Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

feat: Add workgroup to athena offline store config #3139

Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
9 changes: 6 additions & 3 deletions Makefile
Original file line number Diff line number Diff line change
Expand Up @@ -159,16 +159,19 @@ test-python-universal-mssql:
sdk/python/tests


#To use Athena as an offline store, you need to create an Athena database and an S3 bucket on AWS. https://docs.aws.amazon.com/athena/latest/ug/getting-started.html
#Modify environment variables ATHENA_DATA_SOURCE, ATHENA_DATABASE, ATHENA_S3_BUCKET_NAME if you want to change the data source, database, and bucket name of S3 to use.
#If tests fail with the pytest -n 8 option, change the number to 1.
# To use Athena as an offline store, you need to create an Athena database and an S3 bucket on AWS.
# https://docs.aws.amazon.com/athena/latest/ug/getting-started.html
# Modify environment variables ATHENA_REGION, ATHENA_DATA_SOURCE, ATHENA_DATABASE, ATHENA_WORKGROUP or
# ATHENA_S3_BUCKET_NAME according to your needs. If tests fail with the pytest -n 8 option, change the number to 1.
test-python-universal-athena:
PYTHONPATH='.' \
FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.offline_stores.contrib.athena_repo_configuration \
PYTEST_PLUGINS=feast.infra.offline_stores.contrib.athena_offline_store.tests \
FEAST_USAGE=False IS_TEST=True \
ATHENA_REGION=ap-northeast-2 \
ATHENA_DATA_SOURCE=AwsDataCatalog \
ATHENA_DATABASE=default \
ATHENA_WORKGROUP=primary \
ATHENA_S3_BUCKET_NAME=feast-integration-tests \
python -m pytest -n 8 --integration \
-k "not test_go_feature_server and \
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -60,6 +60,9 @@ class AthenaOfflineStoreConfig(FeastConfigBaseModel):
database: StrictStr
""" Athena database name """

workgroup: StrictStr
""" Athena workgroup name """

s3_staging_location: StrictStr
""" S3 path for importing & exporting data to Athena """

Expand Down Expand Up @@ -243,6 +246,7 @@ def query_generator() -> Iterator[str]:
athena_client,
config.offline_store.data_source,
config.offline_store.database,
config.offline_store.workgroup,
f"DROP TABLE IF EXISTS {config.offline_store.database}.{table_name}",
)

Expand Down Expand Up @@ -293,6 +297,7 @@ def write_logged_features(
athena_client=athena_client,
data_source=config.offline_store.data_source,
database=config.offline_store.database,
workgroup=config.offline_store.workgroup,
s3_resource=s3_resource,
s3_path=s3_path,
table_name=destination.table_name,
Expand Down Expand Up @@ -378,6 +383,7 @@ def _to_df_internal(self) -> pd.DataFrame:
self._athena_client,
self._config.offline_store.data_source,
self._config.offline_store.database,
self._config.offline_store.workgroup,
self._s3_resource,
temp_external_location,
self.get_temp_table_dml_header(temp_table_name, temp_external_location)
Expand All @@ -394,6 +400,7 @@ def _to_arrow_internal(self) -> pa.Table:
self._athena_client,
self._config.offline_store.data_source,
self._config.offline_store.database,
self._config.offline_store.workgroup,
self._s3_resource,
temp_external_location,
self.get_temp_table_dml_header(temp_table_name, temp_external_location)
Expand Down Expand Up @@ -432,6 +439,7 @@ def to_athena(self, table_name: str) -> None:
self._athena_client,
self._config.offline_store.data_source,
self._config.offline_store.database,
self._config.offline_store.workgroup,
query,
)

Expand All @@ -449,6 +457,7 @@ def _upload_entity_df(
athena_client,
config.offline_store.data_source,
config.offline_store.database,
config.offline_store.workgroup,
s3_resource,
f"{config.offline_store.s3_staging_location}/entity_df/{table_name}/{table_name}.parquet",
table_name,
Expand All @@ -460,6 +469,7 @@ def _upload_entity_df(
athena_client,
config.offline_store.data_source,
config.offline_store.database,
config.offline_store.workgroup,
f"CREATE TABLE {table_name} AS ({entity_df})",
)
else:
Expand Down Expand Up @@ -514,6 +524,7 @@ def _get_entity_df_event_timestamp_range(
athena_client,
config.offline_store.data_source,
config.offline_store.database,
config.offline_store.workgroup,
f"SELECT MIN({entity_df_event_timestamp_col}) AS min, MAX({entity_df_event_timestamp_col}) AS max "
f"FROM ({entity_df})",
)
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -225,6 +225,7 @@ def get_table_column_names_and_types(
client,
config.offline_store.data_source,
config.offline_store.database,
config.offline_store.workgroup,
f"SELECT * FROM ({self.query}) LIMIT 1",
)
columns = aws_utils.get_athena_query_result(client, statement_id)[
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -27,27 +27,20 @@ class AthenaDataSourceCreator(DataSourceCreator):

def __init__(self, project_name: str, *args, **kwargs):
super().__init__(project_name)
self.client = aws_utils.get_athena_data_client("ap-northeast-2")
self.s3 = aws_utils.get_s3_resource("ap-northeast-2")
data_source = (
os.environ.get("ATHENA_DATA_SOURCE")
if os.environ.get("ATHENA_DATA_SOURCE")
else "AwsDataCatalog"
)
database = (
os.environ.get("ATHENA_DATABASE")
if os.environ.get("ATHENA_DATABASE")
else "default"
)
bucket_name = (
os.environ.get("ATHENA_S3_BUCKET_NAME")
if os.environ.get("ATHENA_S3_BUCKET_NAME")
else "feast-integration-tests"
)

region = os.getenv("ATHENA_REGION", "ap-northeast-2")
data_source = os.getenv("ATHENA_DATA_SOURCE", "AwsDataCatalog")
database = os.getenv("ATHENA_DATABASE", "default")
workgroup = os.getenv("ATHENA_WORKGROUP", "primary")
bucket_name = os.getenv("ATHENA_S3_BUCKET_NAME", "feast-integration-tests")

self.client = aws_utils.get_athena_data_client(region)
self.s3 = aws_utils.get_s3_resource(region)
self.offline_store_config = AthenaOfflineStoreConfig(
data_source=f"{data_source}",
region="ap-northeast-2",
database=f"{database}",
data_source=data_source,
region=region,
database=database,
workgroup=workgroup,
s3_staging_location=f"s3://{bucket_name}/test_dir",
)

Expand Down Expand Up @@ -77,6 +70,7 @@ def create_data_source(
self.client,
self.offline_store_config.data_source,
self.offline_store_config.database,
self.offline_store_config.workgroup,
self.s3,
s3_target,
table_name,
Expand Down Expand Up @@ -126,5 +120,6 @@ def teardown(self):
self.client,
self.offline_store_config.data_source,
self.offline_store_config.database,
self.offline_store_config.workgroup,
f"DROP TABLE IF EXISTS {table}",
)
Original file line number Diff line number Diff line change
@@ -1,9 +1,9 @@
from feast.infra.offline_stores.contrib.athena_offline_store.tests.data_source import (
AthenaDataSourceCreator,
)
from tests.integration.feature_repos.integration_test_repo_config import (
IntegrationTestRepoConfig,
)
from tests.integration.feature_repos.universal.data_sources.athena import (
AthenaDataSourceCreator,
)

FULL_REPO_CONFIGS = [
IntegrationTestRepoConfig(
Expand Down
Loading