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test_spark_utils.py
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274 lines (211 loc) · 9.56 KB
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from unittest.mock import MagicMock, patch
from feast.infra.compute_engines.spark.utils import _ensure_s3a_event_log_dir
BOTO3_PATH = "feast.infra.compute_engines.spark.utils.boto3"
BOTOCONFIG_PATH = "feast.infra.compute_engines.spark.utils.BotoConfig"
def _base_conf(event_log_dir: str) -> dict:
return {
"spark.eventLog.enabled": "true",
"spark.eventLog.dir": event_log_dir,
"spark.hadoop.fs.s3a.endpoint": "http://minio:9000",
}
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_creates_placeholder_when_empty(mock_boto3):
"""S3A prefix doesn't exist -> placeholder object is written."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 0}
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket/spark-events/"))
s3.list_objects_v2.assert_called_once_with(
Bucket="my-bucket", Prefix="spark-events/", MaxKeys=1
)
s3.put_object.assert_called_once_with(
Bucket="my-bucket", Key="spark-events/.keep", Body=b""
)
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_skips_when_prefix_exists(mock_boto3):
"""S3A prefix already has objects -> no placeholder written."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 3}
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket/spark-events/"))
s3.put_object.assert_not_called()
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_noop_when_event_log_disabled(mock_boto3):
"""spark.eventLog.enabled != true -> boto3 never called."""
_ensure_s3a_event_log_dir(
{"spark.eventLog.enabled": "false", "spark.eventLog.dir": "s3a://b/p/"}
)
mock_boto3.client.assert_not_called()
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_noop_for_non_s3a_path(mock_boto3):
"""Non-S3A paths (hdfs://, file://, etc.) are left untouched."""
_ensure_s3a_event_log_dir(
{"spark.eventLog.enabled": "true", "spark.eventLog.dir": "hdfs:///spark-logs"}
)
mock_boto3.client.assert_not_called()
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_non_fatal_on_s3_error(mock_boto3):
"""boto3 errors are swallowed -> SparkContext will surface its own error."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.side_effect = Exception("connection refused")
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket/spark-events/"))
# ---------------------------------------------------------------------------
# Bucket-root edge cases (s3a://bucket, s3a://bucket/)
# ---------------------------------------------------------------------------
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_bucket_root_no_trailing_slash(mock_boto3):
"""s3a://bucket (no path) -> .keep at bucket root, not /.keep."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 0}
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket"))
s3.list_objects_v2.assert_called_once_with(Bucket="my-bucket", Prefix="", MaxKeys=1)
s3.put_object.assert_called_once_with(Bucket="my-bucket", Key=".keep", Body=b"")
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_bucket_root_trailing_slash(mock_boto3):
"""s3a://bucket/ (trailing slash, empty prefix) -> .keep at bucket root."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 0}
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket/"))
s3.list_objects_v2.assert_called_once_with(Bucket="my-bucket", Prefix="", MaxKeys=1)
s3.put_object.assert_called_once_with(Bucket="my-bucket", Key=".keep", Body=b"")
# ---------------------------------------------------------------------------
# Credentials from spark config / env var fallback
# ---------------------------------------------------------------------------
@patch.dict(
"os.environ",
{
"AWS_ACCESS_KEY_ID": "env-ak",
"AWS_SECRET_ACCESS_KEY": "env-sk", # pragma: allowlist secret
"AWS_SESSION_TOKEN": "env-st",
},
)
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_uses_spark_config_credentials(mock_boto3):
"""Credentials in spark config take precedence over env vars."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 1}
conf = {
**_base_conf("s3a://my-bucket/logs/"),
"spark.hadoop.fs.s3a.access.key": "spark-ak",
"spark.hadoop.fs.s3a.secret.key": "spark-sk", # pragma: allowlist secret
"spark.hadoop.fs.s3a.session.token": "spark-st",
}
_ensure_s3a_event_log_dir(conf)
mock_boto3.client.assert_called_once()
kw = mock_boto3.client.call_args.kwargs
assert kw["aws_access_key_id"] == "spark-ak"
assert kw["aws_secret_access_key"] == "spark-sk" # pragma: allowlist secret
assert kw["aws_session_token"] == "spark-st"
@patch.dict(
"os.environ",
{
"AWS_ACCESS_KEY_ID": "env-ak",
"AWS_SECRET_ACCESS_KEY": "env-sk", # pragma: allowlist secret
"AWS_SESSION_TOKEN": "env-st",
},
)
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_falls_back_to_env_credentials(mock_boto3):
"""Without spark config keys, env vars are used."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 1}
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket/logs/"))
mock_boto3.client.assert_called_once()
kw = mock_boto3.client.call_args.kwargs
assert kw["aws_access_key_id"] == "env-ak"
assert kw["aws_secret_access_key"] == "env-sk" # pragma: allowlist secret
assert kw["aws_session_token"] == "env-st"
@patch.dict("os.environ", {}, clear=True)
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_no_credentials_passes_none(mock_boto3):
"""No credentials anywhere -> None passed to boto3 (anonymous / instance role)."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 1}
conf = {
"spark.eventLog.enabled": "true",
"spark.eventLog.dir": "s3a://my-bucket/logs/",
}
_ensure_s3a_event_log_dir(conf)
mock_boto3.client.assert_called_once()
kw = mock_boto3.client.call_args.kwargs
assert kw["aws_access_key_id"] is None
assert kw["aws_secret_access_key"] is None
assert kw["aws_session_token"] is None
# ---------------------------------------------------------------------------
# Path-style addressing (MinIO / S3-compatible)
# ---------------------------------------------------------------------------
@patch(BOTOCONFIG_PATH)
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_path_style_when_enabled(mock_boto3, mock_config_cls):
"""spark.hadoop.fs.s3a.path.style.access=true -> addressing_style='path'."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 1}
conf = {
**_base_conf("s3a://my-bucket/logs/"),
"spark.hadoop.fs.s3a.path.style.access": "true",
}
_ensure_s3a_event_log_dir(conf)
mock_config_cls.assert_called_once()
config_kwargs = mock_config_cls.call_args
assert config_kwargs.kwargs["s3"] == {"addressing_style": "path"}
@patch(BOTOCONFIG_PATH)
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_virtual_hosted_style_by_default(
mock_boto3, mock_config_cls
):
"""No path.style.access config -> addressing_style='auto'."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 1}
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket/logs/"))
mock_config_cls.assert_called_once()
config_kwargs = mock_config_cls.call_args
assert config_kwargs.kwargs["s3"] == {"addressing_style": "auto"}
# ---------------------------------------------------------------------------
# Endpoint env var fallback (AWS_ENDPOINT_URL)
# ---------------------------------------------------------------------------
@patch.dict("os.environ", {"AWS_ENDPOINT_URL": "http://localhost:9000"}, clear=True)
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_endpoint_from_env(mock_boto3):
"""AWS_ENDPOINT_URL env var is used when spark config has no endpoint."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 1}
conf = {
"spark.eventLog.enabled": "true",
"spark.eventLog.dir": "s3a://my-bucket/logs/",
}
_ensure_s3a_event_log_dir(conf)
mock_boto3.client.assert_called_once()
kw = mock_boto3.client.call_args.kwargs
assert kw["endpoint_url"] == "http://localhost:9000"
@patch.dict("os.environ", {"AWS_ENDPOINT_URL": "http://env-endpoint:9000"}, clear=True)
@patch(BOTOCONFIG_PATH, MagicMock())
@patch(BOTO3_PATH)
def test_ensure_s3a_event_log_dir_spark_endpoint_over_env(mock_boto3):
"""spark.hadoop.fs.s3a.endpoint takes precedence over AWS_ENDPOINT_URL."""
s3 = MagicMock()
mock_boto3.client.return_value = s3
s3.list_objects_v2.return_value = {"KeyCount": 1}
_ensure_s3a_event_log_dir(_base_conf("s3a://my-bucket/logs/"))
mock_boto3.client.assert_called_once()
kw = mock_boto3.client.call_args.kwargs
assert kw["endpoint_url"] == "http://minio:9000"