Basic protos for ray client (#11762)

python/ray/experimental/client/__init__.py

@@ -0,0 +1,44 @@
+import ray
+from ray.experimental.client.worker import Worker
+from typing import Optional
+
+_client_worker: Optional[Worker] = None
+_in_cluster: bool = True
+
+
+def get(*args, **kwargs):
+    global _client_worker
+    global _in_cluster
+    if _in_cluster:
+        return ray.get(*args, **kwargs)
+    else:
+        return _client_worker.get(*args, **kwargs)
+
+
+def put(*args, **kwargs):
+    global _client_worker
+    global _in_cluster
+    if _in_cluster:
+        return ray.put(*args, **kwargs)
+    else:
+        return _client_worker.put(*args, **kwargs)
+
+
+def remote(*args, **kwargs):
+    pass
+
+
+def connect(conn_str):
+    global _in_cluster
+    global _client_worker
+    _in_cluster = False
+    _client_worker = Worker(conn_str)
+
+
+def disconnect():
+    global _in_cluster
+    global _client_worker
+    if _client_worker is not None:
+        _client_worker.close()
+    _in_cluster = True
+    _client_worker = None

python/ray/experimental/client/client_app.py

@@ -0,0 +1,8 @@
+import ray.experimental.client as ray
+
+ray.connect("localhost:50051")
+
+objectref = ray.put("hello world")
+print(objectref)
+
+print(ray.get(objectref))

python/ray/experimental/client/server.py

@@ -0,0 +1,55 @@
+import logging
+from concurrent import futures
+import grpc
+from ray import cloudpickle
+import ray
+import ray.core.generated.ray_client_pb2 as ray_client_pb2
+import ray.core.generated.ray_client_pb2_grpc as ray_client_pb2_grpc
+import time
+
+
+class RayletServicer(ray_client_pb2_grpc.RayletDriverServicer):
+    def __init__(self):
+        self.realref = {}
+
+    def GetObject(self, request, context=None):
+        objectref = self.realref[request.id]
+        print("get: %s" % objectref)
+        item = ray.get(objectref)
+        if item is None:
+            return ray_client_pb2.GetResponse(valid=False)
+        data = cloudpickle.loads(item)
+        return ray_client_pb2.GetResponse(valid=True, data=data)
+
+    def PutObject(self, request, context=None):
+        data = cloudpickle.dumps(request.data)
+        objectref = ray.put(data)
+        self.realref[objectref.binary()] = objectref
+        print("put: %s" % objectref)
+        return ray_client_pb2.PutResponse(id=objectref.binary())
+
+    def Schedule(self, task, context=None):
+        context.set_code(grpc.StatusCode.UNIMPLEMENTED)
+        context.set_details("Unimplemented")
+        return ray_client_pb2.TaskTicket()
+
+
+def serve(connection_str):
+    server = grpc.server(futures.ThreadPoolExecutor(max_workers=10))
+    task_servicer = RayletServicer()
+    ray_client_pb2_grpc.add_RayletDriverServicer_to_server(
+        task_servicer, server)
+    server.add_insecure_port(connection_str)
+    server.start()
+    return server
+
+
+if __name__ == "__main__":
+    logging.basicConfig()
+    ray.init()
+    server = serve("0.0.0.0:50051")
+    try:
+        while True:
+            time.sleep(1000)
+    except KeyboardInterrupt:
+        server.stop(0)

python/ray/experimental/client/worker.py

@@ -0,0 +1,88 @@
+import cloudpickle
+import grpc
+import ray.core.generated.ray_client_pb2 as ray_client_pb2
+import ray.core.generated.ray_client_pb2_grpc as ray_client_pb2_grpc
+
+
+class ObjectID:
+    def __init__(self, id):
+        self.id = id
+
+    def __repr__(self):
+        return "ObjectID(%s)" % self.id.hex()
+
+
+class Worker:
+    def __init__(self, conn_str="", stub=None):
+        if stub is None:
+            self.channel = grpc.insecure_channel(conn_str)
+            self.server = ray_client_pb2_grpc.RayletDriverStub(self.channel)
+        else:
+            self.server = stub
+
+    def get(self, ids):
+        to_get = []
+        single = False
+        if isinstance(ids, list):
+            to_get = [x.id for x in ids]
+        elif isinstance(ids, ObjectID):
+            to_get = [ids.id]
+            single = True
+        else:
+            raise Exception(
+                "Can't get something that's not a list of IDs or just an ID")
+
+        out = [self._get(x) for x in to_get]
+        if single:
+            out = out[0]
+        return out
+
+    def _get(self, id: bytes):
+        req = ray_client_pb2.GetRequest(id=id)
+        data = self.server.GetObject(req)
+        return cloudpickle.loads(data.data)
+
+    def put(self, vals):
+        to_put = []
+        single = False
+        if isinstance(vals, list):
+            to_put = vals
+        else:
+            single = True
+            to_put.append(vals)
+
+        out = [self._put(x) for x in to_put]
+        if single:
+            out = out[0]
+        return out
+
+    def _put(self, val):
+        data = cloudpickle.dumps(val)
+        req = ray_client_pb2.PutRequest(data=data)
+        resp = self.server.PutObject(req)
+        return ObjectID(resp.id)
+
+    def remote(self, func):
+        return RemoteFunc(self, func)
+
+    def schedule(self, task):
+        return self.server.Schedule(task)
+
+    def close(self):
+        self.channel.close()
+
+
+class RemoteFunc:
+    def __init__(self, worker, f):
+        self._func = f
+        self._name = f.__name__
+        self.id = None
+
+    def __call__(self, *args, **kwargs):
+        raise Exception("Matching the old API")
+
+    def remote(self, *args):
+        pass
+
+    def __repr__(self):
+        return "RemoteFunc(%s, %s)" % (self._name, self.id)

python/ray/tests/BUILD

@@ -102,6 +102,7 @@ py_test_module_list(
     "test_dask_scheduler.py",
     "test_dask_callback.py",
     "test_debug_tools.py",
+    "test_experimental_client.py",
     "test_job.py",
     "test_memstat.py",
     "test_metrics_agent.py",

python/ray/tests/test_experimental_client.py

@@ -0,0 +1,21 @@
+import pytest
+import ray.experimental.client.server as ray_client_server
+import ray.experimental.client as ray
+
+
+def test_put_get(ray_start_regular_shared):
+    server = ray_client_server.serve("localhost:50051")
+    ray.connect("localhost:50051")
+
+    objectref = ray.put("hello world")
+    print(objectref)
+
+    retval = ray.get(objectref)
+    assert retval == "hello world"
+    ray.disconnect()
+    server.stop(0)
+
+
+if __name__ == "__main__":
+    import sys
+    sys.exit(pytest.main(["-v", __file__]))