implementing worker.py and miscellaneous changes

This commit is contained in:
Robert Nishihara
2016-03-10 12:40:05 -08:00
parent f47bad3828
commit 08a7e4d450
11 changed files with 354 additions and 82 deletions
+135 -20
View File
@@ -10,13 +10,20 @@
#include "types.pb.h"
#include "worker.h"
extern "C" {
// Error handling
static PyObject *OrchPyError;
}
// extracts a pointer from a python C API capsule
template<typename T>
T* get_pointer_or_fail(PyObject* capsule, const char* name) {
if (PyCapsule_IsValid(capsule, name)) {
T* result = static_cast<T*>(PyCapsule_GetPointer(capsule, name));
return static_cast<T*>(PyCapsule_GetPointer(capsule, name));
} else {
std::cout << "not a valid capsule" << std::endl;
PyErr_SetString(OrchPyError, "not a vaid capsule");
return NULL;
}
}
@@ -97,15 +104,12 @@ static PyTypeObject PyObjRefType = {
// create PyObjRef from C++ (could be made more efficient if neccessary)
PyObject* make_pyobjref(ObjRef objref) {
PyObject* result = PyObjRef_new(&PyObjRefType, NULL, NULL);
PyObjRef_init((PyObjRef*) result, Py_BuildValue("i", objref), NULL);
PyObject* arglist = Py_BuildValue("(i)", objref);
PyObject* result = PyObject_CallObject((PyObject*) &PyObjRefType, arglist);
Py_DECREF(arglist);
return result;
}
// Error handling
static PyObject *OrchPyError;
// Serialization
// serialize will serialize the python object val into the protocol buffer
@@ -123,8 +127,9 @@ int serialize(PyObject* val, Obj* obj) {
List* data = obj->mutable_list_data();
for (size_t i = 0, size = PyList_Size(val); i < size; ++i) {
Obj* elem = data->add_elem();
if (serialize(PyList_GetItem(val, i), elem) != 0)
if (serialize(PyList_GetItem(val, i), elem) != 0) {
return -1;
}
}
} else if (PyString_Check(val)) {
char* buffer;
@@ -189,17 +194,26 @@ PyObject* deserialize(const Obj& obj) {
PyObject* serialize_object(PyObject* self, PyObject* args) {
Obj* obj = new Obj(); // TODO: to be freed in capsul destructor
PyObject* val = PyTuple_GetItem(args, 0);
if (serialize(val, obj) != 0) {
PyObject* pyval;
if (!PyArg_ParseTuple(args, "O", &pyval)) {
return NULL;
}
if (serialize(pyval, obj) != 0) {
PyErr_SetString(OrchPyError, "serialization: type not know"); // TODO: put a more expressive error message here
return NULL;
}
return PyCapsule_New(static_cast<void*>(obj), NULL, NULL);
return PyCapsule_New(static_cast<void*>(obj), "obj", NULL);
}
PyObject* deserialize_object(PyObject* self, PyObject* args) {
PyObject* capsule = PyTuple_GetItem(args, 0);
Obj* obj = get_pointer_or_fail<Obj>(capsule, NULL);
PyObject* capsule;
if (!PyArg_ParseTuple(args, "O", &capsule)) {
return NULL;
}
Obj* obj = get_pointer_or_fail<Obj>(capsule, "obj");
if (!obj) {
return NULL;
}
return deserialize(*obj);
}
@@ -218,7 +232,8 @@ PyObject* serialize_call(PyObject* self, PyObject* args) {
serialize(PyList_GetItem(arguments, i), arg);
}
} else {
std::cout << "second argument is not a list" << std::endl;
PyErr_SetString(OrchPyError, "serialize_call: second argument needs to be a list");
return NULL;
}
return PyCapsule_New(static_cast<void*>(call), "call", NULL);
}
@@ -226,6 +241,9 @@ PyObject* serialize_call(PyObject* self, PyObject* args) {
PyObject* deserialize_call(PyObject* self, PyObject* args) {
PyObject* capsule = PyTuple_GetItem(args, 0);
Call* call = get_pointer_or_fail<Call>(capsule, "call");
if (!call) {
return NULL;
}
PyObject* string = PyString_FromStringAndSize(call->name().c_str(), call->name().size());
int argsize = call->arg_size();
PyObject* arglist = PyList_New(argsize);
@@ -264,6 +282,9 @@ PyObject* create_worker(PyObject* self, PyObject* args) {
PyObject* wait_for_next_task(PyObject* self, PyObject* args) {
PyObject* capsule = PyTuple_GetItem(args, 0);
Worker* worker = get_pointer_or_fail<Worker>(capsule, "worker");
if (!worker) {
return NULL;
}
Call* call = worker->receive_next_task();
return PyCapsule_New(static_cast<void*>(call), "call", NULL); // TODO: how is destruction going to be handled here?
}
@@ -275,7 +296,13 @@ PyObject* remote_call(PyObject* self, PyObject* args) {
return NULL;
}
Worker* worker = get_pointer_or_fail<Worker>(worker_capsule, "worker");
if (!worker) {
return NULL;
}
Call* call = get_pointer_or_fail<Call>(call_capsule, "call");
if (!call) {
return NULL;
}
RemoteCallRequest request;
request.set_allocated_call(call);
RemoteCallReply reply = worker->remote_call(&request);
@@ -296,18 +323,100 @@ PyObject* register_function(PyObject* self, PyObject* args) {
return NULL;
}
Worker* worker = get_pointer_or_fail<Worker>(worker_capsule, "worker");
if (!worker) {
return NULL;
}
worker->register_function(std::string(function_name), num_return_vals);
return worker_capsule;
Py_RETURN_NONE;
}
PyObject* pull_object(PyObject* self, PyObject* args) {
// TODO: test this
PyObject* push_object(PyObject* self, PyObject* args) {
PyObject* worker_capsule;
PyObject* objref;
if (!PyArg_ParseTuple(args, "OO", &worker_capsule, &objref)) {
PyObject* obj_capsule;
if (!PyArg_ParseTuple(args, "OO", &worker_capsule, &obj_capsule)) {
return NULL;
}
Worker* worker = get_pointer_or_fail<Worker>(worker_capsule, "worker");
return worker_capsule;
if (!worker) {
return NULL;
}
Obj* obj = get_pointer_or_fail<Obj>(obj_capsule, "obj");
if (!obj) {
return NULL;
}
ObjRef objref = worker->push_object(obj);
return make_pyobjref(objref);
}
// TODO: test this
PyObject* put_object(PyObject* self, PyObject* args) {
PyObject* worker_capsule;
PyObject* pyobjref;
PyObject* obj_capsule;
if (!PyArg_ParseTuple(args, "OOO", &worker_capsule, &pyobjref, &obj_capsule)) {
return NULL;
}
Worker* worker = get_pointer_or_fail<Worker>(worker_capsule, "worker");
if (!worker) {
return NULL;
}
Obj* obj = get_pointer_or_fail<Obj>(obj_capsule, "obj");
if (!obj) {
return NULL;
}
ObjRef objref = ((PyObjRef*) pyobjref)->val;
worker->put_object(objref, obj);
Py_RETURN_NONE;
}
PyObject* get_object(PyObject* self, PyObject* args) {
PyObject* worker_capsule;
PyObject* pyobjref;
if (!PyArg_ParseTuple(args, "OO", &worker_capsule, &pyobjref)) {
return NULL;
}
Worker* worker = get_pointer_or_fail<Worker>(worker_capsule, "worker");
if (!worker) {
return NULL;
}
ObjRef objref = ((PyObjRef*) pyobjref)->val;
slice s = worker->get_object(objref);
Obj* obj = new Obj(); // TODO: Make sure this will get deleted
obj->ParseFromString(std::string(s.data, s.len));
return PyCapsule_New(static_cast<void*>(obj), "obj", NULL);
}
// TODO: implement this
PyObject* pull_object(PyObject* self, PyObject* args) {
PyObject* worker_capsule;
PyObject* pyobjref;
if (!PyArg_ParseTuple(args, "OO", &worker_capsule, &pyobjref)) {
return NULL;
}
Worker* worker = get_pointer_or_fail<Worker>(worker_capsule, "worker");
if (!worker) {
return NULL;
}
ObjRef objref = ((PyObjRef*) pyobjref)->val;
slice s = worker->get_object(objref);
Obj* obj = new Obj(); // TODO: Make sure this will get deleted
obj->ParseFromString(std::string(s.data, s.len));
return PyCapsule_New(static_cast<void*>(obj), "obj", NULL);
}
// TODO: test this
PyObject* start_worker_service(PyObject* self, PyObject* args) {
PyObject* worker_capsule;
if (!PyArg_ParseTuple(args, "O", &worker_capsule)) {
return NULL;
}
Worker* worker = get_pointer_or_fail<Worker>(worker_capsule, "worker");
if (!worker) {
return NULL;
}
worker->start_worker_service();
Py_RETURN_NONE;
}
static PyMethodDef SymphonyMethods[] = {
@@ -317,7 +426,13 @@ static PyMethodDef SymphonyMethods[] = {
{ "deserialize_call", deserialize_call, METH_VARARGS, "deserialize a call from protocol buffers" },
{ "create_worker", create_worker, METH_VARARGS, "connect to the scheduler and the object store" },
{ "register_function", register_function, METH_VARARGS, "register a function with the scheduler" },
{ "put_object", put_object, METH_VARARGS, "put a protocol buffer object (given as a capsule) on the local object store" },
{ "get_object", get_object, METH_VARARGS, "get protocol buffer object from the local object store" },
{ "push_object", push_object, METH_VARARGS, "push a protocol buffer object (given as a capsule) to the object store" },
{ "pull_object" , pull_object, METH_VARARGS, "pull object with a given object id from the object store" },
{ "wait_for_next_task", wait_for_next_task, METH_VARARGS, "get next task from scheduler (blocking)" },
{ "remote_call", remote_call, METH_VARARGS, "call a remote function" },
{ "start_worker_service", start_worker_service, METH_VARARGS, "start the worker service" },
{ NULL, NULL, 0, NULL }
};
+22 -2
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@@ -1,3 +1,5 @@
#include <random>
#include "scheduler.h"
Status SchedulerService::RemoteCall(ServerContext* context, const RemoteCallRequest* request, RemoteCallReply* reply) {
@@ -30,6 +32,24 @@ Status SchedulerService::PushObj(ServerContext* context, const PushObjRequest* r
}
Status SchedulerService::PullObj(ServerContext* context, const PullObjRequest* request, AckReply* reply) {
std::lock_guard<std::mutex> objtable_lock(objtable_lock_);
ObjRef objref = request->objref();
if (objref >= objtable_.size() || objtable_[objref].size() == 0) {
std::cout << "internal error: no object with objref exists" << std::endl;
std::exit(1);
}
std::mt19937 rng;
std::uniform_int_distribution<int> uni(0, objtable_[objref].size()-1);
ObjStoreId objstoreid = uni(rng);
std::lock_guard<std::mutex> objstore_lock(objstores_lock_);
DeliverObjRequest deliver_request;
ObjStoreId id = get_store(request->workerid());
deliver_request.set_objstore_address(objstores_[id].address);
deliver_request.set_objref(objref);
AckReply deliver_reply;
ClientContext deliver_context;
objstores_[objstoreid].objstore_stub->DeliverObj(&deliver_context, deliver_request, &deliver_reply);
return Status::OK;
}
@@ -117,8 +137,8 @@ WorkerId SchedulerService::register_worker(const std::string& worker_address, co
ObjStoreId objstoreid = std::numeric_limits<size_t>::max();
objstores_lock_.lock();
for (size_t i = 0; i < objstores_.size(); ++i) {
std::cout << "adress: " << objstores_[i].address << std::endl;
std::cout << "my adress: " << objstore_address << std::endl;
std::cout << "address: " << objstores_[i].address << std::endl;
std::cout << "my address: " << objstore_address << std::endl;
if (objstores_[i].address == objstore_address) {
objstoreid = i;
}
+15 -4
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@@ -37,7 +37,17 @@ void Worker::register_worker(const std::string& worker_address, const std::strin
return;
}
ObjRef Worker::push_obj(const Obj* obj) {
slice Worker::pull_object(ObjRef objref) {
PullObjRequest request;
request.set_workerid(workerid_);
request.set_objref(objref);
AckReply reply;
ClientContext context;
Status status = scheduler_stub_->PullObj(&context, request, &reply);
return get_object(objref);
}
ObjRef Worker::push_object(const Obj* obj) {
// first get objref for the new object
PushObjRequest push_request;
PushObjReply push_reply;
@@ -45,11 +55,11 @@ ObjRef Worker::push_obj(const Obj* obj) {
Status push_status = scheduler_stub_->PushObj(&push_context, push_request, &push_reply);
ObjRef objref = push_reply.objref();
// then stream the object to the object store
put_obj(objref, obj);
put_object(objref, obj);
return objref;
}
slice Worker::get_serialized_obj(ObjRef objref) {
slice Worker::get_object(ObjRef objref) {
ClientContext context;
GetObjRequest request;
request.set_objref(objref);
@@ -62,7 +72,8 @@ slice Worker::get_serialized_obj(ObjRef objref) {
return slice;
}
void Worker::put_obj(ObjRef objref, const Obj* obj) {
// TODO: Do this with shared memory
void Worker::put_object(ObjRef objref, const Obj* obj) {
ObjChunk chunk;
std::string data;
obj->SerializeToString(&data);
+6 -4
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@@ -48,11 +48,13 @@ class Worker {
// send request to the scheduler to register this worker
void register_worker(const std::string& worker_address, const std::string& objstore_address);
// push object to local object store, register it with the server and return object reference
ObjRef push_obj(const Obj* obj);
// retrieve serialized object from local object store
slice get_serialized_obj(ObjRef objref);
ObjRef push_object(const Obj* obj);
// pull object from a potentially remote object store
slice pull_object(ObjRef objref);
// stores an object to the local object store
void put_obj(ObjRef objref, const Obj* obj);
void put_object(ObjRef objref, const Obj* obj);
// retrieve serialized object from local object store
slice get_object(ObjRef objref);
// register function with scheduler
void register_function(const std::string& name, size_t num_return_vals);
// start the worker server which accepts tasks from the scheduler and stores