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[#5139] feat(python-client): Support GCS fileset in the python GVFS client #5160

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Add a framework to support multi-storage in a pluginized manner for …
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Support GCS fileset.
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Change gvfs accordingly.
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Original file line number Diff line number Diff line change
Expand Up @@ -25,8 +25,12 @@
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

public class GCSFileSystemProvider implements FileSystemProvider {
private static final Logger LOGGER = LoggerFactory.getLogger(GCSFileSystemProvider.class);

@Override
public FileSystem getFileSystem(Path path, Map<String, String> config) throws IOException {
Configuration configuration = new Configuration();
Expand All @@ -35,6 +39,7 @@ public FileSystem getFileSystem(Path path, Map<String, String> config) throws IO
configuration.set(k.replace("gravitino.bypass.", ""), v);
});

LOGGER.info("Creating GCS file system with config: {}", config);
return GoogleHadoopFileSystem.newInstance(path.toUri(), configuration);
}

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@ public class HadoopGCSCatalogIT extends HadoopCatalogIT {

@Override
public void startIntegrationTest() throws Exception {
// Do nothing.
// Just overwrite super, do nothing.
}

@BeforeAll
Expand Down
47 changes: 40 additions & 7 deletions clients/client-python/gravitino/filesystem/gvfs.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,19 +14,20 @@
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.

import os
from enum import Enum
from pathlib import PurePosixPath
from typing import Dict, Tuple
import re
import importlib
import fsspec

from cachetools import TTLCache, LRUCache
from fsspec import AbstractFileSystem
from fsspec.implementations.local import LocalFileSystem
from fsspec.implementations.arrow import ArrowFSWrapper
from fsspec.utils import infer_storage_options
from pyarrow.fs import HadoopFileSystem

from readerwriterlock import rwlock
from gravitino.audit.caller_context import CallerContext, CallerContextHolder
from gravitino.audit.fileset_audit_constants import FilesetAuditConstants
Expand All @@ -47,6 +48,7 @@
class StorageType(Enum):
HDFS = "hdfs"
LOCAL = "file"
GCS = "gs"


class FilesetContextPair:
Expand All @@ -66,7 +68,7 @@ def filesystem(self):


class GravitinoVirtualFileSystem(fsspec.AbstractFileSystem):
"""This is a virtual file system which users can access `fileset` and
"""This is a virtual file system that users can access `fileset` and
other resources.

It obtains the actual storage location corresponding to the resource from the
Expand Down Expand Up @@ -149,6 +151,7 @@ def __init__(
self._cache_lock = rwlock.RWLockFair()
self._catalog_cache = LRUCache(maxsize=100)
self._catalog_cache_lock = rwlock.RWLockFair()
self._options = options

super().__init__(**kwargs)

Expand Down Expand Up @@ -309,7 +312,9 @@ def mv(self, path1, path2, recursive=False, maxdepth=None, **kwargs):
)
dst_actual_path = dst_context_pair.actual_file_location()

if storage_type == StorageType.HDFS:
# convert the following to in

if storage_type in [StorageType.HDFS, StorageType.GCS]:
src_context_pair.filesystem().mv(
self._strip_storage_protocol(storage_type, src_actual_path),
self._strip_storage_protocol(storage_type, dst_actual_path),
Expand Down Expand Up @@ -540,7 +545,11 @@ def _convert_actual_path(
:param virtual_location: Virtual location
:return A virtual path
"""
if storage_location.startswith(f"{StorageType.HDFS.value}://"):

# If the storage path starts with hdfs, gcs, we should use the path as the prefix.
if storage_location.startswith(
f"{StorageType.HDFS.value}://"
) or storage_location.startswith(f"{StorageType.GCS.value}://"):
actual_prefix = infer_storage_options(storage_location)["path"]
elif storage_location.startswith(f"{StorageType.LOCAL.value}:/"):
actual_prefix = storage_location[len(f"{StorageType.LOCAL.value}:") :]
Expand Down Expand Up @@ -681,6 +690,8 @@ def _recognize_storage_type(path: str):
return StorageType.HDFS
if path.startswith(f"{StorageType.LOCAL.value}:/"):
return StorageType.LOCAL
if path.startswith(f"{StorageType.GCS.value}://"):
return StorageType.GCS
raise GravitinoRuntimeException(
f"Storage type doesn't support now. Path:{path}"
)
Expand All @@ -705,10 +716,11 @@ def _strip_storage_protocol(storage_type: StorageType, path: str):
:param path: The path
:return: The stripped path
"""
if storage_type == StorageType.HDFS:
if storage_type in (StorageType.HDFS, StorageType.GCS):
return path
if storage_type == StorageType.LOCAL:
return path[len(f"{StorageType.LOCAL.value}:") :]

raise GravitinoRuntimeException(
f"Storage type:{storage_type} doesn't support now."
)
Expand Down Expand Up @@ -774,9 +786,12 @@ def _get_filesystem(self, actual_file_location: str):
if cache_value is not None:
return cache_value
if storage_type == StorageType.HDFS:
fs = ArrowFSWrapper(HadoopFileSystem.from_uri(actual_file_location))
fs_class = importlib.import_module("pyarrow.fs").HadoopFileSystem
fs = ArrowFSWrapper(fs_class.from_uri(actual_file_location))
elif storage_type == StorageType.LOCAL:
fs = LocalFileSystem()
elif storage_type == StorageType.GCS:
fs = ArrowFSWrapper(self._get_gcs_filesystem())
else:
raise GravitinoRuntimeException(
f"Storage type: `{storage_type}` doesn't support now."
Expand All @@ -786,5 +801,23 @@ def _get_filesystem(self, actual_file_location: str):
finally:
write_lock.release()

def _get_gcs_filesystem(self):
# get All keys from the options that start with 'gravitino.bypass.gcs.' and remove the prefix
gcs_options = {
key[len(GVFSConfig.GVFS_FILESYSTEM_BY_PASS_GCS) :]: value
for key, value in self._options.items()
if key.startswith(GVFSConfig.GVFS_FILESYSTEM_BY_PASS_GCS)
}

# get 'service-account-key' from gcs_options, if the key is not found, throw an exception
service_account_key_path = gcs_options.get(GVFSConfig.GVFS_FILESYSTEM_KEY_FILE)
if service_account_key_path is None:
raise GravitinoRuntimeException(
"Service account key is not found in the options."
)
os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = service_account_key_path

return importlib.import_module("pyarrow.fs").GcsFileSystem()


fsspec.register_implementation(PROTOCOL_NAME, GravitinoVirtualFileSystem)
4 changes: 4 additions & 0 deletions clients/client-python/gravitino/filesystem/gvfs_config.py
Original file line number Diff line number Diff line change
Expand Up @@ -31,3 +31,7 @@ class GVFSConfig:
OAUTH2_CREDENTIAL = "oauth2_credential"
OAUTH2_PATH = "oauth2_path"
OAUTH2_SCOPE = "oauth2_scope"

GVFS_FILESYSTEM_BY_PASS = "gravitino.bypass"
GVFS_FILESYSTEM_BY_PASS_GCS = "gravitino.bypass.gcs."
GVFS_FILESYSTEM_KEY_FILE = "service-account-key-path"
3 changes: 2 additions & 1 deletion clients/client-python/requirements.txt
Original file line number Diff line number Diff line change
Expand Up @@ -22,4 +22,5 @@ dataclasses-json==0.6.6
readerwriterlock==1.0.9
fsspec==2024.3.1
pyarrow==15.0.2
cachetools==5.3.3
cachetools==5.3.3
google-auth==2.35.0
12 changes: 12 additions & 0 deletions clients/client-python/tests/integration/integration_test_env.py
Original file line number Diff line number Diff line change
Expand Up @@ -80,6 +80,12 @@ def setUpClass(cls):
)
sys.exit(0)

# remove data dir under gravitino_home
data_dir = os.path.join(cls.gravitino_home, "data")
if os.path.exists(data_dir):
logger.info("Remove Gravitino data directory: %s", data_dir)
subprocess.run(["rm", "-rf", data_dir], check=False)
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It's better to use shutil.rmtree to delete the dir recursively.

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done


logger.info("Starting integration test environment...")

# Start Gravitino Server
Expand Down Expand Up @@ -141,6 +147,12 @@ def restart_server(cls):
"project root directory."
)

# remove data dir under gravitino_home
data_dir = os.path.join(gravitino_home, "data")
if os.path.exists(data_dir):
logger.info("Remove Gravitino data directory: %s", data_dir)
subprocess.run(["rm", "-rf", data_dir], check=False)
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Same as above to use shutil.rmtree.

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done


# Restart Gravitino Server
env_vars = os.environ.copy()
env_vars["HADOOP_USER_NAME"] = "anonymous"
Expand Down
15 changes: 10 additions & 5 deletions clients/client-python/tests/integration/test_catalog.py
Original file line number Diff line number Diff line change
Expand Up @@ -39,7 +39,8 @@
class TestCatalog(IntegrationTestEnv):
metalake_name: str = "TestSchema_metalake" + str(randint(1, 10000))

catalog_name: str = "testCatalog"
catalog_name: str = "testCatalog" + str(randint(1, 10000))
catalog_name_bak = catalog_name
catalog_comment: str = "catalogComment"
catalog_location_prop: str = "location" # Fileset Catalog must set `location`
catalog_provider: str = "hadoop"
Expand Down Expand Up @@ -81,21 +82,25 @@ def clean_test_data(self):
)
try:
logger.info(
"Drop catalog %s[%s]",
"TestCatalog: drop catalog %s[%s]",
self.catalog_ident,
self.gravitino_client.drop_catalog(name=self.catalog_name, force=True),
)
except GravitinoRuntimeException:
logger.warning("Failed to drop catalog %s", self.catalog_name)
logger.warning("TestCatalog: failed to drop catalog %s", self.catalog_name)

try:
logger.info(
"Drop metalake %s[%s]",
"TestCatalog: drop metalake %s[%s]",
self.metalake_name,
self.gravitino_admin_client.drop_metalake(self.metalake_name),
)
except GravitinoRuntimeException:
logger.warning("Failed to drop metalake %s", self.metalake_name)
logger.warning(
"TestCatalog: failed to drop metalake %s", self.metalake_name
)

self.catalog_name = self.catalog_name_bak

def test_list_catalogs(self):
self.create_catalog(self.catalog_name)
Expand Down
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