From 4b73f7e39ab05c62194ccf3d33bda9f51419495b Mon Sep 17 00:00:00 2001 From: Michael Chouinard <46358556+chouinar@users.noreply.github.com> Date: Fri, 3 May 2024 10:40:51 -0400 Subject: [PATCH] [Issue #1746] Add transformations for assistance listing table (#1875) This is a follow-up to https://github.com/HHS/simpler-grants-gov/pull/1794 - which it builds upon. ## Summary Fixes #1746 ### Time to review: __10 mins__ ## Changes proposed Adds transformation logic for the assistance listing (formerly CFDA) tables. ## Context for reviewers The transformations are pretty uneventful, the only complexity is that the legacy Oracle database doesn't have a foreign key between the `TopportunityCfda` table and the `Topportunity` table and there are ~2300 orphaned cfda records that we wouldn't be able to import, so we additionally need to validate that the opportunity exists when we try to transform the data, and if not, we just mark it as "transformed" and do nothing with it. There is some basic work on relationships between the staging tables + more factories for setting up the data which will be ongoing / @jamesbursa is also looking into. --------- Co-authored-by: nava-platform-bot --- .../transform_oracle_data_task.py | 135 ++++++++++- api/src/db/models/staging/opportunity.py | 12 + .../test_transform_oracle_data_task.py | 226 +++++++++++++++++- api/tests/src/db/models/factories.py | 50 ++++ .../api/database/erds/full-schema.png | Bin 688050 -> 686928 bytes .../api/database/erds/staging-schema.png | Bin 276519 -> 279467 bytes 6 files changed, 415 insertions(+), 8 deletions(-) diff --git a/api/src/data_migration/transformation/transform_oracle_data_task.py b/api/src/data_migration/transformation/transform_oracle_data_task.py index 1d2ec5cd8..05b120f11 100644 --- a/api/src/data_migration/transformation/transform_oracle_data_task.py +++ b/api/src/data_migration/transformation/transform_oracle_data_task.py @@ -8,8 +8,8 @@ from src.adapters import db from src.constants.lookup_constants import OpportunityCategory from src.db.models.base import ApiSchemaTable, TimestampMixin -from src.db.models.opportunity_models import Opportunity -from src.db.models.staging.opportunity import Topportunity +from src.db.models.opportunity_models import Opportunity, OpportunityAssistanceListing +from src.db.models.staging.opportunity import Topportunity, TopportunityCfda from src.db.models.staging.staging_base import StagingBase, StagingParamMixin from src.task.task import Task from src.util import datetime_util @@ -27,6 +27,7 @@ class Metrics(StrEnum): TOTAL_RECORDS_DELETED = "total_records_deleted" TOTAL_RECORDS_INSERTED = "total_records_inserted" TOTAL_RECORDS_UPDATED = "total_records_updated" + TOTAL_RECORDS_ORPHANED = "total_records_orphaned" TOTAL_ERROR_COUNT = "total_error_count" @@ -68,6 +69,27 @@ def fetch( ), ) + def fetch_with_opportunity( + self, source_model: Type[S], destination_model: Type[D], join_clause: Sequence + ) -> list[Tuple[S, D | None, Opportunity | None]]: + # Similar to the above fetch function, but also grabs an opportunity record + # Note that this requires your source_model to have an opportunity_id field defined. + + return cast( + list[Tuple[S, D | None, Opportunity | None]], + self.db_session.execute( + select(source_model, destination_model, Opportunity) + .join(destination_model, *join_clause, isouter=True) + .join( + Opportunity, + source_model.opportunity_id == Opportunity.opportunity_id, # type: ignore[attr-defined] + isouter=True, + ) + .where(source_model.transformed_at.is_(None)) + .execution_options(yield_per=5000) + ), + ) + def process_opportunities(self) -> None: # Fetch all opportunities that were modified # Alongside that, grab the existing opportunity record @@ -121,8 +143,87 @@ def process_opportunity( source_opportunity.transformed_at = self.transform_time def process_assistance_listings(self) -> None: - # TODO - https://github.com/HHS/simpler-grants-gov/issues/1746 - pass + assistance_listings: list[ + Tuple[TopportunityCfda, OpportunityAssistanceListing | None, Opportunity | None] + ] = self.fetch_with_opportunity( + TopportunityCfda, + OpportunityAssistanceListing, + [ + TopportunityCfda.opp_cfda_id + == OpportunityAssistanceListing.opportunity_assistance_listing_id + ], + ) + + for ( + source_assistance_listing, + target_assistance_listing, + opportunity, + ) in assistance_listings: + try: + self.process_assistance_listing( + source_assistance_listing, target_assistance_listing, opportunity + ) + except ValueError: + self.increment(self.Metrics.TOTAL_ERROR_COUNT) + logger.exception( + "Failed to process assistance listing", + extra={ + "opportunity_assistance_listing_id": source_assistance_listing.opp_cfda_id + }, + ) + + def process_assistance_listing( + self, + source_assistance_listing: TopportunityCfda, + target_assistance_listing: OpportunityAssistanceListing | None, + opportunity: Opportunity | None, + ) -> None: + self.increment(self.Metrics.TOTAL_RECORDS_PROCESSED) + extra = { + "opportunity_assistance_listing_id": source_assistance_listing.opp_cfda_id, + "opportunity_id": source_assistance_listing.opportunity_id, + } + logger.info("Processing assistance listing", extra=extra) + + if opportunity is None: + # The Oracle system we're importing these from does not have a foreign key between + # the opportunity ID in the TOPPORTUNITY_CFDA table and the TOPPORTUNITY table. + # There are many (2306 as of writing) orphaned CFDA records, created between 2007 and 2011 + # We don't want to continuously process these, so won't error for these, and will just + # mark them as transformed below. + self.increment(self.Metrics.TOTAL_RECORDS_ORPHANED) + logger.info( + "Assistance listing is orphaned and does not connect to any opportunity", + extra=extra, + ) + + elif source_assistance_listing.is_deleted: + logger.info("Deleting assistance listing", extra=extra) + + if target_assistance_listing is None: + raise ValueError("Cannot delete assistance listing as it does not exist") + + self.increment(self.Metrics.TOTAL_RECORDS_DELETED) + self.db_session.delete(target_assistance_listing) + + else: + # To avoid incrementing metrics for records we fail to transform, record + # here whether it's an insert/update and we'll increment after transforming + is_insert = target_assistance_listing is None + + logger.info("Transforming and upserting assistance listing", extra=extra) + transformed_assistance_listing = transform_assistance_listing( + source_assistance_listing, target_assistance_listing + ) + self.db_session.merge(transformed_assistance_listing) + + if is_insert: + self.increment(self.Metrics.TOTAL_RECORDS_INSERTED) + else: + self.increment(self.Metrics.TOTAL_RECORDS_UPDATED) + + logger.info("Processed assistance listing", extra=extra) + source_assistance_listing.transformed_at = self.transform_time def process_opportunity_summaries(self) -> None: # TODO - https://github.com/HHS/simpler-grants-gov/issues/1747 @@ -187,6 +288,32 @@ def transform_opportunity_category(value: str | None) -> OpportunityCategory | N return OPPORTUNITY_CATEGORY_MAP[value] +def transform_assistance_listing( + source_assistance_listing: TopportunityCfda, + existing_assistance_listing: OpportunityAssistanceListing | None, +) -> OpportunityAssistanceListing: + log_extra = {"opportunity_assistance_listing_id": source_assistance_listing.opp_cfda_id} + + if existing_assistance_listing is None: + logger.info("Creating new assistance listing record", extra=log_extra) + + # We always create a new assistance listing record here and merge it in the calling function + # this way if there is any error doing the transformation, we don't modify the existing one. + target_assistance_listing = OpportunityAssistanceListing( + opportunity_assistance_listing_id=source_assistance_listing.opp_cfda_id, + opportunity_id=source_assistance_listing.opportunity_id, + ) + + target_assistance_listing.assistance_listing_number = source_assistance_listing.cfdanumber + target_assistance_listing.program_title = source_assistance_listing.programtitle + + transform_update_create_timestamp( + source_assistance_listing, target_assistance_listing, log_extra=log_extra + ) + + return target_assistance_listing + + def convert_est_timestamp_to_utc(timestamp: datetime | None) -> datetime | None: if timestamp is None: return None diff --git a/api/src/db/models/staging/opportunity.py b/api/src/db/models/staging/opportunity.py index 5ec200645..7840a71f8 100644 --- a/api/src/db/models/staging/opportunity.py +++ b/api/src/db/models/staging/opportunity.py @@ -1,3 +1,5 @@ +from sqlalchemy.orm import Mapped, relationship + from src.db.legacy_mixin import opportunity_mixin from src.db.models.staging.staging_base import StagingBase, StagingParamMixin @@ -5,6 +7,16 @@ class Topportunity(StagingBase, opportunity_mixin.TopportunityMixin, StagingParamMixin): __tablename__ = "topportunity" + cfdas: Mapped[list["TopportunityCfda"]] = relationship( + primaryjoin="Topportunity.opportunity_id == foreign(TopportunityCfda.opportunity_id)", + uselist=True, + ) + class TopportunityCfda(StagingBase, opportunity_mixin.TopportunityCfdaMixin, StagingParamMixin): __tablename__ = "topportunity_cfda" + + opportunity: Mapped[Topportunity | None] = relationship( + primaryjoin="TopportunityCfda.opportunity_id == foreign(Topportunity.opportunity_id)", + uselist=False, + ) diff --git a/api/tests/src/data_migration/transformation/test_transform_oracle_data_task.py b/api/tests/src/data_migration/transformation/test_transform_oracle_data_task.py index 4917195cc..8f5f56f5b 100644 --- a/api/tests/src/data_migration/transformation/test_transform_oracle_data_task.py +++ b/api/tests/src/data_migration/transformation/test_transform_oracle_data_task.py @@ -10,10 +10,15 @@ transform_opportunity_category, transform_update_create_timestamp, ) -from src.db.models.opportunity_models import Opportunity -from src.db.models.staging.opportunity import Topportunity +from src.db.models.opportunity_models import Opportunity, OpportunityAssistanceListing +from src.db.models.staging.opportunity import Topportunity, TopportunityCfda from tests.conftest import BaseTestClass -from tests.src.db.models.factories import OpportunityFactory, StagingTopportunityFactory +from tests.src.db.models.factories import ( + OpportunityAssistanceListingFactory, + OpportunityFactory, + StagingTopportunityCfdaFactory, + StagingTopportunityFactory, +) def setup_opportunity( @@ -31,6 +36,7 @@ def setup_opportunity( is_deleted=is_delete, already_transformed=is_already_processed, all_fields_null=all_fields_null, + cfdas=[], ) if create_existing: @@ -44,6 +50,41 @@ def setup_opportunity( return source_opportunity +def setup_cfda( + create_existing: bool, + is_delete: bool = False, + is_already_processed: bool = False, + source_values: dict | None = None, + all_fields_null: bool = False, + opportunity: Opportunity | None = None, +) -> TopportunityCfda: + if source_values is None: + source_values = {} + + # If you don't provide an opportunity, you need to provide an ID + if opportunity is not None: + source_values["opportunity_id"] = opportunity.opportunity_id + + source_cfda = StagingTopportunityCfdaFactory.create( + **source_values, + opportunity=None, # To override the factory trying to create something + is_deleted=is_delete, + already_transformed=is_already_processed, + all_fields_null=all_fields_null, + ) + + if create_existing: + OpportunityAssistanceListingFactory.create( + opportunity=opportunity, + opportunity_assistance_listing_id=source_cfda.opp_cfda_id, + # set created_at/updated_at to an earlier time so its clear + # when they were last updated + timestamps_in_past=True, + ) + + return source_cfda + + def validate_matching_fields( source, destination, fields: list[Tuple[str, str]], expect_all_to_match: bool ): @@ -113,7 +154,39 @@ def validate_opportunity( assert opportunity.is_draft is True -class TestTransformOracleDataTask(BaseTestClass): +def validate_assistance_listing( + db_session, + source_cfda: TopportunityCfda, + expect_in_db: bool = True, + expect_values_to_match: bool = True, +): + assistance_listing = ( + db_session.query(OpportunityAssistanceListing) + .filter( + OpportunityAssistanceListing.opportunity_assistance_listing_id + == source_cfda.opp_cfda_id + ) + .one_or_none() + ) + + if not expect_in_db: + assert assistance_listing is None + return + + assert assistance_listing is not None + # For fields that we expect to match 1:1, verify that they match as expected + validate_matching_fields( + source_cfda, + assistance_listing, + [ + ("cfdanumber", "assistance_listing_number"), + ("programtitle", "program_title"), + ], + expect_values_to_match, + ) + + +class TestTransformOpportunity(BaseTestClass): @pytest.fixture() def transform_oracle_data_task( self, db_session, enable_factory_create, truncate_opportunities @@ -213,6 +286,151 @@ def test_process_opportunity_invalid_category(self, db_session, transform_oracle validate_opportunity(db_session, insert_that_will_fail, expect_in_db=False) +class TestTransformAssistanceListing(BaseTestClass): + @pytest.fixture() + def transform_oracle_data_task( + self, db_session, enable_factory_create, truncate_opportunities + ) -> TransformOracleDataTask: + return TransformOracleDataTask(db_session) + + def test_process_opportunity_assistance_listings(self, db_session, transform_oracle_data_task): + opportunity1 = OpportunityFactory.create(opportunity_assistance_listings=[]) + cfda_insert1 = setup_cfda(create_existing=False, opportunity=opportunity1) + cfda_insert2 = setup_cfda(create_existing=False, opportunity=opportunity1) + cfda_update1 = setup_cfda(create_existing=True, opportunity=opportunity1) + cfda_delete1 = setup_cfda(create_existing=True, is_delete=True, opportunity=opportunity1) + cfda_update_already_processed1 = setup_cfda( + create_existing=True, is_already_processed=True, opportunity=opportunity1 + ) + + opportunity2 = OpportunityFactory.create(opportunity_assistance_listings=[]) + cfda_insert3 = setup_cfda(create_existing=False, opportunity=opportunity2) + cfda_update_already_processed2 = setup_cfda( + create_existing=True, is_already_processed=True, opportunity=opportunity2 + ) + cfda_delete_already_processed1 = setup_cfda( + create_existing=False, + is_already_processed=True, + is_delete=True, + opportunity=opportunity2, + ) + cfda_delete2 = setup_cfda(create_existing=True, is_delete=True, opportunity=opportunity2) + + opportunity3 = OpportunityFactory.create(opportunity_assistance_listings=[]) + cfda_update2 = setup_cfda(create_existing=True, opportunity=opportunity3) + cfda_delete_but_current_missing = setup_cfda( + create_existing=False, is_delete=True, opportunity=opportunity3 + ) + + cfda_insert_without_opportunity = setup_cfda( + create_existing=False, source_values={"opportunity_id": 12345678}, opportunity=None + ) + cfda_delete_without_opportunity = setup_cfda( + create_existing=False, source_values={"opportunity_id": 34567890}, opportunity=None + ) + + transform_oracle_data_task.process_assistance_listings() + + validate_assistance_listing(db_session, cfda_insert1) + validate_assistance_listing(db_session, cfda_insert2) + validate_assistance_listing(db_session, cfda_insert3) + validate_assistance_listing(db_session, cfda_update1) + validate_assistance_listing(db_session, cfda_update2) + validate_assistance_listing(db_session, cfda_delete1, expect_in_db=False) + validate_assistance_listing(db_session, cfda_delete2, expect_in_db=False) + + # Records that won't have been fetched + validate_assistance_listing( + db_session, + cfda_update_already_processed1, + expect_in_db=True, + expect_values_to_match=False, + ) + validate_assistance_listing( + db_session, + cfda_update_already_processed2, + expect_in_db=True, + expect_values_to_match=False, + ) + validate_assistance_listing(db_session, cfda_delete_already_processed1, expect_in_db=False) + + validate_assistance_listing(db_session, cfda_delete_but_current_missing, expect_in_db=False) + + validate_assistance_listing(db_session, cfda_insert_without_opportunity, expect_in_db=False) + validate_assistance_listing(db_session, cfda_delete_without_opportunity, expect_in_db=False) + + metrics = transform_oracle_data_task.metrics + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_PROCESSED] == 10 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_DELETED] == 2 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_INSERTED] == 3 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_UPDATED] == 2 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_ORPHANED] == 2 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_ERROR_COUNT] == 1 + + # Rerunning just attempts to re-process the error record, nothing else gets picked up + transform_oracle_data_task.process_assistance_listings() + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_PROCESSED] == 11 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_DELETED] == 2 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_INSERTED] == 3 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_UPDATED] == 2 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_RECORDS_ORPHANED] == 2 + assert metrics[transform_oracle_data_task.Metrics.TOTAL_ERROR_COUNT] == 2 + + def test_process_assistance_listing_orphaned_record( + self, db_session, transform_oracle_data_task + ): + cfda_insert_without_opportunity = setup_cfda( + create_existing=False, source_values={"opportunity_id": 987654321}, opportunity=None + ) + + # Verify it gets marked as transformed + assert cfda_insert_without_opportunity.transformed_at is None + transform_oracle_data_task.process_assistance_listing( + cfda_insert_without_opportunity, None, None + ) + assert cfda_insert_without_opportunity.transformed_at is not None + assert ( + transform_oracle_data_task.metrics[ + transform_oracle_data_task.Metrics.TOTAL_RECORDS_ORPHANED + ] + == 1 + ) + + # Verify nothing actually gets created + opportunity = ( + db_session.query(Opportunity) + .filter(Opportunity.opportunity_id == cfda_insert_without_opportunity.opportunity_id) + .one_or_none() + ) + assert opportunity is None + assistance_listing = ( + db_session.query(OpportunityAssistanceListing) + .filter( + OpportunityAssistanceListing.opportunity_assistance_listing_id + == cfda_insert_without_opportunity.opp_cfda_id + ) + .one_or_none() + ) + assert assistance_listing is None + + def test_process_assistance_listing_delete_but_current_missing( + self, db_session, transform_oracle_data_task + ): + opportunity = OpportunityFactory.create(opportunity_assistance_listings=[]) + delete_but_current_missing = setup_cfda( + create_existing=False, is_delete=True, opportunity=opportunity + ) + + with pytest.raises( + ValueError, match="Cannot delete assistance listing as it does not exist" + ): + transform_oracle_data_task.process_assistance_listing( + delete_but_current_missing, None, opportunity + ) + + validate_assistance_listing(db_session, delete_but_current_missing, expect_in_db=False) + + @pytest.mark.parametrize( "value,expected_value", [ diff --git a/api/tests/src/db/models/factories.py b/api/tests/src/db/models/factories.py index c1f878d88..f7d6e9804 100644 --- a/api/tests/src/db/models/factories.py +++ b/api/tests/src/db/models/factories.py @@ -543,6 +543,8 @@ class OpportunityAssistanceListingFactory(BaseFactory): class Meta: model = opportunity_models.OpportunityAssistanceListing + opportunity_assistance_listing_id = factory.Sequence(lambda n: n) + opportunity = factory.SubFactory(OpportunityFactory) opportunity_id = factory.LazyAttribute(lambda a: a.opportunity.opportunity_id) @@ -551,6 +553,13 @@ class Meta: lambda: f"{fake.random_int(min=1, max=99):02}.{fake.random_int(min=1, max=999):03}" ) + class Params: + # Set the timestamps in the past rather than using the default of "now" + timestamps_in_past = factory.Trait( + created_at=factory.Faker("date_time_between", start_date="-5y", end_date="-3y"), + updated_at=factory.Faker("date_time_between", start_date="-3y", end_date="-1y"), + ) + class LinkOpportunitySummaryFundingInstrumentFactory(BaseFactory): class Meta: @@ -628,6 +637,12 @@ class Meta: is_deleted = False transformed_at = None + cfdas = factory.RelatedFactoryList( + "tests.src.db.models.factories.StagingTopportunityCfdaFactory", + factory_related_name="opportunity", + size=lambda: random.randint(1, 3), + ) + class Params: already_transformed = factory.Trait( transformed_at=factory.Faker("date_time_between", start_date="-7d", end_date="-1d") @@ -644,6 +659,41 @@ class Params: ) +class StagingTopportunityCfdaFactory(BaseFactory): + class Meta: + model = staging.opportunity.TopportunityCfda + + opp_cfda_id = factory.Sequence(lambda n: n) + + opportunity = factory.SubFactory(StagingTopportunityFactory) + opportunity_id = factory.LazyAttribute(lambda s: s.opportunity.opportunity_id) + + programtitle = factory.Faker("company") + cfdanumber = factory.LazyFunction( + lambda: f"{fake.random_int(min=1, max=99):02}.{fake.random_int(min=1, max=999):03}" + ) + + created_date = factory.Faker("date_time_between", start_date="-10y", end_date="-5y") + last_upd_date = sometimes_none( + factory.Faker("date_time_between", start_date="-5y", end_date="now") + ) + + # Default to being a new insert/update + is_deleted = False + transformed_at = None + + class Params: + already_transformed = factory.Trait( + transformed_at=factory.Faker("date_time_between", start_date="-7d", end_date="-1d") + ) + + # Trait to set all nullable fields to None + all_fields_null = factory.Trait( + programtitle=None, + cfdanumber=None, + ) + + #################################### # Transfer Table Factories 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