def test_resolve_connections_with_invalid_config(self):
fpath = tempfile.mkdtemp()
AgentManager.CONFIG_PATH = fpath
secret1 = V1K8sResourceType(
name="secret1",
schema=V1K8sResourceSchema(name="secret1"),
is_requested=True,
)
secret2 = V1K8sResourceType(
name="secret2",
schema=V1K8sResourceSchema(name="secret2"),
is_requested=True,
)
artifacts_store = V1ConnectionType(
name="test_s3",
kind=V1ConnectionKind.S3,
schema=V1BucketConnection(bucket="s3//:foo"),
secret=secret1.schema,
)
connection1 = V1ConnectionType(
name="connection1",
kind=V1ConnectionKind.REGISTRY,
schema=V1HostConnection(url="localhost:5000"),
secret=secret2.schema,
)
connection2 = V1ConnectionType(
name="connection2", kind=V1ConnectionKind.REGISTRY,
)
settings.AGENT_CONFIG = AgentConfig(
namespace="foo",
artifacts_store=artifacts_store,
connections=[connection1, connection2],
)
resolver = BaseResolver(
run=None,
compiled_operation=self.compiled_operation,
owner_name="user",
project_name="p1",
project_uuid=None,
run_name="j1",
run_uuid=None,
run_path="test",
params=None,
)
resolver.resolve_connections()
assert resolver.namespace == "foo"
assert resolver.connection_by_names == {
artifacts_store.name: artifacts_store,
connection1.name: connection1,
connection2.name: connection2,
}
assert resolver.artifacts_store == artifacts_store
assert resolver.polyaxon_sidecar == get_default_sidecar_container()
assert resolver.polyaxon_init == get_default_init_container()
resolver.resolve_artifacts_lineage()
assert len(resolver.artifacts) == 3
def resolve(self,
compiled_operation: V1CompiledOperation,
agent_config: AgentConfig = None):
agent_config = agent_config or settings.AGENT_CONFIG
if not agent_config:
raise PolyaxonCompilerError("Polypod is not configured.")
self._resolve_run_connections(compiled_operation=compiled_operation,
agent_config=agent_config)
self.artifacts_store = agent_config.artifacts_store
self.secrets = agent_config.secrets
self.config_maps = agent_config.config_maps
self.polyaxon_sidecar = agent_config.sidecar or get_default_sidecar_container(
)
self.polyaxon_init = agent_config.init or get_default_init_container()
self.namespace = agent_config.namespace
def test_resolve_connections_with_invalid_config(self):
fpath = tempfile.mkdtemp()
AgentManager.CONFIG_PATH = fpath
secret1 = V1K8sResourceType(
name="secret1",
schema=V1K8sResourceSchema(name="secret1"),
is_requested=True,
)
secret2 = V1K8sResourceType(
name="secret2",
schema=V1K8sResourceSchema(name="secret2"),
is_requested=True,
)
connection1 = V1ConnectionType(
name="test_s3",
kind=V1ConnectionKind.S3,
schema=V1BucketConnection(bucket="s3//:foo"),
secret=secret1.schema,
)
connection2 = V1ConnectionType(
name="test_gcs",
kind=V1ConnectionKind.GCS,
schema=V1BucketConnection(bucket="gcs//:foo"),
secret=secret1.schema,
)
connection3 = V1ConnectionType(
name="test_wasb",
kind=V1ConnectionKind.WASB,
schema=V1BucketConnection(bucket="wasbs//:foo"),
secret=secret2.schema,
)
settings.AGENT_CONFIG = AgentConfig(
namespace="foo",
artifacts_store=connection1,
connections=[connection2, connection3],
)
resolver = BaseResolver(
run=None,
compiled_operation=self.compiled_operation,
owner_name="user",
project_name="p1",
project_uuid=None,
run_name="j1",
run_uuid=None,
run_path="test",
params=None,
)
resolver.resolve_connections()
assert resolver.namespace == "foo"
assert resolver.connection_by_names == {connection1.name: connection1}
assert resolver.artifacts_store == connection1
assert [s.schema
for s in resolver.secrets] == [secret1.schema, secret2.schema]
assert resolver.polyaxon_sidecar == get_default_sidecar_container()
assert resolver.polyaxon_init == get_default_init_container()
# Add run spec to resolve connections
compiled_operation = V1CompiledOperation.read({
"version": 1.1,
"kind": kinds.COMPILED_OPERATION,
"plugins": {
"auth": False,
"shm": False,
"collectLogs": False,
"collectArtifacts": False,
"collectResources": False,
},
"run": {
"kind": V1RunKind.JOB,
"container": {
"image": "test"
},
"connections": {connection3.name},
},
})
resolver = BaseResolver(
run=None,
compiled_operation=compiled_operation,
owner_name="user",
project_name="p1",
project_uuid=None,
run_name="j1",
run_uuid=None,
run_path="test",
params=None,
)
resolver.resolve_connections()
assert resolver.namespace == "foo"
assert resolver.connection_by_names == {
connection1.name: connection1,
connection3.name: connection3,
}
assert [s.schema
for s in resolver.secrets] == [secret1.schema, secret2.schema]
assert resolver.artifacts_store == connection1
assert resolver.polyaxon_sidecar == get_default_sidecar_container()
assert resolver.polyaxon_init == get_default_init_container()
# Add run spec to resolve connections
compiled_operation = V1CompiledOperation.read({
"version": 1.1,
"kind": kinds.COMPILED_OPERATION,
"plugins": {
"auth": False,
"shm": False,
"collectLogs": False,
"collectArtifacts": False,
"collectResources": False,
},
"run": {
"kind": V1RunKind.JOB,
"container": {
"image": "test"
},
"connections": {
connection1.name,
connection2.name,
connection3.name,
},
},
})
resolver = BaseResolver(
run=None,
compiled_operation=compiled_operation,
owner_name="user",
project_name="p1",
project_uuid=None,
run_name="j1",
run_uuid=None,
run_path="test",
params=None,
)
resolver.resolve_connections()
assert resolver.namespace == "foo"
assert resolver.connection_by_names == {
connection3.name: connection3,
connection2.name: connection2,
connection1.name: connection1,
}
assert [s.schema
for s in resolver.secrets] == [secret1.schema, secret2.schema]
assert resolver.artifacts_store == connection1
assert resolver.polyaxon_sidecar == get_default_sidecar_container()
assert resolver.polyaxon_init == get_default_init_container()
def get_default_value():
return get_default_sidecar_container(schema=False)