sql, + "microbatch_model.sql": microbatch_model_force_concurrent_batches_sql, + } + + @pytest.fixture + def event_catcher(self) -> EventCatcher: + return EventCatcher(event_to_catch=InvalidConcurrentBatchesConfig) # type: ignore + + def test_microbatch( + self, + project, + event_catcher: EventCatcher, + ) -> None: + # This test works because postgres doesn't support concurrent batch execution + # If the postgres adapter starts supporting concurrent batch execution we'll + # need to start mocking the return value of `adapter.supports()` + + with patch_microbatch_end_time("2020-01-01 13:57:00"): + _ = run_dbt(["run"], callbacks=[event_catcher.catch]) + # We didn't silence the warning, so we get it + assert len(event_catcher.caught_events) == 1 + + # Clear caught events + event_catcher.caught_events = [] + + # Run again with silencing + with patch_microbatch_end_time("2020-01-01 13:57:00"): + _ = run_dbt( + ["run", "--warn-error-options", "{'silence': ['InvalidConcurrentBatchesConfig']}"], + callbacks=[event_catcher.catch], + ) + # Because we silenced the warning, it shouldn't get fired + assert len(event_catcher.caught_events) == 0 diff --git a/tests/unit/parser/test_manifest.py b/tests/unit/parser/test_manifest.py index e01b41ce5b2..e0f83e9208e 100644 --- a/tests/unit/parser/test_manifest.py +++ b/tests/unit/parser/test_manifest.py @@ -1,18 +1,21 @@ from argparse import Namespace +from typing import Optional from unittest.mock import MagicMock, patch import pytest from pytest_mock import MockerFixture +from dbt.adapters.postgres import PostgresAdapter from dbt.artifacts.resources.base import FileHash from dbt.config import RuntimeConfig from dbt.contracts.graph.manifest import Manifest, ManifestStateCheck -from dbt.events.types import UnusedResourceConfigPath +from dbt.events.types import InvalidConcurrentBatchesConfig, UnusedResourceConfigPath from dbt.flags import set_from_args from dbt.parser.manifest import ManifestLoader, _warn_for_unused_resource_config_paths from dbt.parser.read_files import FileDiff from dbt.tracking import User from dbt_common.events.event_manager_client import add_callback_to_manager +from tests.unit.fixtures import model_node from tests.utils import EventCatcher @@ -238,3 +241,58 @@ def test_warn_for_unused_resource_config_paths( else: assert len(catcher.caught_events) == 1 assert f"{resource_type}.{path}" in str(catcher.caught_events[0].data) + + +class TestCheckForcingConcurrentBatches: + @pytest.fixture + @patch("dbt.parser.manifest.ManifestLoader.build_manifest_state_check") + @patch("dbt.parser.manifest.os.path.exists") + @patch("dbt.parser.manifest.open") + def manifest_loader( + self, patched_open, patched_os_exist, patched_state_check + ) -> ManifestLoader: + mock_project = MagicMock(RuntimeConfig) + mock_project.project_target_path = "mock_target_path" + mock_project.project_name = "mock_project_name" + return ManifestLoader(mock_project, {}) + + @pytest.fixture + def event_catcher(self) -> EventCatcher: + return EventCatcher(InvalidConcurrentBatchesConfig) # type: ignore + + @pytest.mark.parametrize( + "adapter_support,concurrent_batches_config,expect_warning", + [ + (False, True, True), + (False, False, False), + (False, None, False), + (True, True, False), + (True, False, False), + (True, None, False), + ], + ) + def test_check_forcing_concurrent_batches( + self, + mocker: MockerFixture, + manifest_loader: ManifestLoader, + postgres_adapter: PostgresAdapter, + event_catcher: EventCatcher, + adapter_support: bool, + concurrent_batches_config: Optional[bool], + expect_warning: bool, + ): + add_callback_to_manager(event_catcher.catch) + model = model_node() + model.config.concurrent_batches = concurrent_batches_config + mocker.patch.object(postgres_adapter, "supports").return_value = adapter_support + mocker.patch("dbt.parser.manifest.get_adapter").return_value = postgres_adapter + mocker.patch.object(manifest_loader.manifest, "use_microbatch_batches").return_value = True + + manifest_loader.manifest.add_node_nofile(model) + manifest_loader.check_forcing_batch_concurrency() + + if expect_warning: + assert len(event_catcher.caught_events) == 1 + assert "Batches will be run sequentially" in event_catcher.caught_events[0].info.msg # type: ignore + else: + assert len(event_catcher.caught_events) == 0 diff --git a/tests/unit/test_events.py b/tests/unit/test_events.py index de078c45494..5fcb328b8ac 100644 --- a/tests/unit/test_events.py +++ b/tests/unit/test_events.py @@ -289,6 +289,7 @@ def test_event_codes(self): core_types.FreshnessConfigProblem(msg=""), core_types.SemanticValidationFailure(msg=""), core_types.MicrobatchModelNoEventTimeInputs(model_name=""), + core_types.InvalidConcurrentBatchesConfig(num_models=1, adapter_type=""), # M - Deps generation ====================== core_types.GitSparseCheckoutSubdirectory(subdir=""), core_types.GitProgressCheckoutRevision(revision=""),