mirror of
https://github.com/wassname/ray.git
synced 2026-07-08 08:47:49 +08:00
[xlang] Cross language serialization for ActorHandle (#10335)
This commit is contained in:
@@ -2,6 +2,7 @@ package io.ray.runtime.object;
|
||||
|
||||
import com.google.protobuf.InvalidProtocolBufferException;
|
||||
import io.ray.api.id.ObjectId;
|
||||
import io.ray.runtime.actor.NativeActorHandle;
|
||||
import io.ray.runtime.exception.RayActorException;
|
||||
import io.ray.runtime.exception.RayTaskException;
|
||||
import io.ray.runtime.exception.RayWorkerException;
|
||||
@@ -35,6 +36,10 @@ public class ObjectSerializer {
|
||||
public static final byte[] OBJECT_METADATA_TYPE_JAVA = "JAVA".getBytes();
|
||||
public static final byte[] OBJECT_METADATA_TYPE_PYTHON = "PYTHON".getBytes();
|
||||
public static final byte[] OBJECT_METADATA_TYPE_RAW = "RAW".getBytes();
|
||||
// A constant used as object metadata to indicate the object is an actor handle.
|
||||
// This value should be synchronized with the Python definition in ray_constants.py
|
||||
// TODO(fyrestone): Serialize the ActorHandle via the custom type feature of XLANG.
|
||||
public static final byte[] OBJECT_METADATA_TYPE_ACTOR_HANDLE = "ACTOR_HANDLE".getBytes();
|
||||
|
||||
// When an outer object is being serialized, the nested ObjectRefs are all
|
||||
// serialized and the writeExternal method of the nested ObjectRefs are
|
||||
@@ -86,6 +91,9 @@ public class ObjectSerializer {
|
||||
"Can't deserialize RayTaskException object: " + objectId
|
||||
.toString());
|
||||
}
|
||||
} else if (Arrays.equals(meta, OBJECT_METADATA_TYPE_ACTOR_HANDLE)) {
|
||||
byte[] serialized = Serializer.decode(data, byte[].class);
|
||||
return NativeActorHandle.fromBytes(serialized);
|
||||
} else if (Arrays.equals(meta, OBJECT_METADATA_TYPE_PYTHON)) {
|
||||
throw new IllegalArgumentException("Can't deserialize Python object: " + objectId
|
||||
.toString());
|
||||
@@ -129,6 +137,13 @@ public class ObjectSerializer {
|
||||
// Only OBJECT_METADATA_TYPE_RAW is raw bytes,
|
||||
// any other type should be the MessagePack serialized bytes.
|
||||
return new NativeRayObject(serializedBytes, TASK_EXECUTION_EXCEPTION_META);
|
||||
} else if (object instanceof NativeActorHandle) {
|
||||
NativeActorHandle actorHandle = (NativeActorHandle)object;
|
||||
byte[] serializedBytes = Serializer.encode(actorHandle.toBytes()).getLeft();
|
||||
// serializedBytes is MessagePack serialized bytes
|
||||
// Only OBJECT_METADATA_TYPE_RAW is raw bytes,
|
||||
// any other type should be the MessagePack serialized bytes.
|
||||
return new NativeRayObject(serializedBytes, OBJECT_METADATA_TYPE_ACTOR_HANDLE);
|
||||
} else {
|
||||
try {
|
||||
Pair<byte[], Boolean> serialized = Serializer.encode(object);
|
||||
|
||||
@@ -48,7 +48,8 @@ public class ArgumentsBuilder {
|
||||
if (language != Language.JAVA) {
|
||||
boolean isCrossData =
|
||||
Arrays.equals(value.metadata, ObjectSerializer.OBJECT_METADATA_TYPE_CROSS_LANGUAGE) ||
|
||||
Arrays.equals(value.metadata, ObjectSerializer.OBJECT_METADATA_TYPE_RAW);
|
||||
Arrays.equals(value.metadata, ObjectSerializer.OBJECT_METADATA_TYPE_RAW) ||
|
||||
Arrays.equals(value.metadata, ObjectSerializer.OBJECT_METADATA_TYPE_ACTOR_HANDLE);
|
||||
if (!isCrossData) {
|
||||
throw new IllegalArgumentException(String.format("Can't transfer %s data to %s",
|
||||
Arrays.toString(value.metadata), language.getValueDescriptor().getName()));
|
||||
|
||||
@@ -167,23 +167,21 @@ public class CrossLanguageInvocationTest extends BaseMultiLanguageTest {
|
||||
// Create a java actor, and pass actor handle to python.
|
||||
ActorHandle<TestActor> javaActor = Ray.actor(TestActor::new, "1".getBytes()).remote();
|
||||
Preconditions.checkState(javaActor instanceof NativeActorHandle);
|
||||
byte[] actorHandleBytes = ((NativeActorHandle) javaActor).toBytes();
|
||||
ObjectRef<byte[]> res = Ray.task(
|
||||
PyFunction.of(PYTHON_MODULE,
|
||||
"py_func_call_java_actor_from_handle",
|
||||
byte[].class),
|
||||
actorHandleBytes).remote();
|
||||
javaActor).remote();
|
||||
Assert.assertEquals(res.get(), "12".getBytes());
|
||||
// Create a python actor, and pass actor handle to python.
|
||||
PyActorHandle pyActor = Ray.actor(
|
||||
PyActorClass.of(PYTHON_MODULE, "Counter"), "1".getBytes()).remote();
|
||||
Preconditions.checkState(pyActor instanceof NativeActorHandle);
|
||||
actorHandleBytes = ((NativeActorHandle) pyActor).toBytes();
|
||||
res = Ray.task(
|
||||
PyFunction.of(PYTHON_MODULE,
|
||||
"py_func_call_python_actor_from_handle",
|
||||
byte[].class),
|
||||
actorHandleBytes).remote();
|
||||
pyActor).remote();
|
||||
Assert.assertEquals(res.get(), "3".getBytes());
|
||||
}
|
||||
|
||||
@@ -301,9 +299,8 @@ public class CrossLanguageInvocationTest extends BaseMultiLanguageTest {
|
||||
return l;
|
||||
}
|
||||
|
||||
public static byte[] callPythonActorHandle(byte[] value) {
|
||||
public static byte[] callPythonActorHandle(PyActorHandle actor) {
|
||||
// This function will be called from test_cross_language_invocation.py
|
||||
NativePyActorHandle actor = (NativePyActorHandle) NativeActorHandle.fromBytes(value);
|
||||
ObjectRef<byte[]> res = actor.task(
|
||||
PyActorMethod.of("increase", byte[].class),
|
||||
"1".getBytes()).remote();
|
||||
|
||||
@@ -59,17 +59,13 @@ def py_func_call_java_actor(value):
|
||||
|
||||
|
||||
@ray.remote
|
||||
def py_func_call_java_actor_from_handle(value):
|
||||
assert isinstance(value, bytes)
|
||||
actor_handle = ray.actor.ActorHandle._deserialization_helper(value)
|
||||
def py_func_call_java_actor_from_handle(actor_handle):
|
||||
r = actor_handle.concat.remote(b"2")
|
||||
return ray.get(r)
|
||||
|
||||
|
||||
@ray.remote
|
||||
def py_func_call_python_actor_from_handle(value):
|
||||
assert isinstance(value, bytes)
|
||||
actor_handle = ray.actor.ActorHandle._deserialization_helper(value)
|
||||
def py_func_call_python_actor_from_handle(actor_handle):
|
||||
r = actor_handle.increase.remote(2)
|
||||
return ray.get(r)
|
||||
|
||||
@@ -79,7 +75,7 @@ def py_func_pass_python_actor_handle():
|
||||
counter = Counter.remote(2)
|
||||
f = ray.java_function("io.ray.test.CrossLanguageInvocationTest",
|
||||
"callPythonActorHandle")
|
||||
r = f.remote(counter._serialization_helper()[0])
|
||||
r = f.remote(counter)
|
||||
return ray.get(r)
|
||||
|
||||
|
||||
|
||||
@@ -297,7 +297,8 @@ cdef prepare_args(
|
||||
if language != Language.PYTHON:
|
||||
if metadata not in [
|
||||
ray_constants.OBJECT_METADATA_TYPE_CROSS_LANGUAGE,
|
||||
ray_constants.OBJECT_METADATA_TYPE_RAW]:
|
||||
ray_constants.OBJECT_METADATA_TYPE_RAW,
|
||||
ray_constants.OBJECT_METADATA_TYPE_ACTOR_HANDLE]:
|
||||
raise Exception("Can't transfer {} data to {}".format(
|
||||
metadata, language))
|
||||
size = serialized_arg.total_bytes
|
||||
|
||||
@@ -436,15 +436,14 @@ cdef class MessagePackSerializedObject(SerializedObject):
|
||||
const uint8_t *msgpack_header_ptr
|
||||
const uint8_t *msgpack_data_ptr
|
||||
|
||||
def __init__(self, metadata, msgpack_data,
|
||||
def __init__(self, metadata, msgpack_data, contained_object_refs,
|
||||
SerializedObject nest_serialized_object=None):
|
||||
if nest_serialized_object:
|
||||
contained_object_refs = (
|
||||
contained_object_refs.extend(
|
||||
nest_serialized_object.contained_object_refs
|
||||
)
|
||||
total_bytes = nest_serialized_object.total_bytes
|
||||
else:
|
||||
contained_object_refs = []
|
||||
total_bytes = 0
|
||||
super(MessagePackSerializedObject, self).__init__(
|
||||
metadata,
|
||||
|
||||
@@ -193,6 +193,13 @@ OBJECT_METADATA_TYPE_PYTHON = b"PYTHON"
|
||||
# A constant used as object metadata to indicate the object is raw bytes.
|
||||
OBJECT_METADATA_TYPE_RAW = b"RAW"
|
||||
|
||||
# A constant used as object metadata to indicate the object is an actor handle.
|
||||
# This value should be synchronized with the Java definition in
|
||||
# ObjectSerializer.java
|
||||
# TODO(fyrestone): Serialize the ActorHandle via the custom type feature
|
||||
# of XLANG.
|
||||
OBJECT_METADATA_TYPE_ACTOR_HANDLE = b"ACTOR_HANDLE"
|
||||
|
||||
AUTOSCALER_RESOURCE_REQUEST_CHANNEL = b"autoscaler_resource_request"
|
||||
|
||||
# The default password to prevent redis port scanning attack.
|
||||
|
||||
@@ -250,6 +250,9 @@ class SerializationContext:
|
||||
if data is None:
|
||||
return b""
|
||||
return data.to_pybytes()
|
||||
elif metadata == ray_constants.OBJECT_METADATA_TYPE_ACTOR_HANDLE:
|
||||
obj = self._deserialize_msgpack_data(data, metadata)
|
||||
return actor_handle_deserializer(obj)
|
||||
# Otherwise, return an exception object based on
|
||||
# the error type.
|
||||
try:
|
||||
@@ -349,10 +352,20 @@ class SerializationContext:
|
||||
def _serialize_to_msgpack(self, value):
|
||||
# Only RayTaskError is possible to be serialized here. We don't
|
||||
# need to deal with other exception types here.
|
||||
contained_object_refs = []
|
||||
|
||||
if isinstance(value, RayTaskError):
|
||||
metadata = str(
|
||||
ErrorType.Value("TASK_EXECUTION_EXCEPTION")).encode("ascii")
|
||||
value = value.to_bytes()
|
||||
elif isinstance(value, ray.actor.ActorHandle):
|
||||
# TODO(fyresone): ActorHandle should be serialized via the
|
||||
# custom type feature of cross-language.
|
||||
serialized, actor_handle_id = value._serialization_helper()
|
||||
contained_object_refs.append(actor_handle_id)
|
||||
# Update ref counting for the actor handle
|
||||
metadata = ray_constants.OBJECT_METADATA_TYPE_ACTOR_HANDLE
|
||||
value = serialized
|
||||
else:
|
||||
metadata = ray_constants.OBJECT_METADATA_TYPE_CROSS_LANGUAGE
|
||||
|
||||
@@ -373,6 +386,7 @@ class SerializationContext:
|
||||
pickle5_serialized_object = None
|
||||
|
||||
return MessagePackSerializedObject(metadata, msgpack_data,
|
||||
contained_object_refs,
|
||||
pickle5_serialized_object)
|
||||
|
||||
def serialize(self, value):
|
||||
|
||||
Reference in New Issue
Block a user