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feat: Support s3gov schema by snowflake offline store during material…
…ization (feast-dev#3891)
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sdk/python/tests/unit/infra/offline_stores/test_snowflake.py
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import re | ||
from unittest.mock import ANY, MagicMock, patch | ||
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import pytest | ||
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from feast.infra.offline_stores.snowflake import ( | ||
SnowflakeOfflineStoreConfig, | ||
SnowflakeRetrievalJob, | ||
) | ||
from feast.infra.online_stores.sqlite import SqliteOnlineStoreConfig | ||
from feast.repo_config import RepoConfig | ||
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@pytest.fixture(params=["s3", "s3gov"]) | ||
def retrieval_job(request): | ||
offline_store_config = SnowflakeOfflineStoreConfig( | ||
type="snowflake.offline", | ||
account="snow", | ||
user="snow", | ||
password="snow", | ||
role="snow", | ||
warehouse="snow", | ||
database="FEAST", | ||
schema="OFFLINE", | ||
storage_integration_name="FEAST_S3", | ||
blob_export_location=f"{request.param}://feast-snowflake-offload/export", | ||
) | ||
retrieval_job = SnowflakeRetrievalJob( | ||
query="SELECT * FROM snowflake", | ||
snowflake_conn=MagicMock(), | ||
config=RepoConfig( | ||
registry="s3://ml-test/repo/registry.db", | ||
project="test", | ||
provider="snowflake.offline", | ||
online_store=SqliteOnlineStoreConfig(type="sqlite"), | ||
offline_store=offline_store_config, | ||
), | ||
full_feature_names=True, | ||
on_demand_feature_views=[], | ||
) | ||
return retrieval_job | ||
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def test_to_remote_storage(retrieval_job): | ||
stored_files = ["just a path", "maybe another"] | ||
with patch.object( | ||
retrieval_job, "to_snowflake", return_value=None | ||
) as mock_to_snowflake, patch.object( | ||
retrieval_job, "_get_file_names_from_copy_into", return_value=stored_files | ||
) as mock_get_file_names_from_copy: | ||
assert ( | ||
retrieval_job.to_remote_storage() == stored_files | ||
), "should return the list of files" | ||
mock_to_snowflake.assert_called_once() | ||
mock_get_file_names_from_copy.assert_called_once_with(ANY, ANY) | ||
native_path = mock_get_file_names_from_copy.call_args[0][1] | ||
assert re.match("^s3://.*", native_path), "path should be s3://*" |