def test_upload_multiple_flows_to_gcs(self, google_client):
blob_mock = MagicMock()
bucket_mock = MagicMock(blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(
return_value=bucket_mock)
storage = GCS(bucket="awesome-bucket")
flows = (Flow("awesome-flow-1"), Flow("awesome-flow-2"))
for f in flows:
storage.add_flow(f)
assert storage.build()
assert bucket_mock.blob.call_count == 2
assert blob_mock.upload_from_string.call_count == 2
expected_blob_calls = []
expected_upload_calls = []
for f in flows:
expected_blob_calls.append(call(blob_name=storage.flows[f.name]))
expected_upload_calls.append(call(flow_to_bytes_pickle(f)))
# note, we don't upload until build() is called, which iterates on a dictionary, which is not ordered older versions of python
bucket_mock.blob.assert_has_calls(expected_blob_calls, any_order=True)
blob_mock.upload_from_string.assert_has_calls(expected_upload_calls,
any_order=True)
def test_add_duplicate_flow_to_gcs(self):
storage = GCS(bucket="awesome-bucket")
f = Flow("awesome-flow")
assert storage.add_flow(f)
with pytest.raises(ValueError):
storage.add_flow(f)
def test_get_flow_from_gcs_as_file(self, google_client):
f1 = Flow("flow-1")
f2 = Flow("flow-2")
flow_content = textwrap.dedent("""
from prefect import Flow
f1 = Flow('flow-1')
f2 = Flow('flow-2')
""")
blob_mock = MagicMock(download_as_bytes=MagicMock(
return_value=flow_content))
bucket_mock = MagicMock(get_blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(
return_value=bucket_mock)
storage = GCS(bucket="awesome-bucket",
key="a-place",
stored_as_script=True)
storage.add_flow(f1)
storage.add_flow(f2)
assert storage.get_flow(f1.name).name == f1.name
assert storage.get_flow(f2.name).name == f2.name
bucket_mock.get_blob.assert_called_with("a-place")
assert blob_mock.download_as_bytes.call_count == 2
def test_upload_script_if_path(self, google_client, tmpdir):
blob_mock = MagicMock()
bucket_mock = MagicMock(blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(
return_value=bucket_mock)
with open(f"{tmpdir}/flow.py", "w") as tmpfile:
tmpfile.write("foo")
storage = GCS(
bucket="awesome-bucket",
stored_as_script=True,
local_script_path=f"{tmpdir}/flow.py",
key="key",
)
f = Flow("awesome-flow")
assert f.name not in storage
assert storage.add_flow(f)
assert f.name in storage
assert storage.build()
bucket_mock.blob.assert_called_with(blob_name=storage.flows[f.name])
blob_mock.upload_from_file.called
assert blob_mock.upload_from_file.call_args[0]
def test_get_flow_from_gcs_as_file(self, google_client):
f = Flow("awesome-flow")
flow_content = """from prefect import Flow\nf=Flow('awesome-flow')"""
blob_mock = MagicMock(download_as_bytes=MagicMock(return_value=flow_content))
bucket_mock = MagicMock(get_blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(return_value=bucket_mock)
storage = GCS(bucket="awesome-bucket", key="a-place", stored_as_script=True)
storage.add_flow(f)
fetched_flow = storage.get_flow("a-place")
assert fetched_flow.name == f.name
bucket_mock.get_blob.assert_called_with("a-place")
assert blob_mock.download_as_bytes.call_count == 1
def test_get_flow_from_gcs(self, google_client):
f = Flow("awesome-flow")
flow_content = flow_to_bytes_pickle(f)
blob_mock = MagicMock(download_as_bytes=MagicMock(
return_value=flow_content))
bucket_mock = MagicMock(get_blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(
return_value=bucket_mock)
storage = GCS(bucket="awesome-bucket", key="a-place")
storage.add_flow(f)
fetched_flow = storage.get_flow(f.name)
assert fetched_flow.name == f.name
bucket_mock.get_blob.assert_called_with("a-place")
assert blob_mock.download_as_bytes.call_count == 1
def test_add_flow_to_gcs(self):
storage = GCS(bucket="awesome-bucket")
f = Flow("awesome-flow")
assert f.name not in storage
key = storage.add_flow(f)
# ensures that our auto-generation of key name
# is Windows compatible
assert key.startswith("awesome-flow/")
assert f.name in storage
def test_add_multiple_flows_to_gcs(self):
storage = GCS(bucket="awesome-bucket")
flows = (Flow("awesome-flow-1"), Flow("awesome-flow-2"))
for f in flows:
assert f.name not in storage
assert storage.add_flow(f)
assert f.name in storage
assert len(storage.flows) == 2
assert len(storage._flows) == 2
def test_upload_single_flow_with_custom_key_to_gcs(self, google_client):
blob_mock = MagicMock()
bucket_mock = MagicMock(blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(return_value=bucket_mock)
storage = GCS(bucket="awesome-bucket", key="the-best-key")
f = Flow("awesome-flow")
assert f.name not in storage
assert storage.add_flow(f)
assert f.name in storage
assert storage.build()
bucket_mock.blob.assert_called_with(blob_name="the-best-key")
blob_mock.upload_from_string.assert_called_with(cloudpickle.dumps(f))
def test_upload_single_flow_to_gcs(self, google_client):
blob_mock = MagicMock()
bucket_mock = MagicMock(blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(
return_value=bucket_mock)
storage = GCS(bucket="awesome-bucket")
f = Flow("awesome-flow")
assert f.name not in storage
assert storage.add_flow(f)
assert f.name in storage
assert storage.build()
bucket_mock.blob.assert_called_with(blob_name=storage.flows[f.name])
blob_mock.upload_from_string.assert_called_with(
flow_to_bytes_pickle(f))
def test_put_get_and_run_single_flow_to_gcs(self, google_client):
blob_mock = MagicMock()
bucket_mock = MagicMock(blob=MagicMock(return_value=blob_mock))
google_client.return_value.get_bucket = MagicMock(return_value=bucket_mock)
storage = GCS(bucket="awesome-bucket")
f = Flow("awesome-flow")
assert f.name not in storage
assert storage.add_flow(f)
assert f.name in storage
assert storage.build()
flow_as_bytes = blob_mock.upload_from_string.call_args[0][0]
new_flow = cloudpickle.loads(flow_as_bytes)
assert new_flow.name == "awesome-flow"
state = new_flow.run()
assert state.is_successful()
