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Created task server in ocaml

This commit is contained in:
Anthony Scemama 2015-12-03 23:51:10 +01:00
parent 3a4b41257f
commit cdf11866c4
10 changed files with 1027 additions and 1 deletions

48
ocaml/Address.ml Normal file
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open Core.Std
module Tcp : sig
type t
val of_string : string -> t
val to_string : t -> string
end = struct
type t = string
let of_string x =
assert (String.is_prefix ~prefix:"tcp://" x);
x
let to_string x = x
end
module Ipc : sig
type t
val of_string : string -> t
val to_string : t -> string
end = struct
type t = string
let of_string x =
assert (String.is_prefix ~prefix:"ipc://" x);
x
let to_string x = x
end
module Inproc : sig
type t
val of_string : string -> t
val to_string : t -> string
end = struct
type t = string
let of_string x =
assert (String.is_prefix ~prefix:"inproc://" x);
x
let to_string x = x
end
type t =
| Tcp of Tcp.t
| Ipc of Ipc.t
| Inproc of Inproc.t
let to_string = function
| Tcp x -> Tcp.to_string x
| Ipc x -> Ipc.to_string x
| Inproc x -> Inproc.to_string x

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ocaml/Id.ml Normal file
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open Core.Std
module Id : sig
type t
val of_int : int -> t
val to_int : t -> int
val of_string : string -> t
val to_string : t -> string
val increment : t -> t
val decrement : t -> t
end
= struct
type t = int
let of_int x =
assert (x>0); x
let to_int x = x
let of_string x =
Int.of_string x
|> of_int
let to_string x =
Int.to_string x
let increment x = x + 1
let decrement x = x - 1
end
module Task = struct
include Id
end
module Client = struct
include Id
end

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ocaml/Message.ml Normal file
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open Core.Std
(** New job : Request to create a new multi-tasked job *)
module State : sig
type t
val of_string : string -> t
val to_string : t -> string
end = struct
type t = string
let of_string x = x
let to_string x = x
end
module Newjob_msg : sig
type t =
{ state: State.t;
address_tcp: Address.Tcp.t ;
address_inproc: Address.Inproc.t;
}
val create : address_tcp:string -> address_inproc:string -> state:string -> t
val to_string : t -> string
end = struct
type t =
{ state: State.t;
address_tcp: Address.Tcp.t ;
address_inproc: Address.Inproc.t;
}
let create ~address_tcp ~address_inproc ~state =
{ state = State.of_string state;
address_tcp = Address.Tcp.of_string address_tcp ;
address_inproc = Address.Inproc.of_string address_inproc ;
}
let to_string t =
Printf.sprintf "newjob %s %s %s"
( State.to_string t.state )
( Address.Tcp.to_string t.address_tcp )
( Address.Inproc.to_string t.address_inproc )
end
(** Connect : connect a new client to the task server *)
module Connect_msg : sig
type t = Tcp | Inproc | Ipc
val create : typ:string -> t
val to_string : t -> string
end = struct
type t = Tcp | Inproc | Ipc
let create ~typ =
match typ with
| "tcp" -> Tcp
| "inproc" -> Inproc
| "ipc" -> Ipc
| _ -> assert false
let to_string = function
| Tcp -> "connect tcp"
| Inproc -> "connect inproc"
| Ipc -> "connect ipc"
end
(** ConnectReply : Reply to the connect messsage *)
module ConnectReply_msg : sig
type t =
{ client_id: Id.Client.t ;
state: State.t ;
push_address: Address.t;
}
val create : state:State.t -> client_id:Id.Client.t -> push_address:Address.t -> t
val to_string : t -> string
end = struct
type t =
{ client_id: Id.Client.t ;
state: State.t ;
push_address: Address.t;
}
let create ~state ~client_id ~push_address =
{ client_id ; state ; push_address }
let to_string x =
Printf.sprintf "connect_reply %s %d %s"
(State.to_string x.state)
(Id.Client.to_int x.client_id)
(Address.to_string x.push_address)
end
(** Disconnect : disconnect a client from the task server *)
module Disconnect_msg : sig
type t =
{ client_id: Id.Client.t ;
state: State.t ;
}
val create : state:string -> client_id:string -> t
val to_string : t -> string
end = struct
type t =
{ client_id: Id.Client.t ;
state: State.t ;
}
let create ~state ~client_id =
{ client_id = Id.Client.of_string client_id ; state = State.of_string state }
let to_string x =
Printf.sprintf "disconnect %s %d"
(State.to_string x.state)
(Id.Client.to_int x.client_id)
end
(** AddTask : Add a new task to the queue *)
module AddTask_msg : sig
type t =
{ state: State.t;
task: string;
}
val create : state:string -> task:string -> t
val to_string : t -> string
end = struct
type t =
{ state: State.t;
task: string;
}
let create ~state ~task = { state = State.of_string state ; task }
let to_string x =
Printf.sprintf "add_task %s %s" (State.to_string x.state) x.task
end
(** AddTaskReply : Reply to the AddTask message *)
module AddTaskReply_msg : sig
type t
val create : task_id:Id.Task.t -> t
val to_string : t -> string
end = struct
type t = Id.Task.t
let create ~task_id = task_id
let to_string x =
Printf.sprintf "add_task_reply %d" (Id.Task.to_int x)
end
(** GetTask : get a new task to do *)
module GetTask_msg : sig
type t =
{ client_id: Id.Client.t ;
state: State.t ;
}
val create : state:string -> client_id:string -> t
val to_string : t -> string
end = struct
type t =
{ client_id: Id.Client.t ;
state: State.t ;
}
let create ~state ~client_id =
{ client_id = Id.Client.of_string client_id ; state = State.of_string state }
let to_string x =
Printf.sprintf "get_task %s %d"
(State.to_string x.state)
(Id.Client.to_int x.client_id)
end
(** GetTaskReply : Reply to the GetTask message *)
module GetTaskReply_msg : sig
type t
val create : task_id:Id.Task.t -> task:string -> t
val to_string : t -> string
end = struct
type t =
{ task_id: Id.Task.t ;
task : string ;
}
let create ~task_id ~task = { task_id ; task }
let to_string x =
Printf.sprintf "get_task_reply %d %s" (Id.Task.to_int x.task_id) x.task
end
(** TaskDone : Inform the server that a task is finished *)
module TaskDone_msg : sig
type t =
{ client_id: Id.Client.t ;
state: State.t ;
task_id: Id.Task.t;
}
val create : state:string -> client_id:string -> task_id:string -> t
val to_string : t -> string
end = struct
type t =
{ client_id: Id.Client.t ;
state: State.t ;
task_id: Id.Task.t;
}
let create ~state ~client_id ~task_id =
{ client_id = Id.Client.of_string client_id ;
state = State.of_string state ;
task_id = Id.Task.of_string task_id }
let to_string x =
Printf.sprintf "task_done %s %d %d"
(State.to_string x.state)
(Id.Client.to_int x.client_id)
(Id.Task.to_int x.task_id)
end
(** Terminate *)
module Terminate_msg : sig
type t
val create : unit -> t
val to_string : t -> string
end = struct
type t = Terminate
let create () = Terminate
let to_string x = "terminate"
end
(** OK *)
module Ok_msg : sig
type t
val create : unit -> t
val to_string : t -> string
end = struct
type t = Ok
let create () = Ok
let to_string x = "ok"
end
(** Error *)
module Error_msg : sig
type t
val create : string -> t
val to_string : t -> string
end = struct
type t = string
let create x = x
let to_string x =
String.concat ~sep:" " [ "error" ; x ]
end
(** Message *)
type t =
| Newjob of Newjob_msg.t
| Connect of Connect_msg.t
| ConnectReply of ConnectReply_msg.t
| Disconnect of Disconnect_msg.t
| GetTask of GetTask_msg.t
| GetTaskReply of GetTaskReply_msg.t
| AddTask of AddTask_msg.t
| AddTaskReply of AddTaskReply_msg.t
| TaskDone of TaskDone_msg.t
| Terminate of Terminate_msg.t
| Ok of Ok_msg.t
| Error of Error_msg.t
let of_string s =
let l =
String.split ~on:' ' s
|> List.map ~f:String.strip
|> List.map ~f:String.lowercase
|> List.filter ~f:(fun x -> (String.strip x) <> "")
in
match l with
| "add_task" :: state :: task ->
AddTask (AddTask_msg.create ~state ~task:(String.concat ~sep:" " task) )
| "get_task" :: state :: client_id :: [] ->
GetTask (GetTask_msg.create ~state ~client_id)
| "task_done" :: state :: client_id :: task_id :: [] ->
TaskDone (TaskDone_msg.create ~state ~client_id ~task_id)
| "disconnect" :: state :: client_id :: [] ->
Disconnect (Disconnect_msg.create ~state ~client_id)
| "connect" :: t :: [] ->
Connect (Connect_msg.create t)
| "new_job" :: state :: push_address_tcp :: push_address_inproc :: [] ->
Newjob (Newjob_msg.create push_address_tcp push_address_inproc state)
| "terminate" :: [] ->
Terminate (Terminate_msg.create () )
| "ok" :: [] ->
Ok (Ok_msg.create ())
| "error" :: rest ->
Error (Error_msg.create (String.concat ~sep:" " rest))
| _ -> failwith "Message not understood"
let to_string = function
| Newjob x -> Newjob_msg.to_string x
| Connect x -> Connect_msg.to_string x
| ConnectReply x -> ConnectReply_msg.to_string x
| Disconnect x -> Disconnect_msg.to_string x
| GetTask x -> GetTask_msg.to_string x
| GetTaskReply x -> GetTaskReply_msg.to_string x
| AddTask x -> AddTask_msg.to_string x
| AddTaskReply x -> AddTaskReply_msg.to_string x
| TaskDone x -> TaskDone_msg.to_string x
| Terminate x -> Terminate_msg.to_string x
| Ok x -> Ok_msg.to_string x
| Error x -> Error_msg.to_string x

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ocaml/Queuing_system.ml Normal file
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open Core.Std
type t =
{ queued : Id.Task.t list ;
running : (Id.Task.t, Id.Client.t) Map.Poly.t ;
tasks : (Id.Task.t, string) Map.Poly.t;
clients : Id.Client.t Set.Poly.t;
next_client_id : Id.Client.t;
next_task_id : Id.Task.t;
}
let create () =
{ queued = [] ;
running = Map.Poly.empty ;
tasks = Map.Poly.empty;
clients = Set.Poly.empty;
next_client_id = Id.Client.of_int 1;
next_task_id = Id.Task.of_int 1;
}
let add_task ~task q =
let task_id =
q.next_task_id
in
{ q with
queued = q.queued @ [ task_id ] ;
tasks = Map.add q.tasks ~key:task_id ~data:task ;
next_task_id = Id.Task.increment task_id ;
}, task_id
let add_client q =
let client_id =
q.next_client_id
in
{ q with
clients = Set.add q.clients client_id;
next_client_id = Id.Client.increment client_id;
}, client_id
let pop_task ~client_id q =
let { queued ; running ; _ } =
q
in
assert (Set.mem q.clients client_id);
match queued with
| task_id :: new_queue ->
let new_q =
{ q with
queued = new_queue ;
running = Map.add running ~key:task_id ~data:client_id ;
}
in new_q, Some task_id, (Map.find q.tasks task_id)
| [] -> q, None, None
let del_client ~client_id q =
assert (Set.mem q.clients client_id);
{ q with
clients = Set.remove q.clients client_id }
let end_task ~task_id ~client_id q =
let { running ; tasks ; _ } =
q
in
assert (Set.mem q.clients client_id);
let () =
match Map.Poly.find running task_id with
| None -> failwith "Task already finished"
| Some client_id_check -> assert (client_id_check = client_id)
in
{ q with
running = Map.remove running task_id ;
tasks = Map.remove tasks task_id ;
}
let number_of_queued q =
List.length q.queued
let number_of_running q =
Map.length q.running
let to_string { queued ; running ; tasks ; _ } =
let q =
List.map ~f:Id.Task.to_string queued
|> String.concat ~sep:" ; "
and r =
Map.Poly.to_alist running
|> List.map ~f:(fun (t,c) -> "("^(Id.Task.to_string t)^", "
^(Id.Client.to_string c)^")")
|> String.concat ~sep:" ; "
and t =
Map.Poly.to_alist tasks
|> List.map ~f:(fun (t,c) -> "("^(Id.Task.to_string t)^", \""
^c^"\")")
|> String.concat ~sep:" ; "
in
Printf.sprintf "{
queued : { %s }
running : { %s }
tasks : [ %s
]
}" q r t

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ocaml/TaskServer.ml Normal file
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open Core.Std
open Qptypes
(**
The tasks server listens on a REQ socket and accepts the following commands:
* "new_job %s %s %s" state push_address_tcp push_address_inproc -> "OK"
-> "OK"
* "connect %s" ["tcp"|"inproc"]
-> "%d %s %s" id state push_address
* "disconnect %d" id
-> "OK"
* "get_task %d %s" id state
-> "%d %s" task_id task
* "task_done %d task_id %s" id state
-> "%d %s" task_id task
*)
let bind_socket ~socket_type ~socket ~address =
try
ZMQ.Socket.bind socket address
with
| Unix.Unix_error (_, message, f) ->
failwith @@ Printf.sprintf
"\n%s\nUnable to bind the %s socket :\n %s\n%s"
f socket_type address message
| other_exception -> raise other_exception
(** Name of the host on which the server runs *)
let hostname = lazy (
try
Unix.gethostname ()
with
| _ -> "localhost"
)
(** IP address *)
let ip_address = lazy (
match Sys.getenv "QP_NIC" with
| None ->
begin
try
Lazy.force hostname
|> Unix.Inet_addr.of_string_or_getbyname
|> Unix.Inet_addr.to_string
with
| Unix.Unix_error _ ->
failwith "Unable to find IP address from host name."
end
| Some interface ->
begin
try
ok_exn Linux_ext.get_ipv4_address_for_interface interface
with
| Unix.Unix_error _ ->
Lazy.force hostname
|> Unix.Inet_addr.of_string_or_getbyname
|> Unix.Inet_addr.to_string
end
)
(** Initial ZeroMQ port :
Random port number between 49152 and 65535 *)
let port = lazy (
1024 + (Random.int (49151-1024)) )
let stop () =
let zmq_context =
ZMQ.Context.create ()
in
let req_socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.req
and address =
Printf.sprintf "tcp://%s:%d" (Lazy.force ip_address) (Lazy.force port)
in
ZMQ.Socket.connect req_socket address;
Message.Terminate (Message.Terminate_msg.create ())
|> Message.to_string
|> ZMQ.Socket.send req_socket ;
let msg =
ZMQ.Socket.recv req_socket
|> Message.of_string
in
let () =
match msg with
| Message.Ok _ -> ()
| _ -> failwith "Problem in termination"
in
ZMQ.Socket.set_linger_period req_socket 1000;
ZMQ.Socket.close req_socket
(** Run the task server *)
let run () =
let zmq_context =
ZMQ.Context.create ()
in
let rep_socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.rep
and address =
Printf.sprintf "tcp://%s:%d" (Lazy.force ip_address) (Lazy.force port)
in
bind_socket "REP" rep_socket address;
let pollitem =
ZMQ.Poll.mask_of
[| (rep_socket, ZMQ.Poll.In) |]
in
(** State variables *)
let q = ref
(Queuing_system.create ())
and running =
ref true
and job =
ref None
in
let get_state () =
match !job with
| None -> None
| Some j -> Some j.Message.Newjob_msg.state
in
let get_tcp_address () =
match !job with
| Some j -> Address.Tcp j.Message.Newjob_msg.address_tcp
| None -> assert false
in
let get_inproc_address () =
match !job with
| Some j -> Address.Inproc j.Message.Newjob_msg.address_inproc
| None -> assert false
in
let ok =
Message.Ok (Message.Ok_msg.create ())
in
while ( !running )
do
let state =
get_state ()
and polling =
ZMQ.Poll.poll ~timeout:1000 pollitem
in
let terminate () =
running := false;
Message.to_string ok
|> ZMQ.Socket.send rep_socket
and newjob x =
q := Queuing_system.create ();
job := Some x;
Message.to_string ok
|> ZMQ.Socket.send rep_socket
and connect state msg =
let push_address =
match msg with
| Message.Connect_msg.Tcp -> get_tcp_address ()
| Message.Connect_msg.Inproc -> get_inproc_address ()
| Message.Connect_msg.Ipc -> assert false
in
let new_q, client_id =
Queuing_system.add_client !q
in
q := new_q;
Message.ConnectReply (Message.ConnectReply_msg.create
~state ~client_id ~push_address)
|> Message.to_string
|> ZMQ.Socket.send rep_socket
and disconnect state msg =
let s, c =
msg.Message.Disconnect_msg.state ,
msg.Message.Disconnect_msg.client_id
in
assert (s = state);
let new_q =
Queuing_system.del_client ~client_id:c !q
in
q := new_q;
Message.to_string ok
|> ZMQ.Socket.send rep_socket
and add_task state msg =
let s, task =
msg.Message.AddTask_msg.state,
msg.Message.AddTask_msg.task
in
assert (s = state);
let new_q, task_id =
Queuing_system.add_task ~task !q
in
q := new_q;
Message.to_string ok
|> ZMQ.Socket.send rep_socket
and get_task state msg =
let s, client_id =
msg.Message.GetTask_msg.state,
msg.Message.GetTask_msg.client_id
in
assert (s = state);
let new_q, task_id, task =
Queuing_system.pop_task ~client_id !q
in
q := new_q;
let reply =
match (task, task_id) with
| Some task, Some task_id ->
Message.GetTaskReply (Message.GetTaskReply_msg.create ~task ~task_id)
| _ -> Message.Terminate (Message.Terminate_msg.create ())
in
Message.to_string reply
|> ZMQ.Socket.send rep_socket
and task_done state msg =
let s, client_id, task_id =
msg.Message.TaskDone_msg.state,
msg.Message.TaskDone_msg.client_id,
msg.Message.TaskDone_msg.task_id
in
assert (s = state);
let new_q =
Queuing_system.end_task ~task_id ~client_id !q
in
q := new_q;
Message.to_string ok
|> ZMQ.Socket.send rep_socket
and error msg =
Message.Error (Message.Error_msg.create msg)
|> Message.to_string
|> ZMQ.Socket.send rep_socket
in
if (polling.(0) = Some ZMQ.Poll.In) then
let raw_message =
ZMQ.Socket.recv rep_socket
in
try
let message =
Message.of_string raw_message
in
Printf.printf "%s\n%!" (Message.to_string message);
Printf.printf "%s\n%!" (Queuing_system.to_string !q);
match (state, message) with
| _ , Message.Terminate _ -> terminate ()
| None , Message.Newjob x -> newjob x
| None , _ -> error "No job is running"
| _ , Message.Newjob _ -> error "A job is already running"
| Some s, Message.Connect x -> connect s x
| Some s, Message.Disconnect x -> disconnect s x
| Some s, Message.AddTask x -> add_task s x
| Some s, Message.GetTask x -> get_task s x
| Some s, Message.TaskDone x -> task_done s x
| _ , _ ->
error ("Invalid message : "^(Message.to_string message))
with
| Failure f -> error (f^" : "^raw_message)
| Assert_failure (f,i,j) -> error (Printf.sprintf "%s:%d:%d : %s" f i j raw_message)
done;
ZMQ.Socket.set_linger_period rep_socket 1000;
ZMQ.Socket.close rep_socket
let () =
Printf.printf "export QP_RUN_ADDRESS=tcp://%s:%d\n%!" (Lazy.force ip_address) (Lazy.force port)

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true: package(core,sexplib.syntax,cryptokit)
true: package(core,sexplib.syntax,cryptokit,ZMQ)
true: thread

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ocaml/test_message.ml Normal file
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open Core.Std
let () =
Message.of_string "new_job tcp://127.0.0.1 inproc://ao_ints:12345 ao_integrals"
|> Message.to_string
|> print_endline
;
Message.of_string "connect tcp"
|> Message.to_string
|> print_endline
;
Message.of_string "connect inproc"
|> Message.to_string
|> print_endline
;
Message.of_string "disconnect 3 mystate"
|> Message.to_string
|> print_endline
;
Message.of_string "get_task 3 mystate"
|> Message.to_string
|> print_endline
;
Message.of_string "task_done 1 mystate 3"
|> Message.to_string
|> print_endline
;
Message.of_string "add_task mystate 1 2 3 4 5 6"
|> Message.to_string
|> print_endline
;
try
Message.of_string "new_job inproc://ao_ints tcp://127.0.0.1:12345 ao_integrals"
|> Message.to_string
|> print_endline
;
failwith "Should have failed"
with
| Assert_failure _ -> print_endline "OK"
;
try
Message.of_string "new_job tcp://ao_ints inproc://ao_ints"
|> Message.to_string
|> print_endline
;
assert false
with
| Failure _ -> print_endline "OK"
;
try
Message.of_string "disconnect -4 mystate"
|> Message.to_string
|> print_endline
;
assert false
with
| Assert_failure _ -> print_endline "OK"
;
try
Message.of_string "disconnect mystate 3"
|> Message.to_string
|> print_endline
;
assert false
with
| Failure _ -> print_endline "OK"
;
try
Message.of_string "connect tcp tcp://127.0.0.1"
|> Message.to_string
|> print_endline
;
assert false
with
| Failure _ -> print_endline "OK"
;

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open Core.Std
let () =
let nclients =
8
in
let q =
Queuing_system.create ()
in
let tasks =
Array.init 20 ~f:(fun i -> Printf.sprintf "Task %d" i)
|> Array.to_list
in
let (q,_) =
List.fold_left tasks ~init:(q, q.Queuing_system.next_task_id)
~f:(fun (q,_) task -> Queuing_system.add_task ~task q)
in
print_endline @@ Queuing_system.to_string q ;
let rec aux q clients = function
| 0 -> q, clients
| i ->
let new_q, client_id =
Queuing_system.add_client q
in
aux new_q (client_id::clients) (i-1)
in
let q, _ =
aux q [] nclients
in
let rec aux q = function
| 0 -> q
| i ->
begin
let c =
Id.Client.of_int i
in
let new_q, task_id, task =
Queuing_system.pop_task ~client_id:c q
in
begin
match task_id, task with
| Some task_id, Some task ->
Printf.printf "Task Running: %d %s\n" (Id.Task.to_int task_id) task
| _ -> Printf.printf "Done!\n"
end;
aux new_q (i-1)
end
in
let rec aux2 q = function
| 0 -> q
| i ->
begin
let task_id =
(Id.Task.of_int i)
in
try
let client_id =
Map.Poly.find_exn q.Queuing_system.running task_id
in
let new_q =
Queuing_system.end_task ~task_id ~client_id q
in
Printf.printf "Task Done : %d\n" (Id.Task.to_int task_id) ;
aux2 new_q (i-1)
with
| _ -> aux2 q 0
end
in
let q =
aux q nclients
in
print_endline @@ Queuing_system.to_string q ;
let q =
aux2 q nclients
in
print_endline @@ Queuing_system.to_string q ;
Printf.printf "Queued : %d\n Running : %d\n"
(Queuing_system.number_of_queued q)
(Queuing_system.number_of_running q)
;
let q =
aux q nclients
in
print_endline @@ Queuing_system.to_string q ;
let q =
aux2 q nclients
in
print_endline @@ Queuing_system.to_string q ;
(*
List.map ~f:Id.Task.to_int tasks
|> List.iter ~f:(fun x -> Printf.printf "%d\n" x)
*)

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open Core
let () =
TaskServer.run ()

46
ocaml/test_task_server.py Executable file
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#!/usr/bin/python
import zmq
import sys, os
def main():
context = zmq.Context()
socket = context.socket(zmq.REQ)
socket.connect(os.environ["QP_RUN_ADDRESS"])
def send(msg,expected):
print "Send : ", msg
socket.send(msg)
reply = socket.recv()
print "Reply : ", reply
print ""
assert (reply == expected)
send("new_job ao_integrals tcp://130.120.229.139:12345 inproc://ao_integrals",
"ok")
send("new_job ao_integrals tcp://130.120.229.139:12345 inproc://ao_integrals",
"error A job is already running")
send("connect","error Message not understood : connect")
send("connect tcp","connect_reply ao_integrals 1 tcp://130.120.229.139:12345")
send("connect inproc","connect_reply ao_integrals 2 inproc://ao_integrals")
send("disconnect ao_integrals 3","error Queuing_system.ml:65:2 : disconnect ao_integrals 3")
send("disconnect ao_integrals 2","ok")
send("connect inproc","connect_reply ao_integrals 3 inproc://ao_integrals")
for i in range(10):
send("add_task ao_integrals %d %d"%(i,i+10), "ok")
for i in range(10):
send("get_task ao_integrals 3", "get_task_reply %d %d %d"%(i+1,i,i+10))
send("task_done ao_integrals 3 %d"%(i+1), "ok")
send("get_task ao_integrals 3", "terminate")
send("terminate","ok")
if __name__ == '__main__':
main()