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conftest.py
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import os
from pathlib import Path, PurePosixPath
import shutil
from tempfile import TemporaryDirectory
from typing import Dict, Optional
from azure.storage.blob import BlobServiceClient
from azure.storage.filedatalake import (
DataLakeServiceClient,
)
import boto3
import botocore
from dotenv import find_dotenv, load_dotenv
from google.cloud import storage as google_storage
from pytest_cases import fixture, fixture_union
from shortuuid import uuid
from tenacity import retry, retry_if_exception_type, stop_after_attempt, wait_fixed
from cloudpathlib import AzureBlobClient, AzureBlobPath, GSClient, GSPath, S3Client, S3Path
from cloudpathlib.cloudpath import implementation_registry
from cloudpathlib.local import (
local_azure_blob_implementation,
LocalAzureBlobClient,
LocalAzureBlobPath,
local_gs_implementation,
LocalGSClient,
LocalGSPath,
local_s3_implementation,
LocalS3Client,
LocalS3Path,
)
import cloudpathlib.azure.azblobclient
from cloudpathlib.azure.azblobclient import _hns_rmtree
import cloudpathlib.s3.s3client
from .mock_clients.mock_azureblob import MockBlobServiceClient, DEFAULT_CONTAINER_NAME
from .mock_clients.mock_adls_gen2 import MockedDataLakeServiceClient
from .mock_clients.mock_gs import (
mocked_client_class_factory as mocked_gsclient_class_factory,
DEFAULT_GS_BUCKET_NAME,
MockTransferManager,
)
from .mock_clients.mock_s3 import mocked_session_class_factory, DEFAULT_S3_BUCKET_NAME
if os.getenv("USE_LIVE_CLOUD") == "1":
load_dotenv(find_dotenv())
SESSION_UUID = uuid()
# ignore these files when uploading test assets
UPLOAD_IGNORE_LIST = [
".DS_Store", # macOS cruft
]
@fixture()
def assets_dir() -> Path:
"""Path to test assets directory."""
return Path(__file__).parent / "assets"
class CloudProviderTestRig:
"""Class that holds together the components needed to test a cloud implementation."""
def __init__(
self,
path_class: type,
client_class: type,
drive: str = "drive",
test_dir: str = "",
live_server: bool = False,
required_client_kwargs: Optional[Dict] = None,
):
"""
Args:
path_class (type): CloudPath subclass
client_class (type): Client subclass
"""
self.path_class = path_class
self.client_class = client_class
self.drive = drive
self.test_dir = test_dir
self.live_server = live_server # if the server is a live server
self.required_client_kwargs = (
required_client_kwargs if required_client_kwargs is not None else {}
)
@property
def cloud_prefix(self):
return self.path_class.cloud_prefix
def create_cloud_path(self, path: str, client=None):
"""CloudPath constructor that appends cloud prefix. Use this to instantiate
cloud path instances with generic paths. Includes drive and root test_dir already.
If `client`, use that client to create the path.
"""
if client:
return client.CloudPath(
cloud_path=f"{self.path_class.cloud_prefix}{self.drive}/{self.test_dir}/{path}"
)
else:
return self.path_class(
cloud_path=f"{self.path_class.cloud_prefix}{self.drive}/{self.test_dir}/{path}"
)
def create_test_dir_name(request) -> str:
"""Generates unique test directory name using test module and test function names."""
module_name = request.module.__name__.rpartition(".")[-1]
function_name = request.function.__name__
test_dir = f"{SESSION_UUID}-{module_name}-{function_name}"
print("Test directory name is:", test_dir)
return test_dir
def _azure_fixture(conn_str_env_var, adls_gen2, request, monkeypatch, assets_dir):
drive = os.getenv("LIVE_AZURE_CONTAINER", DEFAULT_CONTAINER_NAME)
test_dir = create_test_dir_name(request)
live_server = os.getenv("USE_LIVE_CLOUD") == "1"
connection_kwargs = dict()
tmpdir = TemporaryDirectory()
if live_server:
# Set up test assets
blob_service_client = BlobServiceClient.from_connection_string(os.getenv(conn_str_env_var))
data_lake_service_client = DataLakeServiceClient.from_connection_string(
os.getenv(conn_str_env_var)
)
test_files = [
f for f in assets_dir.glob("**/*") if f.is_file() and f.name not in UPLOAD_IGNORE_LIST
]
for test_file in test_files:
blob_client = blob_service_client.get_blob_client(
container=drive,
blob=str(f"{test_dir}/{PurePosixPath(test_file.relative_to(assets_dir))}"),
)
blob_client.upload_blob(test_file.read_bytes(), overwrite=True)
connection_kwargs["connection_string"] = os.getenv(conn_str_env_var)
else:
# pass key mocked params to clients via connection string
monkeypatch.setenv(
"AZURE_STORAGE_CONNECTION_STRING", f"{Path(tmpdir.name) / test_dir};{adls_gen2}"
)
monkeypatch.setenv("AZURE_STORAGE_GEN2_CONNECTION_STRING", "")
monkeypatch.setattr(
cloudpathlib.azure.azblobclient,
"BlobServiceClient",
MockBlobServiceClient,
)
monkeypatch.setattr(
cloudpathlib.azure.azblobclient,
"DataLakeServiceClient",
MockedDataLakeServiceClient,
)
rig = CloudProviderTestRig(
path_class=AzureBlobPath,
client_class=AzureBlobClient,
drive=drive,
test_dir=test_dir,
live_server=live_server,
required_client_kwargs=connection_kwargs,
)
rig.client_class(**connection_kwargs).set_as_default_client() # set default client
# add flag for adls gen2 rig to skip some tests
rig.is_adls_gen2 = adls_gen2
rig.connection_string = os.getenv(conn_str_env_var) # used for client instantiation tests
yield rig
rig.client_class._default_client = None # reset default client
if live_server:
if blob_service_client.get_account_information().get("is_hns_enabled", False):
_hns_rmtree(data_lake_service_client, drive, test_dir)
else:
# Clean up test dir
container_client = blob_service_client.get_container_client(drive)
to_delete = container_client.list_blobs(name_starts_with=test_dir)
to_delete = sorted(to_delete, key=lambda b: len(b.name.split("/")), reverse=True)
container_client.delete_blobs(*to_delete)
else:
tmpdir.cleanup()
@fixture()
def azure_rig(request, monkeypatch, assets_dir):
yield from _azure_fixture(
"AZURE_STORAGE_CONNECTION_STRING", False, request, monkeypatch, assets_dir
)
@fixture()
def azure_gen2_rig(request, monkeypatch, assets_dir):
yield from _azure_fixture(
"AZURE_STORAGE_GEN2_CONNECTION_STRING", True, request, monkeypatch, assets_dir
)
@fixture()
def gs_rig(request, monkeypatch, assets_dir):
drive = os.getenv("LIVE_GS_BUCKET", DEFAULT_GS_BUCKET_NAME)
test_dir = create_test_dir_name(request)
live_server = os.getenv("USE_LIVE_CLOUD") == "1"
if live_server:
# Set up test assets
bucket = google_storage.Client().bucket(drive)
test_files = [
f for f in assets_dir.glob("**/*") if f.is_file() and f.name not in UPLOAD_IGNORE_LIST
]
for test_file in test_files:
blob = google_storage.Blob(
str(f"{test_dir}/{PurePosixPath(test_file.relative_to(assets_dir))}"),
bucket,
)
blob.upload_from_filename(str(test_file))
else:
# Mock cloud SDK
monkeypatch.setattr(
cloudpathlib.gs.gsclient,
"StorageClient",
mocked_gsclient_class_factory(test_dir),
)
monkeypatch.setattr(
cloudpathlib.gs.gsclient,
"transfer_manager",
MockTransferManager,
)
rig = CloudProviderTestRig(
path_class=GSPath,
client_class=GSClient,
drive=drive,
test_dir=test_dir,
live_server=live_server,
)
rig.client_class().set_as_default_client() # set default client
yield rig
rig.client_class._default_client = None # reset default client
if live_server:
# Clean up test dir
for blob in bucket.list_blobs(prefix=test_dir):
blob.delete()
@fixture()
def s3_rig(request, monkeypatch, assets_dir):
drive = os.getenv("LIVE_S3_BUCKET", DEFAULT_S3_BUCKET_NAME)
test_dir = create_test_dir_name(request)
live_server = os.getenv("USE_LIVE_CLOUD") == "1"
if live_server:
# Set up test assets
session = boto3.Session() # Fresh session to ensure isolation
bucket = session.resource("s3").Bucket(drive)
test_files = [
f for f in assets_dir.glob("**/*") if f.is_file() and f.name not in UPLOAD_IGNORE_LIST
]
for test_file in test_files:
bucket.upload_file(
str(test_file),
str(f"{test_dir}/{PurePosixPath(test_file.relative_to(assets_dir))}"),
)
else:
# Mock cloud SDK
monkeypatch.setattr(
cloudpathlib.s3.s3client,
"Session",
mocked_session_class_factory(test_dir),
)
rig = CloudProviderTestRig(
path_class=S3Path,
client_class=S3Client,
drive=drive,
test_dir=test_dir,
live_server=live_server,
)
rig.client_class().set_as_default_client() # set default client
yield rig
rig.client_class._default_client = None # reset default client
if live_server:
# Clean up test dir
bucket.objects.filter(Prefix=test_dir).delete()
@fixture()
def custom_s3_rig(request, monkeypatch, assets_dir):
"""
Custom S3 rig used to test the integrations with non-AWS S3-compatible object storages like
- MinIO (https://min.io/)
- CEPH (https://ceph.io/ceph-storage/object-storage/)
- others
"""
drive = os.getenv("CUSTOM_S3_BUCKET", DEFAULT_S3_BUCKET_NAME)
test_dir = create_test_dir_name(request)
custom_endpoint_url = os.getenv("CUSTOM_S3_ENDPOINT", "https://s3.us-west-1.drivendatabws.com")
live_server = os.getenv("USE_LIVE_CLOUD") == "1"
if live_server:
monkeypatch.setenv("AWS_ACCESS_KEY_ID", os.getenv("CUSTOM_S3_KEY_ID"))
monkeypatch.setenv("AWS_SECRET_ACCESS_KEY", os.getenv("CUSTOM_S3_SECRET_KEY"))
# Upload test assets
session = boto3.Session() # Fresh session to ensure isolation from AWS S3 auth
s3 = session.resource("s3", endpoint_url=custom_endpoint_url)
# idempotent and our test server on heroku only has ephemeral storage
# so we need to try to create each time
try:
# try a few times to spin up the bucket since the heroku worker needs some time to wake up
@retry(
stop=stop_after_attempt(5),
wait=wait_fixed(2),
retry=retry_if_exception_type(botocore.exceptions.ClientError),
reraise=True,
)
def _spin_up_bucket():
s3.meta.client.head_bucket(Bucket=drive)
_spin_up_bucket()
except botocore.exceptions.ClientError:
try:
s3.create_bucket(Bucket=drive)
except botocore.exceptions.ClientError as e:
# ok if bucket already exists
if e.response["Error"]["Code"] != "BucketAlreadyOwnedByYou":
raise
bucket = s3.Bucket(drive)
test_files = [
f for f in assets_dir.glob("**/*") if f.is_file() and f.name not in UPLOAD_IGNORE_LIST
]
for test_file in test_files:
bucket.upload_file(
str(test_file),
str(f"{test_dir}/{PurePosixPath(test_file.relative_to(assets_dir))}"),
)
else:
# Mock cloud SDK
monkeypatch.setattr(
cloudpathlib.s3.s3client,
"Session",
mocked_session_class_factory(test_dir),
)
rig = CloudProviderTestRig(
path_class=S3Path,
client_class=S3Client,
drive=drive,
test_dir=test_dir,
live_server=live_server,
required_client_kwargs=dict(endpoint_url=custom_endpoint_url),
)
rig.client_class(
endpoint_url=custom_endpoint_url
).set_as_default_client() # set default client
# add flag for custom_s3 rig to skip some tests
rig.is_custom_s3 = True
yield rig
rig.client_class._default_client = None # reset default client
if live_server:
bucket.objects.filter(Prefix=test_dir).delete()
@fixture()
def local_azure_rig(request, monkeypatch, assets_dir):
drive = os.getenv("LIVE_AZURE_CONTAINER", DEFAULT_CONTAINER_NAME)
test_dir = create_test_dir_name(request)
# copy test assets
shutil.copytree(assets_dir, LocalAzureBlobClient.get_default_storage_dir() / drive / test_dir)
monkeypatch.setitem(implementation_registry, "azure", local_azure_blob_implementation)
rig = CloudProviderTestRig(
path_class=LocalAzureBlobPath,
client_class=LocalAzureBlobClient,
drive=drive,
test_dir=test_dir,
)
monkeypatch.setenv("AZURE_STORAGE_CONNECTION_STRING", "")
rig.client_class().set_as_default_client() # set default client
yield rig
rig.client_class._default_client = None # reset default client
rig.client_class.reset_default_storage_dir() # reset local storage directory
@fixture()
def local_gs_rig(request, monkeypatch, assets_dir):
drive = os.getenv("LIVE_GS_BUCKET", DEFAULT_GS_BUCKET_NAME)
test_dir = create_test_dir_name(request)
# copy test assets
shutil.copytree(assets_dir, LocalGSClient.get_default_storage_dir() / drive / test_dir)
monkeypatch.setitem(implementation_registry, "gs", local_gs_implementation)
rig = CloudProviderTestRig(
path_class=LocalGSPath,
client_class=LocalGSClient,
drive=drive,
test_dir=test_dir,
)
rig.client_class().set_as_default_client() # set default client
yield rig
rig.client_class._default_client = None # reset default client
rig.client_class.reset_default_storage_dir() # reset local storage directory
@fixture()
def local_s3_rig(request, monkeypatch, assets_dir):
drive = os.getenv("LIVE_S3_BUCKET", DEFAULT_S3_BUCKET_NAME)
test_dir = create_test_dir_name(request)
# copy test assets
shutil.copytree(assets_dir, LocalS3Client.get_default_storage_dir() / drive / test_dir)
monkeypatch.setitem(implementation_registry, "s3", local_s3_implementation)
rig = CloudProviderTestRig(
path_class=LocalS3Path,
client_class=LocalS3Client,
drive=drive,
test_dir=test_dir,
)
rig.client_class().set_as_default_client() # set default client
yield rig
rig.client_class._default_client = None # reset default client
rig.client_class.reset_default_storage_dir() # reset local storage directory
# create azure fixtures for both blob and gen2 storage
azure_rigs = fixture_union(
"azure_rigs",
[
azure_rig, # azure_rig0
azure_gen2_rig, # azure_rig1
],
)
rig = fixture_union(
"rig",
[
azure_rig, # azure_rig0
azure_gen2_rig, # azure_rig1
gs_rig,
s3_rig,
custom_s3_rig,
local_azure_rig,
local_s3_rig,
local_gs_rig,
],
)
# run some s3-specific tests on custom s3 (ceph, minio, etc.) and aws s3
s3_like_rig = fixture_union(
"s3_like_rig",
[
s3_rig,
custom_s3_rig,
],
)