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We already have mocked ones, which are more reliable as they use their own paramiko server instead of relying on the sshd running on the test machine. Native tests are also quite flaky and fail sometimes due to network issues.
726 lines
20 KiB
Python
726 lines
20 KiB
Python
import copy
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import logging
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import os
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import shutil
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import uuid
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from unittest import SkipTest
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import pytest
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from mock import patch
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from dvc.cache import NamedCache
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from dvc.config import Config
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from dvc.data_cloud import DataCloud
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from dvc.main import main
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from dvc.remote import RemoteAZURE
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from dvc.remote import RemoteGDrive
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from dvc.remote import RemoteGS
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from dvc.remote import RemoteHDFS
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from dvc.remote import RemoteHTTP
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from dvc.remote import RemoteLOCAL
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from dvc.remote import RemoteOSS
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from dvc.remote import RemoteS3
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from dvc.remote import RemoteSSH
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from dvc.remote.base import STATUS_DELETED
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from dvc.remote.base import STATUS_NEW
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from dvc.remote.base import STATUS_OK
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from dvc.utils import file_md5
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from dvc.utils.stage import dump_stage_file
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from dvc.utils.stage import load_stage_file
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from tests.basic_env import TestDvc
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from tests.utils import spy
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from tests.remotes import (
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_should_test_gcp,
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_should_test_hdfs,
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Azure,
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GDrive,
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S3,
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OSS,
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TEST_CONFIG,
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TEST_SECTION,
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TEST_GCP_CREDS_FILE,
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TEST_GDRIVE_CLIENT_ID,
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TEST_GDRIVE_CLIENT_SECRET,
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TEST_REMOTE,
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get_gcp_url,
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get_hdfs_url,
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get_local_url,
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get_ssh_url_mocked,
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)
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class TestDataCloud(TestDvc):
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def _test_cloud(self, config, cl):
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self.dvc.config.config = config
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cloud = DataCloud(self.dvc)
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self.assertIsInstance(cloud.get_remote(), cl)
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def test(self):
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config = copy.deepcopy(TEST_CONFIG)
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clist = [
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("s3://mybucket/", RemoteS3),
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("gs://mybucket/", RemoteGS),
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("ssh://user@localhost:/", RemoteSSH),
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("http://localhost:8000/", RemoteHTTP),
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("azure://ContainerName=mybucket;conn_string;", RemoteAZURE),
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("oss://mybucket/", RemoteOSS),
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(TestDvc.mkdtemp(), RemoteLOCAL),
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]
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for scheme, cl in clist:
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remote_url = scheme + str(uuid.uuid4())
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config[TEST_SECTION][Config.SECTION_REMOTE_URL] = remote_url
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self._test_cloud(config, cl)
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class TestDataCloudBase(TestDvc):
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def _get_cloud_class(self):
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return None
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def _should_test(self):
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return False
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def _get_url(self):
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return ""
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def _get_keyfile(self):
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return None
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def _ensure_should_run(self):
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if not self._should_test():
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raise SkipTest(
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"Test {} is disabled".format(self.__class__.__name__)
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)
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def _setup_cloud(self):
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self._ensure_should_run()
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repo = self._get_url()
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keyfile = self._get_keyfile()
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config = copy.deepcopy(TEST_CONFIG)
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config[TEST_SECTION][Config.SECTION_REMOTE_URL] = repo
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config[TEST_SECTION][Config.SECTION_REMOTE_KEY_FILE] = keyfile
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self.dvc.config.config = config
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self.cloud = DataCloud(self.dvc)
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self.assertIsInstance(self.cloud.get_remote(), self._get_cloud_class())
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def _test_cloud(self):
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self._setup_cloud()
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stages = self.dvc.add(self.FOO)
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self.assertEqual(len(stages), 1)
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stage = stages[0]
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self.assertTrue(stage is not None)
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out = stage.outs[0]
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cache = out.cache_path
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md5 = out.checksum
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info = out.get_used_cache()
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stages = self.dvc.add(self.DATA_DIR)
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self.assertEqual(len(stages), 1)
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stage_dir = stages[0]
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self.assertTrue(stage_dir is not None)
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out_dir = stage_dir.outs[0]
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cache_dir = out_dir.cache_path
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name_dir = str(out_dir)
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md5_dir = out_dir.checksum
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info_dir = NamedCache.make(out_dir.scheme, md5_dir, name_dir)
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with self.cloud.repo.state:
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# Check status
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status = self.cloud.status(info, show_checksums=True)
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expected = {md5: {"name": md5, "status": STATUS_NEW}}
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self.assertEqual(status, expected)
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status_dir = self.cloud.status(info_dir, show_checksums=True)
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expected = {md5_dir: {"name": md5_dir, "status": STATUS_NEW}}
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self.assertEqual(status_dir, expected)
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# Push and check status
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self.cloud.push(info)
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self.assertTrue(os.path.exists(cache))
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self.assertTrue(os.path.isfile(cache))
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self.cloud.push(info_dir)
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self.assertTrue(os.path.isfile(cache_dir))
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status = self.cloud.status(info, show_checksums=True)
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expected = {md5: {"name": md5, "status": STATUS_OK}}
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self.assertEqual(status, expected)
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status_dir = self.cloud.status(info_dir, show_checksums=True)
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expected = {md5_dir: {"name": md5_dir, "status": STATUS_OK}}
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self.assertEqual(status_dir, expected)
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# Remove and check status
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shutil.rmtree(self.dvc.cache.local.cache_dir)
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status = self.cloud.status(info, show_checksums=True)
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expected = {md5: {"name": md5, "status": STATUS_DELETED}}
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self.assertEqual(status, expected)
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status_dir = self.cloud.status(info_dir, show_checksums=True)
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expected = {md5_dir: {"name": md5_dir, "status": STATUS_DELETED}}
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self.assertEqual(status_dir, expected)
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# Pull and check status
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self.cloud.pull(info)
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self.assertTrue(os.path.exists(cache))
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self.assertTrue(os.path.isfile(cache))
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with open(cache, "r") as fd:
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self.assertEqual(fd.read(), self.FOO_CONTENTS)
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self.cloud.pull(info_dir)
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self.assertTrue(os.path.isfile(cache_dir))
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status = self.cloud.status(info, show_checksums=True)
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expected = {md5: {"name": md5, "status": STATUS_OK}}
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self.assertEqual(status, expected)
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status_dir = self.cloud.status(info_dir, show_checksums=True)
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expected = {md5_dir: {"name": md5_dir, "status": STATUS_OK}}
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self.assertTrue(status_dir, expected)
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def test(self):
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self._ensure_should_run()
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self._test_cloud()
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class TestRemoteS3(TestDataCloudBase):
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def _should_test(self):
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return S3.should_test()
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def _get_url(self):
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return S3.get_url()
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def _get_cloud_class(self):
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return RemoteS3
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class TestRemoteGDrive(TestDataCloudBase):
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def _should_test(self):
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return GDrive.should_test()
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def _setup_cloud(self):
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self._ensure_should_run()
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repo = self._get_url()
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config = copy.deepcopy(TEST_CONFIG)
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config[TEST_SECTION][Config.SECTION_REMOTE_URL] = repo
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config[TEST_SECTION][
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Config.SECTION_GDRIVE_CLIENT_ID
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] = TEST_GDRIVE_CLIENT_ID
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config[TEST_SECTION][
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Config.SECTION_GDRIVE_CLIENT_SECRET
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] = TEST_GDRIVE_CLIENT_SECRET
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self.dvc.config.config = config
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self.cloud = DataCloud(self.dvc)
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self.assertIsInstance(self.cloud.get_remote(), self._get_cloud_class())
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def _get_url(self):
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return GDrive.get_url()
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def _get_cloud_class(self):
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return RemoteGDrive
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class TestRemoteGS(TestDataCloudBase):
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def _should_test(self):
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return _should_test_gcp()
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def _setup_cloud(self):
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self._ensure_should_run()
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repo = self._get_url()
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config = copy.deepcopy(TEST_CONFIG)
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config[TEST_SECTION][Config.SECTION_REMOTE_URL] = repo
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config[TEST_SECTION][
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Config.SECTION_GCP_CREDENTIALPATH
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] = TEST_GCP_CREDS_FILE
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self.dvc.config.config = config
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self.cloud = DataCloud(self.dvc)
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self.assertIsInstance(self.cloud.get_remote(), self._get_cloud_class())
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def _get_url(self):
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return get_gcp_url()
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def _get_cloud_class(self):
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return RemoteGS
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class TestRemoteAZURE(TestDataCloudBase):
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def _should_test(self):
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return Azure.should_test()
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def _get_url(self):
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return Azure.get_url()
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def _get_cloud_class(self):
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return RemoteAZURE
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class TestRemoteOSS(TestDataCloudBase):
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def _should_test(self):
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return OSS.should_test()
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def _get_url(self):
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return OSS.get_url()
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def _get_cloud_class(self):
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return RemoteOSS
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class TestRemoteLOCAL(TestDataCloudBase):
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def _should_test(self):
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return True
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def _get_url(self):
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self.dname = get_local_url()
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return self.dname
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def _get_cloud_class(self):
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return RemoteLOCAL
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def test(self):
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super().test()
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self.assertTrue(os.path.isdir(self.dname))
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@pytest.mark.usefixtures("ssh_server")
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class TestRemoteSSHMocked(TestDataCloudBase):
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@pytest.fixture(autouse=True)
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def setup_method_fixture(self, request, ssh_server):
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self.ssh_server = ssh_server
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self.method_name = request.function.__name__
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def _setup_cloud(self):
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self._ensure_should_run()
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repo = self._get_url()
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keyfile = self._get_keyfile()
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config = copy.deepcopy(TEST_CONFIG)
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config[TEST_SECTION][Config.SECTION_REMOTE_URL] = repo
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config[TEST_SECTION][Config.SECTION_REMOTE_KEY_FILE] = keyfile
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config[TEST_SECTION][Config.SECTION_REMOTE_NO_TRAVERSE] = False
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self.dvc.config.config = config
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self.cloud = DataCloud(self.dvc)
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self.assertIsInstance(self.cloud.get_remote(), self._get_cloud_class())
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def _get_url(self):
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user = self.ssh_server.test_creds["username"]
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return get_ssh_url_mocked(user, self.ssh_server.port)
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def _get_keyfile(self):
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return self.ssh_server.test_creds["key_filename"]
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def _should_test(self):
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return True
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def _get_cloud_class(self):
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return RemoteSSH
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class TestRemoteHDFS(TestDataCloudBase):
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def _should_test(self):
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return _should_test_hdfs()
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def _get_url(self):
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return get_hdfs_url()
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def _get_cloud_class(self):
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return RemoteHDFS
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class TestDataCloudCLIBase(TestDvc):
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def main(self, args):
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ret = main(args)
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self.assertEqual(ret, 0)
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def _test_cloud(self, remote=None):
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args = ["-v", "-j", "2"]
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if remote:
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args += ["-r", remote]
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else:
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args += []
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stages = self.dvc.add(self.FOO)
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self.assertEqual(len(stages), 1)
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stage = stages[0]
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self.assertTrue(stage is not None)
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cache = stage.outs[0].cache_path
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stages = self.dvc.add(self.DATA_DIR)
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self.assertEqual(len(stages), 1)
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stage_dir = stages[0]
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self.assertTrue(stage_dir is not None)
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cache_dir = stage_dir.outs[0].cache_path
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# FIXME check status output
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self.main(["push"] + args)
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self.assertTrue(os.path.exists(cache))
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self.assertTrue(os.path.isfile(cache))
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self.assertTrue(os.path.isfile(cache_dir))
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shutil.rmtree(self.dvc.cache.local.cache_dir)
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self.main(["fetch"] + args)
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self.assertTrue(os.path.exists(cache))
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self.assertTrue(os.path.isfile(cache))
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self.assertTrue(os.path.isfile(cache_dir))
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self.main(["pull"] + args)
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self.assertTrue(os.path.exists(cache))
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self.assertTrue(os.path.isfile(cache))
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self.assertTrue(os.path.isfile(cache_dir))
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self.assertTrue(os.path.isfile(self.FOO))
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self.assertTrue(os.path.isdir(self.DATA_DIR))
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with open(cache, "r") as fd:
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self.assertEqual(fd.read(), self.FOO_CONTENTS)
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self.assertTrue(os.path.isfile(cache_dir))
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# NOTE: check if remote gc works correctly on directories
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self.main(["gc", "-c", "-f"] + args)
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shutil.move(
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self.dvc.cache.local.cache_dir,
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self.dvc.cache.local.cache_dir + ".back",
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)
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self.main(["fetch"] + args)
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self.main(["pull", "-f"] + args)
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self.assertTrue(os.path.exists(cache))
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self.assertTrue(os.path.isfile(cache))
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self.assertTrue(os.path.isfile(cache_dir))
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self.assertTrue(os.path.isfile(self.FOO))
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self.assertTrue(os.path.isdir(self.DATA_DIR))
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def _should_test(self):
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return True
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def _test(self):
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pass
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def test(self):
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if not self._should_test():
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raise SkipTest(
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"Test {} is disabled".format(self.__class__.__name__)
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)
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self._test()
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class TestRemoteLOCALCLI(TestDataCloudCLIBase):
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def _test(self):
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url = get_local_url()
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self.main(["remote", "add", TEST_REMOTE, url])
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self._test_cloud(TEST_REMOTE)
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class TestRemoteHDFSCLI(TestDataCloudCLIBase):
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def _should_test(self):
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return _should_test_hdfs()
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def _test(self):
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url = get_hdfs_url()
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self.main(["remote", "add", TEST_REMOTE, url])
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self._test_cloud(TEST_REMOTE)
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class TestRemoteS3CLI(TestDataCloudCLIBase):
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def _should_test(self):
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return S3.should_test()
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def _test(self):
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url = S3.get_url()
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self.main(["remote", "add", TEST_REMOTE, url])
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self._test_cloud(TEST_REMOTE)
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class TestRemoteGDriveCLI(TestDataCloudCLIBase):
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def _should_test(self):
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return GDrive.should_test()
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def _test(self):
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url = GDrive.get_url()
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self.main(["remote", "add", TEST_REMOTE, url])
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self.main(
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[
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"remote",
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"modify",
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TEST_REMOTE,
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Config.SECTION_GDRIVE_CLIENT_ID,
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TEST_GDRIVE_CLIENT_ID,
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]
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)
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self.main(
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[
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"remote",
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"modify",
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TEST_REMOTE,
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Config.SECTION_GDRIVE_CLIENT_SECRET,
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TEST_GDRIVE_CLIENT_SECRET,
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]
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)
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self._test_cloud(TEST_REMOTE)
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class TestRemoteGSCLI(TestDataCloudCLIBase):
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def _should_test(self):
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return _should_test_gcp()
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def _test(self):
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url = get_gcp_url()
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self.main(["remote", "add", TEST_REMOTE, url])
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self.main(
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[
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"remote",
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"modify",
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TEST_REMOTE,
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"credentialpath",
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TEST_GCP_CREDS_FILE,
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]
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)
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self._test_cloud(TEST_REMOTE)
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class TestRemoteAZURECLI(TestDataCloudCLIBase):
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def _should_test(self):
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return Azure.should_test()
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def _test(self):
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url = Azure.get_url()
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self.main(["remote", "add", TEST_REMOTE, url])
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self._test_cloud(TEST_REMOTE)
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class TestRemoteOSSCLI(TestDataCloudCLIBase):
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def _should_test(self):
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return OSS.should_test()
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def _test(self):
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url = OSS.get_url()
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self.main(["remote", "add", TEST_REMOTE, url])
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self._test_cloud(TEST_REMOTE)
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class TestDataCloudErrorCLI(TestDvc):
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def main_fail(self, args):
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ret = main(args)
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self.assertNotEqual(ret, 0)
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def test_error(self):
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f = "non-existing-file"
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self.main_fail(["status", "-c", f])
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self.main_fail(["push", f])
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self.main_fail(["pull", f])
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self.main_fail(["fetch", f])
|
|
|
|
|
|
class TestWarnOnOutdatedStage(TestDvc):
|
|
def main(self, args):
|
|
ret = main(args)
|
|
self.assertEqual(ret, 0)
|
|
|
|
def _test(self):
|
|
url = get_local_url()
|
|
self.main(["remote", "add", "-d", TEST_REMOTE, url])
|
|
|
|
stage = self.dvc.run(outs=["bar"], cmd="echo bar > bar")
|
|
self.main(["push"])
|
|
|
|
stage_file_path = stage.relpath
|
|
content = load_stage_file(stage_file_path)
|
|
del content["outs"][0]["md5"]
|
|
dump_stage_file(stage_file_path, content)
|
|
|
|
with self._caplog.at_level(logging.WARNING, logger="dvc"):
|
|
self._caplog.clear()
|
|
self.main(["status", "-c"])
|
|
expected_warning = (
|
|
"Output 'bar'(Stage: 'bar.dvc') is missing version info."
|
|
" Cache for it will not be collected."
|
|
" Use dvc repro to get your pipeline up to date."
|
|
)
|
|
|
|
assert expected_warning in self._caplog.text
|
|
|
|
def test(self):
|
|
self._test()
|
|
|
|
|
|
class TestRecursiveSyncOperations(TestDataCloudBase):
|
|
def main(self, args):
|
|
ret = main(args)
|
|
self.assertEqual(ret, 0)
|
|
|
|
def _get_url(self):
|
|
self.dname = get_local_url()
|
|
return self.dname
|
|
|
|
def _should_test(self):
|
|
return True
|
|
|
|
def _get_cloud_class(self):
|
|
return RemoteLOCAL
|
|
|
|
def _prepare_repo(self):
|
|
remote = self.cloud.get_remote()
|
|
self.main(["remote", "add", "-d", TEST_REMOTE, remote.cache_dir])
|
|
|
|
self.dvc.add(self.DATA)
|
|
self.dvc.add(self.DATA_SUB)
|
|
|
|
def _remove_local_data_files(self):
|
|
os.remove(self.DATA)
|
|
os.remove(self.DATA_SUB)
|
|
|
|
def _test_recursive_pull(self):
|
|
self._remove_local_data_files()
|
|
self._clear_local_cache()
|
|
|
|
self.assertFalse(os.path.exists(self.DATA))
|
|
self.assertFalse(os.path.exists(self.DATA_SUB))
|
|
|
|
self.main(["pull", "-R", self.DATA_DIR])
|
|
|
|
self.assertTrue(os.path.exists(self.DATA))
|
|
self.assertTrue(os.path.exists(self.DATA_SUB))
|
|
|
|
def _clear_local_cache(self):
|
|
shutil.rmtree(self.dvc.cache.local.cache_dir)
|
|
|
|
def _test_recursive_fetch(self, data_md5, data_sub_md5):
|
|
self._clear_local_cache()
|
|
|
|
local_cache_data_path = self.dvc.cache.local.get(data_md5)
|
|
local_cache_data_sub_path = self.dvc.cache.local.get(data_sub_md5)
|
|
|
|
self.assertFalse(os.path.exists(local_cache_data_path))
|
|
self.assertFalse(os.path.exists(local_cache_data_sub_path))
|
|
|
|
self.main(["fetch", "-R", self.DATA_DIR])
|
|
|
|
self.assertTrue(os.path.exists(local_cache_data_path))
|
|
self.assertTrue(os.path.exists(local_cache_data_sub_path))
|
|
|
|
def _test_recursive_push(self, data_md5, data_sub_md5):
|
|
remote = self.cloud.get_remote()
|
|
cloud_data_path = remote.get(data_md5)
|
|
cloud_data_sub_path = remote.get(data_sub_md5)
|
|
|
|
self.assertFalse(os.path.exists(cloud_data_path))
|
|
self.assertFalse(os.path.exists(cloud_data_sub_path))
|
|
|
|
self.main(["push", "-R", self.DATA_DIR])
|
|
|
|
self.assertTrue(os.path.exists(cloud_data_path))
|
|
self.assertTrue(os.path.exists(cloud_data_sub_path))
|
|
|
|
def test(self):
|
|
self._setup_cloud()
|
|
self._prepare_repo()
|
|
|
|
data_md5 = file_md5(self.DATA)[0]
|
|
data_sub_md5 = file_md5(self.DATA_SUB)[0]
|
|
|
|
self._test_recursive_push(data_md5, data_sub_md5)
|
|
|
|
self._test_recursive_fetch(data_md5, data_sub_md5)
|
|
|
|
self._test_recursive_pull()
|
|
|
|
|
|
class TestCheckSumRecalculation(TestDvc):
|
|
def test(self):
|
|
test_get_file_checksum = spy(RemoteLOCAL.get_file_checksum)
|
|
with patch.object(
|
|
RemoteLOCAL, "get_file_checksum", test_get_file_checksum
|
|
):
|
|
url = get_local_url()
|
|
ret = main(["remote", "add", "-d", TEST_REMOTE, url])
|
|
self.assertEqual(ret, 0)
|
|
ret = main(["config", "cache.type", "hardlink"])
|
|
self.assertEqual(ret, 0)
|
|
ret = main(["add", self.FOO])
|
|
self.assertEqual(ret, 0)
|
|
ret = main(["push"])
|
|
self.assertEqual(ret, 0)
|
|
ret = main(["run", "-d", self.FOO, "echo foo"])
|
|
self.assertEqual(ret, 0)
|
|
self.assertEqual(test_get_file_checksum.mock.call_count, 1)
|
|
|
|
|
|
class TestShouldWarnOnNoChecksumInLocalAndRemoteCache(TestDvc):
|
|
def setUp(self):
|
|
super().setUp()
|
|
|
|
cache_dir = self.mkdtemp()
|
|
ret = main(["add", self.FOO])
|
|
self.assertEqual(0, ret)
|
|
|
|
ret = main(["add", self.BAR])
|
|
self.assertEqual(0, ret)
|
|
|
|
# purge cache
|
|
shutil.rmtree(self.dvc.cache.local.cache_dir)
|
|
|
|
ret = main(["remote", "add", "remote_name", "-d", cache_dir])
|
|
self.assertEqual(0, ret)
|
|
|
|
checksum_foo = file_md5(self.FOO)[0]
|
|
checksum_bar = file_md5(self.BAR)[0]
|
|
self.message_header = (
|
|
"Some of the cache files do not exist neither locally "
|
|
"nor on remote. Missing cache files: "
|
|
)
|
|
self.message_bar_part = "name: {}, md5: {}".format(
|
|
self.BAR, checksum_bar
|
|
)
|
|
self.message_foo_part = "name: {}, md5: {}".format(
|
|
self.FOO, checksum_foo
|
|
)
|
|
|
|
def test(self):
|
|
self._caplog.clear()
|
|
main(["push"])
|
|
assert self.message_header in self._caplog.text
|
|
assert self.message_foo_part in self._caplog.text
|
|
assert self.message_bar_part in self._caplog.text
|
|
|
|
self._caplog.clear()
|
|
main(["pull"])
|
|
assert self.message_header in self._caplog.text
|
|
assert self.message_foo_part in self._caplog.text
|
|
assert self.message_bar_part in self._caplog.text
|
|
|
|
self._caplog.clear()
|
|
main(["status", "-c"])
|
|
assert self.message_header in self._caplog.text
|
|
assert self.message_foo_part in self._caplog.text
|
|
assert self.message_bar_part in self._caplog.text
|