From db4f445b122cc4bb18129b2d6ef3d52709567ccc Mon Sep 17 00:00:00 2001 From: rudolfix Date: Tue, 24 Sep 2024 13:07:08 +0200 Subject: [PATCH] Allows any duckdb version, fixes databricks az credentials (#1854) * allows for any duckdb version >= 0.9 * warns if parent_key is used without parent table * allows principal az crednetials with named databrick credential * makes AssertError terminal in load --- dlt/common/destination/reference.py | 9 +- .../impl/databricks/databricks.py | 15 +- dlt/load/load.py | 3 +- dlt/normalize/validate.py | 16 +- poetry.lock | 199 +++++------------- pyproject.toml | 2 +- tests/destinations/test_custom_destination.py | 7 +- .../dbt_tests/test_runner_dbt_versions.py | 4 +- .../load/pipeline/test_databricks_pipeline.py | 8 +- 9 files changed, 96 insertions(+), 167 deletions(-) diff --git a/dlt/common/destination/reference.py b/dlt/common/destination/reference.py index f0d950f0e9..527b9419e8 100644 --- a/dlt/common/destination/reference.py +++ b/dlt/common/destination/reference.py @@ -27,14 +27,12 @@ from dlt.common.configuration.specs.base_configuration import extract_inner_hint from dlt.common.destination.typing import PreparedTableSchema from dlt.common.destination.utils import verify_schema_capabilities, verify_supported_data_types -from dlt.common.exceptions import TerminalValueError +from dlt.common.exceptions import TerminalException from dlt.common.metrics import LoadJobMetrics from dlt.common.normalizers.naming import NamingConvention from dlt.common.schema import Schema, TSchemaTables from dlt.common.schema.typing import ( C_DLT_LOAD_ID, - _TTableSchemaBase, - TWriteDisposition, TLoaderReplaceStrategy, ) from dlt.common.schema.utils import fill_hints_from_parent_and_clone_table @@ -46,7 +44,6 @@ UnknownDestinationModule, DestinationSchemaTampered, DestinationTransientException, - DestinationTerminalException, ) from dlt.common.schema.exceptions import UnknownTableException from dlt.common.storages import FileStorage @@ -357,7 +354,7 @@ def __init__(self, file_path: str) -> None: # ensure file name super().__init__(file_path) self._state: TLoadJobState = "ready" - self._exception: Exception = None + self._exception: BaseException = None # variables needed by most jobs, set by the loader in set_run_vars self._schema: Schema = None @@ -396,7 +393,7 @@ def run_managed( self._job_client.prepare_load_job_execution(self) self.run() self._state = "completed" - except (DestinationTerminalException, TerminalValueError) as e: + except (TerminalException, AssertionError) as e: self._state = "failed" self._exception = e logger.exception(f"Terminal exception in job {self.job_id()} in file {self._file_path}") diff --git a/dlt/destinations/impl/databricks/databricks.py b/dlt/destinations/impl/databricks/databricks.py index 2cdff8a82c..54d37f8c08 100644 --- a/dlt/destinations/impl/databricks/databricks.py +++ b/dlt/destinations/impl/databricks/databricks.py @@ -2,6 +2,9 @@ from urllib.parse import urlparse, urlunparse from dlt import config +from dlt.common.configuration.specs.azure_credentials import ( + AzureServicePrincipalCredentialsWithoutDefaults, +) from dlt.common.destination import DestinationCapabilitiesContext from dlt.common.destination.reference import ( HasFollowupJobs, @@ -95,7 +98,9 @@ def run(self) -> None: )) """ elif bucket_scheme in AZURE_BLOB_STORAGE_PROTOCOLS: - assert isinstance(staging_credentials, AzureCredentialsWithoutDefaults) + assert isinstance( + staging_credentials, AzureCredentialsWithoutDefaults + ), "AzureCredentialsWithoutDefaults required to pass explicit credential" # Explicit azure credentials are needed to load from bucket without a named stage credentials_clause = f"""WITH(CREDENTIAL(AZURE_SAS_TOKEN='{staging_credentials.azure_storage_sas_token}'))""" bucket_path = self.ensure_databricks_abfss_url( @@ -103,7 +108,13 @@ def run(self) -> None: ) if bucket_scheme in AZURE_BLOB_STORAGE_PROTOCOLS: - assert isinstance(staging_credentials, AzureCredentialsWithoutDefaults) + assert isinstance( + staging_credentials, + ( + AzureCredentialsWithoutDefaults, + AzureServicePrincipalCredentialsWithoutDefaults, + ), + ) bucket_path = self.ensure_databricks_abfss_url( bucket_path, staging_credentials.azure_storage_account_name ) diff --git a/dlt/load/load.py b/dlt/load/load.py index 3b231f8fa9..73117e5499 100644 --- a/dlt/load/load.py +++ b/dlt/load/load.py @@ -5,6 +5,7 @@ import os from dlt.common import logger +from dlt.common.exceptions import TerminalException from dlt.common.metrics import LoadJobMetrics from dlt.common.runtime.signals import sleep from dlt.common.configuration import with_config, known_sections @@ -197,7 +198,7 @@ def submit_job( " extension could not be associated with job type and that indicates an error" " in the code." ) - except DestinationTerminalException: + except (TerminalException, AssertionError): job = FinalizedLoadJobWithFollowupJobs.from_file_path( file_path, "failed", pretty_format_exception() ) diff --git a/dlt/normalize/validate.py b/dlt/normalize/validate.py index d680b5bddd..648deb5da9 100644 --- a/dlt/normalize/validate.py +++ b/dlt/normalize/validate.py @@ -1,7 +1,11 @@ from dlt.common.destination.capabilities import DestinationCapabilitiesContext from dlt.common.schema import Schema from dlt.common.schema.typing import TTableSchema -from dlt.common.schema.utils import find_incomplete_columns +from dlt.common.schema.utils import ( + find_incomplete_columns, + get_first_column_name_with_prop, + is_nested_table, +) from dlt.common.schema.exceptions import UnboundColumnException from dlt.common import logger @@ -41,3 +45,13 @@ def verify_normalized_table( f"`{table['table_format']}` for table `{table['name']}`. " "The setting will probably be ignored." ) + + parent_key = get_first_column_name_with_prop(table, "parent_key") + if parent_key and not is_nested_table(table): + logger.warning( + f"Table {table['name']} has parent_key on column {parent_key} but no corresponding" + " `parent` table hint to refer to parent table.Such table is not considered a nested" + " table and relational normalizer will not generate linking data. The most probable" + " cause is manual modification of the dtl schema for the table. The most probable" + f" outcome will be NULL violation during the load process on {parent_key}." + ) diff --git a/poetry.lock b/poetry.lock index a8a57f24d2..12c0d75d1e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. 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diff --git a/tests/destinations/test_custom_destination.py b/tests/destinations/test_custom_destination.py index 476e2f1b03..030362f80e 100644 --- a/tests/destinations/test_custom_destination.py +++ b/tests/destinations/test_custom_destination.py @@ -12,7 +12,10 @@ from dlt.common.schema import TTableSchema from dlt.common.data_writers.writers import TLoaderFileFormat from dlt.common.destination.reference import Destination -from dlt.common.destination.exceptions import InvalidDestinationReference +from dlt.common.destination.exceptions import ( + DestinationTransientException, + InvalidDestinationReference, +) from dlt.common.configuration.exceptions import ConfigFieldMissingException, ConfigurationValueError from dlt.common.configuration.specs import ConnectionStringCredentials from dlt.common.configuration.inject import get_fun_spec @@ -278,7 +281,7 @@ def test_sink(items: TDataItems, table: TTableSchema) -> None: if table_name in provoke_error: for item in items: if provoke_error[table_name] == item["id"]: - raise AssertionError("Oh no!") + raise DestinationTransientException("Oh no!") calls.setdefault(table_name, []).append(items) diff --git a/tests/helpers/dbt_tests/test_runner_dbt_versions.py b/tests/helpers/dbt_tests/test_runner_dbt_versions.py index a82345d732..1b5874ede1 100644 --- a/tests/helpers/dbt_tests/test_runner_dbt_versions.py +++ b/tests/helpers/dbt_tests/test_runner_dbt_versions.py @@ -79,10 +79,10 @@ def test_infer_venv_deps() -> None: # provide version ranges requirements = _create_dbt_deps(["duckdb"], dbt_version=">3") # special duckdb dependency - assert requirements[:-1] == ["dbt-core>3", "dbt-duckdb", "duckdb==0.10.3"] + assert requirements[:-1] == ["dbt-core>3", "dbt-duckdb", "duckdb==1.1.0"] # we do not validate version ranges, pip will do it and fail when creating venv requirements = _create_dbt_deps(["motherduck"], dbt_version="y") - assert requirements[:-1] == ["dbt-corey", "dbt-duckdb", "duckdb==0.10.3"] + assert requirements[:-1] == ["dbt-corey", "dbt-duckdb", "duckdb==1.1.0"] def test_default_profile_name() -> None: diff --git a/tests/load/pipeline/test_databricks_pipeline.py b/tests/load/pipeline/test_databricks_pipeline.py index 9d152bb099..2225d0001c 100644 --- a/tests/load/pipeline/test_databricks_pipeline.py +++ b/tests/load/pipeline/test_databricks_pipeline.py @@ -62,7 +62,7 @@ def test_databricks_external_location(destination_config: DestinationTestConfigu in pipeline.list_failed_jobs_in_package(info.loads_ids[0])[0].failed_message ) - # should fail on non existing stored credentials + # # should fail on non existing stored credentials bricks = databricks(is_staging_external_location=False, staging_credentials_name="CREDENTIAL_X") pipeline = destination_config.setup_pipeline( "test_databricks_external_location", @@ -78,8 +78,12 @@ def test_databricks_external_location(destination_config: DestinationTestConfigu # should fail on non existing stored credentials # auto stage with regular az:// used + principal_az_stage = filesystem(destination_name="fsazureprincipal") pipeline = destination_config.setup_pipeline( - "test_databricks_external_location", dataset_name=dataset_name, destination=bricks + "test_databricks_external_location", + dataset_name=dataset_name, + destination=bricks, + staging=principal_az_stage, ) info = pipeline.run([1, 2, 3], table_name="digits", **destination_config.run_kwargs) assert info.has_failed_jobs is True