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qmcchem/ocaml/Qmcchem_dataserver.ml

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open Core.Std
open Qptypes
(** Data server of QMC=Chem.
5 ZeroMQ sockets are opened:
- a REP socket used for registering/unregisterning the walkers and for the clients to fetch the initial walkers positions
- a PULL socket to pull the results computed by the clients
- a PUB socket to send the status to the clients for the termination
- a XSUB socket for receiving debug
- a XPUB socket for sending debug
@author A. Scemama
*)
let initialization_timeout = 600.
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 dataserver's %s socket :\n %s\n%s"
f socket_type address message
| other_exception -> raise other_exception
let run ?(daemon=true) ezfio_filename =
Qputils.set_ezfio_filename ezfio_filename;
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(** Measures the time difference between [t0] and [Time.now ()] *)
let delta_t t0 =
let t1 =
Time.now ()
in
Time.abs_diff t1 t0
in
(** {2 ZeroMQ initialization} *)
let zmq_context =
ZMQ.Context.create ()
in
(** Maximum size of the blocks file before compressing *)
let max_file_size = ref (
Byte_units.create `Kilobytes 64.)
in
let hostname =
Lazy.force Qmcchem_config.hostname
in
(** Status variable (mutable) *)
let status =
ref Status.Queued
in
let change_status s =
status := s;
Status.write s;
Printf.printf "Status : %s\n%!" (Status.to_string s)
in
change_status Status.Queued;
(*
(** Checks if the port is already open (not working properly yet) *)
let check_port n =
let adress_prefix =
"tcp://*:"
in
let result =
List.fold [0;1;2;3] ~init:true ~f:(fun accu i ->
let address =
adress_prefix ^ (Int.to_string (n+i))
in
let socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.rep
in
let result =
try
(ZMQ.Socket.bind socket address; accu );
with
| _ -> false;
in
ZMQ.Socket.close socket;
result
)
in
if (result) then
`Available
else
`Unavailable
in
*)
(** Random port number between 49152 and 65535 *)
let port =
let newport =
(* ref (49152 + (Random.int 16383)) *)
ref ( 1024 + (Random.int (49151-1024)))
in
(*
while ((check_port !newport) = `Unavailable)
do
newport := 49152 + (Random.int 16383)
done;
*)
!newport
in
let debug_socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.xpub
and address =
Printf.sprintf "tcp://*:%d" (port+4)
in
bind_socket "XPUB" debug_socket address;
ZMQ.Socket.set_linger_period debug_socket 100 ;
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let close_debug_socket () =
ZMQ.Socket.close debug_socket
in
(** Sends a log text to the debug socket *)
let send_log socket size t0 text =
let dt =
delta_t t0
in
let message =
Printf.sprintf "%20s : %8d : %10s : %s"
socket size text (Time.Span.to_string dt)
in
ZMQ.Socket.send debug_socket message
in
(** {2 Walkers} *)
(** Number of electrons *)
let elec_num =
Lazy.force Qputils.elec_num
in
(** Size of the walkers message *)
let walkers_size =
20*3*(elec_num+1)
in
(** Seconds after when the block is ended on the worker. *)
let block_time =
Input.Block_time.read ()
|> Input.Block_time.to_float
in
(** Total number of walkers to keep for restart *)
let walk_num_tot =
Input.Walk_num_tot.read ()
in
(** Array of walkers. The size is [walk_num_tot]. *)
let walkers_array =
let t0 =
Time.now ()
in
let j =
3*elec_num + 3
in
let result =
if ( not(Ezfio.has_electrons_elec_coord_pool ()) ) then
begin
Printf.printf "Generating initial walkers...\n%!";
Unix.fork_exec ~prog:(Lazy.force Qmcchem_config.qmc_create_walkers)
~args:["qmc_create_walkers" ; ezfio_filename] ()
|> Unix.waitpid_exn ;
Printf.printf "Initial walkers ready\n%!"
end ;
let size =
Ezfio.get_electrons_elec_coord_pool_size ()
and ez =
Ezfio.get_electrons_elec_coord_pool ()
|> Ezfio.flattened_ezfio
|> Array.map ~f:Float.to_string
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in
try
Array.init walk_num_tot ~f:(fun i ->
Array.sub ~pos:(j*(i mod size)) ~len:j ez)
with
| Invalid_argument _ ->
failwith "Walkers file is broken."
in
String.concat [ "Read " ; Int.to_string (Array.length result) ;
" walkers"]
|> send_log "status" 0 t0 ;
result
in
(** Id of the last saved walker (mutable). *)
let last_walker =
ref 0
in
(** Last time when the walkers were saved to disk. *)
let last_save_walkers =
ref (Time.now ())
in
(** Saves the walkers to disk. *)
let save_walkers () =
if (delta_t !last_save_walkers > (Time.Span.of_sec 10.) ) then
begin
let t0 =
Time.now ()
in
Ezfio.set_electrons_elec_coord_pool_size walk_num_tot ;
let walkers_list =
Array.map walkers_array ~f:Array.to_list
|> Array.to_list
|> List.concat
|> List.map ~f:Float.of_string
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in
Ezfio.set_electrons_elec_coord_pool (Ezfio.ezfio_array_of_list
~rank:3 ~dim:[| elec_num+1 ; 3 ; walk_num_tot |] ~data:walkers_list);
send_log "status" walk_num_tot t0 "Saved walkers";
last_save_walkers := Time.now ();
end
in
(** Increments the [last_walker] mutable value, and saves the walkers to
disk if the array of walkers is filled. In that case, sets the last_walker to 0.
*)
let increment_last_walker () =
last_walker := !last_walker + 1;
if (!last_walker = walk_num_tot) then
begin
last_walker := 0 ;
save_walkers ()
end
in
(** {2 Set of workers} *)
(** A hash table is kept to track the running workers. The keys are the
built as string containing the couple ([Compute_node], [PID]), and
the values are the last communication time.
*)
(** The hash table for workers *)
let workers_hash =
String.Table.create ()
in
(** Creates a key using the couple ([Compute_node], [PID]) *)
let key compute_node pid =
String.concat [
(Compute_node.to_string compute_node); " ";
(Pid.to_string pid) ]
in
(** Adds a new worker to the hash table.
@raise Failure when the worker is already in the table. *)
let add_worker w pid =
let s =
key w pid
in
match Hashtbl.add workers_hash ~key:s ~data:(Time.now ()) with
| `Ok -> ()
| `Duplicate -> failwith (s^" already registered")
in
(** Deletes a new worker from the hash table.
@raise Failure when the worker is not in the table. *)
let del_worker w pid =
let s =
key w pid
in
match Hashtbl.find workers_hash s with
| Some x -> Hashtbl.remove workers_hash s
| None -> failwith (s^" not registered")
in
(** Sets the last access of the worker to [Time.now ()] *)
let touch_worker w pid =
let s =
key w pid
in
Hashtbl.set workers_hash ~key:s ~data:(Time.now ())
in
(** Returns the number of connected workers *)
let n_connected hash now =
let delta =
Time.Span.of_sec (initialization_timeout +. block_time *. 2.)
in
Hashtbl.filter hash ~f:(fun x -> (Time.abs_diff now x) <= delta)
|> Hashtbl.length
in
(** Current PID. *)
let dataserver_pid =
Unix.getpid ()
in
(** Name of the blocks file written by the current process. *)
let block_channel_filename =
let dirname =
Lazy.force Block.dir_name
in
let () =
match Sys.is_directory dirname with
| `Yes -> ()
| _ -> Unix.mkdir_p dirname
in
Filename.concat dirname (
hostname ^ "." ^ (Pid.to_string dataserver_pid)
)
in
(** Name of the blocks file written by the current process, currently locked *)
let block_channel_filename_locked =
block_channel_filename ^ ".locked"
in
let block_channel_filename_tmp =
block_channel_filename ^ ".tmp"
in
(** [Out_channel] corresponding to the blocks file written by the current process. *)
let block_channel =
try
ref (Out_channel.create block_channel_filename_locked)
with
| Sys_error _ ->
begin
(* NFS Stale file handle :
* Wait 5 seconds, and retry *)
Time.Span.of_sec 5. |> Time.pause;
ref (Out_channel.create block_channel_filename_locked)
end
in
(** Compresses the blocks file by merging all blocks with the same block ID and the
same host name, but different PIDs. The result is merging all the CPU cores of
the compute nodes. Happens when [max_file_size] is reached.
*)
let compress_block_file filename =
let t0 =
Time.now ()
in
Out_channel.close !block_channel;
Unix.rename ~src:block_channel_filename_locked ~dst:block_channel_filename_tmp;
Random_variable.compress_files ();
send_log "status" 0 t0 "Compressed block file";
block_channel := Out_channel.create ~append:true block_channel_filename_locked
in
(** {2 Threads} *)
(** {3 Status thread} *)
let start_status_thread =
let t0 =
Time.now ()
in
Thread.create (fun () ->
send_log "status" 0 t0 "Starting status thread";
let socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.pub
and address =
Printf.sprintf "tcp://*:%d" (port+1)
in
bind_socket "PUB" socket address;
let delay =
Time.Span.of_ms 300.
and delay_read =
Time.Span.of_sec 2.
in
let start_time =
Time.now ()
and stop_time =
ref (Time.Span.of_sec Input.Stop_time.(read () |> to_float) )
in
let last_update =
ref start_time
in
while (!status <> Status.Stopped)
do
Time.pause delay;
let now =
Time.now ()
in
let status_string =
Status.to_string !status
in
ZMQ.Socket.send socket status_string;
send_log "status" (String.length status_string) now status_string;
let test =
if (Time.abs_diff now !last_update > delay_read) then
let n_connect =
n_connected workers_hash now
in
`Update n_connect
else if (Time.abs_diff now start_time > !stop_time) then
`Terminate
else if (Time.abs_diff now start_time > Time.Span.of_sec initialization_timeout) then
`Timeout
else
`None
in
match (daemon, !status, test) with
| (_ , _ , `None ) -> ()
| (_ , Status.Running , `Terminate ) -> change_status Status.Stopping
| (false, Status.Running , `Update 0 ) -> change_status Status.Stopped
| (true , Status.Running , `Update 0 ) -> change_status Status.Queued
| (_ , _ , `Update i ) ->
begin
status := Status.read ();
last_update := now;
stop_time := Time.Span.of_sec Input.Stop_time.(read () |> to_float) ;
let n_tot =
Hashtbl.length workers_hash
in
if (i <> n_tot) then
begin
Printf.sprintf "Connected workers : %d / %d" i n_tot
|> send_log "status" 0 now
end
end
| (false, Status.Queued , `Timeout ) -> change_status Status.Stopped
| (_, _, _) -> ()
;
done;
ZMQ.Socket.send socket (Status.to_string !status);
ZMQ.Socket.set_linger_period socket 1_000 ;
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ZMQ.Socket.close socket
)
in
(** {3 Log thread} *)
let start_log_thread =
let t0 =
Time.now ()
in
Thread.create (fun () ->
send_log "status" 0 t0 "Starting log thread";
let socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.xsub
and address =
Printf.sprintf "tcp://*:%d" (port+3)
in
bind_socket "XSUB" socket address;
let pollitem =
ZMQ.Poll.mask_of
[| (socket , ZMQ.Poll.In) ;
(debug_socket , ZMQ.Poll.In)
|]
in
while (!status <> Status.Stopped)
do
let polling =
ZMQ.Poll.poll ~timeout:1000 pollitem
in
if (polling.(0) = Some ZMQ.Poll.In) then
begin
let message =
ZMQ.Socket.recv_all ~block:false socket
|> String.concat ~sep:" "
in
let now =
Time.now ()
in
send_log "log" 0 now message
end
else if (polling.(1) = Some ZMQ.Poll.In) then
begin
(* Forward subscription from XPUB to XSUB *)
ZMQ.Socket.recv_all ~block:false debug_socket
|> ZMQ.Socket.send_all socket
end
done;
ZMQ.Socket.set_linger_period socket 1000 ;
ZMQ.Socket.close socket
)
in
(** {3 Main thread} *)
let random_walkers n_walks =
let rec walkers accu = function
| 0 -> accu
| n ->
let random_int =
Random.int (Strictly_positive_int.to_int n_walks)
in
let new_accu =
walkers_array.(random_int) :: accu
in
walkers new_accu (n-1)
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in
walkers [] (Strictly_positive_int.to_int n_walks)
|> Array.concat
|> Array.to_list
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in
let start_main_thread =
let wall0 =
Time.now ()
in
let f () =
change_status Status.Queued;
send_log "status" 0 wall0 "Starting main thread";
(** Reply socket *)
let rep_socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.rep
and address =
Printf.sprintf "tcp://*:%d" port
in
bind_socket "REP" rep_socket address;
ZMQ.Socket.set_receive_high_water_mark rep_socket 100_000;
ZMQ.Socket.set_send_high_water_mark rep_socket 100_000;
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ZMQ.Socket.set_immediate rep_socket true;
ZMQ.Socket.set_linger_period rep_socket 600_000 ;
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(** EZFIO Cache *)
let ezfio_cache =
String.Table.create ()
in
let handle_ezfio msg =
match Hashtbl.find ezfio_cache msg with
| Some result -> result
| None ->
begin
let result =
decode_ezfio_message msg
in
match (Hashtbl.add ezfio_cache ~key:msg ~data:result) with
| `Ok -> result
| `Duplicate -> result
end
in
(** Pull socket for computed data *)
let pull_socket =
ZMQ.Socket.create zmq_context ZMQ.Socket.pull
and address =
Printf.sprintf "tcp://*:%d" (port+2)
in
bind_socket "PULL" pull_socket address;
(** Address of the dataserver *)
let server_address =
let ip =
Lazy.force Qmcchem_config.ip_address
in
Printf.sprintf "tcp://%s:%d" ip port
in
Ezfio.set_simulation_http_server server_address;
Printf.printf "Server address: %s\n%!" server_address;
(** Polling item to poll REP and PULL sockets. *)
let pollitem =
ZMQ.Poll.mask_of
[| ( rep_socket, ZMQ.Poll.In) ;
( pull_socket, ZMQ.Poll.In) ;
|]
in
(** Handles messages coming into the REP socket. *)
let handle_rep () =
let raw_msg =
ZMQ.Socket.recv_all ~block:false rep_socket
in
let t0 =
Time.now ()
in
let msg =
List.map ~f:String.strip raw_msg
|> Message.create
and msg_size =
List.fold ~init:0 ~f:(fun accu x -> accu + (String.length x)) raw_msg
in
let handle = function
| Message.Error _ -> ()
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| Message.Ezfio ezfio_msg ->
let result =
handle_ezfio ezfio_msg
in
ZMQ.Socket.send_all rep_socket
[ String.length result
|> Printf.sprintf "%d " ;
result ] ;
send_log "rep" (String.length result) t0 ezfio_msg
| Message.GetWalkers n_walks ->
begin
send_log "req" msg_size t0 "get_walkers";
let result =
random_walkers n_walks
in
ZMQ.Socket.send_all rep_socket result;
send_log "rep" walkers_size t0 "get_walkers"
end
| Message.Register (w,pid) ->
begin
match !status with
| Status.Queued
| Status.Running ->
begin
String.concat [ "Register : " ;
(Compute_node.to_string w) ; " " ;
(Pid.to_string pid) ]
|> send_log "req" msg_size t0;
add_worker w pid;
if (!status = Status.Queued) then
change_status Status.Running ;
ZMQ.Socket.send rep_socket "OK";
send_log "rep" 2 t0 "Register : OK"
end
| Status.Stopping
| Status.Stopped ->
ZMQ.Socket.send rep_socket "Failed";
end
| Message.Unregister (w,pid) ->
begin
String.concat [ "Unregister : " ;
(Compute_node.to_string w) ; " " ;
(Pid.to_string pid) ]
|> send_log "req" msg_size t0;
ZMQ.Socket.send rep_socket "OK";
del_worker w pid;
String.concat [ "Unregister : ";
(Hashtbl.length workers_hash) |> Int.to_string ;
" remaining" ]
|> send_log "rep" 2 t0 ;
let n_connect =
n_connected workers_hash t0
in
match (daemon,n_connect) with
| (false,0) -> change_status Status.Stopped
| (true ,0) -> change_status Status.Queued
| _ -> ()
end
| Message.Test ->
begin
ZMQ.Socket.send rep_socket "OK";
send_log "rep" 2 t0 "Test"
end
| Message.Walkers (_, _, _)
| Message.Property _
-> failwith "Bad message"
in handle msg
in
(** Handles messages coming into the PULL socket. *)
let handle_pull status =
let raw_msg =
ZMQ.Socket.recv_all ~block:false pull_socket
in
let t0 =
Time.now ()
in
let msg =
List.map ~f:String.strip raw_msg
|> Message.create
and msg_size =
List.fold ~init:0 ~f:(fun accu x -> accu + (String.length x)) raw_msg
in
let recv_log =
send_log "pull" msg_size t0
in
let handle = function
| Message.Error _ -> ()
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| Message.Walkers (h,pid,w) ->
begin
if (status = Status.Running) then
touch_worker h pid ;
let log_msg =
Printf.sprintf "Walkers from %s : %d / %d / %d"
(key h pid) (Array.length w) (!last_walker) walk_num_tot
in
recv_log log_msg ;
for i=0 to ((Array.length w)-1)
do
Array.replace walkers_array (!last_walker) (fun _ -> Array.map
~f:Float.to_string w.(i));
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increment_last_walker ();
done;
let wall =
Printf.sprintf "%f %f # %s %s %s %d"
(Time.Span.to_sec (Time.abs_diff (Time.now ()) wall0))
1. (Property.to_string Property.Wall)
hostname (Pid.to_string dataserver_pid) 1
|> Block.of_string
in
match wall with
| Some wall ->
begin
Out_channel.output_string !block_channel (Block.to_string wall);
Out_channel.output_char !block_channel '\n';
end
| _ -> ()
end
| Message.Property b ->
begin
if (status = Status.Running) then
touch_worker b.Block.compute_node b.Block.pid ;
Out_channel.output_string !block_channel (Block.to_string b);
Out_channel.output_char !block_channel '\n';
recv_log (Block.to_string b)
end
| Message.Test
| Message.GetWalkers _
| Message.Ezfio _
| Message.Register (_, _)
| Message.Unregister (_, _)
-> failwith "Bad message"
in handle msg
in
(* Main loop *)
while (!status <> Status.Stopped)
do
let polling =
ZMQ.Poll.poll ~timeout:1000 pollitem
in
match polling.(1) with
| Some ZMQ.Poll.In -> handle_pull !status
| _ ->
begin
match polling.(0) with
| Some ZMQ.Poll.In -> handle_rep ()
| _ ->
begin
Out_channel.flush !block_channel ;
let file_size =
(Unix.stat block_channel_filename_locked).Unix.st_size
|> Float.of_int64
|> Byte_units.create `Bytes
in
if (file_size > !max_file_size) then
begin
compress_block_file ();
max_file_size := Byte_units.scale file_size 1.2;
end
end
end
done;
List.iter ~f:(fun socket ->
ZMQ.Socket.set_linger_period socket 1000 ;
ZMQ.Socket.close socket)
[ rep_socket ; pull_socket ]
in
Thread.create f
in
(** {2 Finalization} *)
(** Cleans all the open files, sockets, etc.
@param t0 is the initial time of the run, such that the wall time can be computed.
*)
let finalize ~t0 =
print_string "Finalizing...";
change_status Status.Stopped;
compress_block_file ();
send_log "status" 0 t0 "Done";
close_debug_socket ();
ZMQ.Context.terminate zmq_context;
begin
try
Out_channel.close !block_channel;
Unix.remove block_channel_filename_locked
with
| _ -> ()
end;
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Qmcchem_result.display_summary ~range:(0.,100.);
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in
(** {3 Main function} *)
let t0 =
Time.now ()
in
(* Handle signals *)
let handler s =
Watchdog.kill ();
in
List.iter [
Signal.term ;
Signal.quit ;
Signal.int
]
~f:(fun x -> Signal.Expert.handle x handler)
;
(* Run threads *)
begin
try
(List.iter ~f:Thread.join
[ start_status_thread () ;
start_log_thread () ;
start_main_thread () ;
])
with
| err ->
begin
print_endline "Trapped error. Waiting 10 seconds...";
change_status Status.Stopping;
Time.Span.of_sec 10. |> Time.pause;
finalize ~t0;
raise err
end
end;
finalize ~t0