Reference Implmentation of the Process Management Interface Exascale (PMIx) standard

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Please note that the tool-based launch of applications is a subject of current RFC development. Thus, the description on this page should be considered a “draft” at this time and is provided to help stimulate discussion.

RFC0022b Fig

In the indirect-launch use-case, the resource manager (RM) itself is not involved in launching application processes or debugger daemons. Indeed, in some cases the RM has no actual visibility of those processes, nor knowledge of their existence. Instead, processes are started via an intermediate launcher such as mpiexec (which we will use for this example). In turn, the intermediate launcher starts its own network of daemons (e.g., mpid) that assume responsibility for launching and supporting the job. The intermediate launcher may use the RM to launch the daemons, or ssh, depending on the precise implementation, environment, and user preferences.

A primary objective during the design of this operational mode is to avoid any requirement that the debugger parse and/or understand the command line of mpiexec. Thus, the focus is on cleanly passing all non-debugger options from the initial command line to mpiexec, using the PMIx tool-to-server connection to communicate any other directives.

In this operational mode, the user invokes a tool (typically on a non-compute, or “head”, node) that in turn uses mpiexec to launch their application – a typical command line might look like the following:

$ dbgr -dbgoption mpiexec -n 32 ./myapp

The tool may subsequently invoke mpiexec by simply executing it from a command line (e.g., using the Posix “system” function), or it may fork/exec it, or may request that it be started by the RM using the PMIx_Spawn API. The above illustration uses the last method. Regardless of how it is started, the debugger sets the PMIX_LAUNCHER_PAUSE_FOR_TOOL in the environment of mpiexec or in the pmix_info_t array in the spawn command. This instructs mpiexec to pause after initialization so it can receive further instructions from the debugger. This might include a request to co-spawn debugger daemons along with the application, or further directives relating to the startup of the application (e.g., to LD_PRELOAD a library, or replace the launcher’s local spawn agent with one provided by the debugger).

As mpiexec starts up, it calls PMIx_server_init to setup its PMIx server. The server initialization includes writing a server-level rendezvous file that allows other processes (such as the originating debugger) to connect to the server. It then pauses, awaiting further instructions from the debugger.

Armed with the pid (returned by fork/exec or the “system” command) or the namespace (returned by PMIx_Spawn) of the executing mpiexec, the debugger tool utilizes the PMIx_tool_switch_server API to complete the connection to the mpiexec server. Note that:

At this point, the debugger can execute any PMIx operation, including:

Once ready to launch, mpiexec parses its command line to obtain a description of the desired job. An allocation of resources may or may not have been made in advance (either by the user, or by the tool prior to starting mpiexec)- if not, then mpiexec may itself utilize the PMIx_Alloc API to obtain one from the system-level PMIx server. Once resources are available, mpiexec initiates the launch process by first spawning its daemon network across the allocation – in the above diagram, this is done via ssh commands. After the daemons have launched and wired up, mpiexec sends an application launch command to its daemons, which then start their local client processes and debugger daemons, providing the latter with all information required for them to attach to their targets.

The following example illustrates how a debugger tool would execute an indirect launch using the mpiexec launcher from some supporting MPI library. There are a few points worth noting:

#define _GNU_SOURCE
#include <stdio.h>
#include <stdlib.h>
#include <unistd.h>
#include <time.h>
#include <pthread.h>

#include <pmix_tool.h>

typedef struct {
    pthread_mutex_t mutex;
    pthread_cond_t cond;
    volatile bool active;
    pmix_status_t status;
} mylock_t;

#define DEBUG_CONSTRUCT_LOCK(l)                     \
    do {                                            \
        pthread_mutex_init(&(l)->mutex, NULL);      \
        pthread_cond_init(&(l)->cond, NULL);        \
        (l)->active = true;                         \
        (l)->status = PMIX_SUCCESS;                 \
    } while(0)

#define DEBUG_DESTRUCT_LOCK(l)              \
    do {                                    \
        pthread_mutex_destroy(&(l)->mutex); \
        pthread_cond_destroy(&(l)->cond);   \
    } while(0)

#define DEBUG_WAIT_THREAD(lck)                                      \
    do {                                                            \
        pthread_mutex_lock(&(lck)->mutex);                          \
        while ((lck)->active) {                                     \
            pthread_cond_wait(&(lck)->cond, &(lck)->mutex);         \
        }                                                           \
        pthread_mutex_unlock(&(lck)->mutex);                        \
    } while(0)

#define DEBUG_WAKEUP_THREAD(lck)                        \
    do {                                                \
        pthread_mutex_lock(&(lck)->mutex);              \
        (lck)->active = false;                          \
        pthread_cond_broadcast(&(lck)->cond);           \
        pthread_mutex_unlock(&(lck)->mutex);            \
    } while(0)

static mylock_t waiting_for_client;
static pmix_proc_t myproc;
static char mpiexec_nspace[PMIX_MAX_NSLEN+1];

/* this is the event notification function we pass down below
 * when registering for general events - i.e.,, the default
 * handler. */
static void notification_fn(size_t evhdlr_registration_id,
                            pmix_status_t status,
                            const pmix_proc_t *source,
                            pmix_info_t info[], size_t ninfo,
                            pmix_info_t results[], size_t nresults,
                            pmix_event_notification_cbfunc_fn_t cbfunc,
                            void *cbdata)
    /* this example doesn't do anything with default events */
    if (NULL != cbfunc) {
        cbfunc(PMIX_EVENT_ACTION_COMPLETE, NULL, 0, NULL, NULL, cbdata);

/* this is an event notification function that we explicitly request
 * be called when the PMIX_ERR_JOB_TERMINATED notification is issued.
 * We could catch it in the general event notification function and test
 * the status to see if it was "job terminated", but it often is simpler
 * to declare a use-specific notification callback point. In this case,
 * we are asking to know whenever a job terminates, and we will then
 * know we can exit */
static void release_fn(size_t evhdlr_registration_id,
                       pmix_status_t status,
                       const pmix_proc_t *source,
                       pmix_info_t info[], size_t ninfo,
                       pmix_info_t results[], size_t nresults,
                       pmix_event_notification_cbfunc_fn_t cbfunc,
                       void *cbdata)
    /* tell the event handler state machine that we are the last step */
    if (NULL != cbfunc) {
        cbfunc(PMIX_EVENT_ACTION_COMPLETE, NULL, 0, NULL, NULL, cbdata);
    /* if this was mpiexec, then flag it */
    if (0 == strncmp(source->nspace, mpiexec_space, PMIX_MAX_NSLEN)) {
        waiting_for_client.status = status;
        fprintf(stderr, "JOB HAS EXITED\n");

/* event handler registration is done asynchronously because it
 * may involve the PMIx server registering with the host RM for
 * external events. So we provide a callback function that returns
 * the status of the request (success or an error), plus a numerical index
 * to the registered event. The index is used later on to deregister
 * an event handler - if we don't explicitly deregister it, then the
 * PMIx server will do so when it see us exit */
static void evhandler_reg_callbk(pmix_status_t status,
                                 size_t evhandler_ref,
                                 void *cbdata)
    mylock_t *lock = (mylock_t*)cbdata;

    if (PMIX_SUCCESS != status) {
        fprintf(stderr, "Client %s:%d EVENT HANDLER REGISTRATION FAILED WITH STATUS %d, ref=%lu\n",
                   myproc.nspace, myproc.rank, status, (unsigned long)evhandler_ref);
    lock->status = status;

int main(int argc, char **argv)
    pmix_status_t rc;
    pmix_app_t app, debugger;
    pmix_info_t *info;
    char cwd[1024], *tmp;
    pmix_status_t code;
    mylock_t mylock;
    pid_t pid;
    pmix_proc_t wildcard;
    pmix_envar_t preload;

    pid = getpid();

    info = NULL;
    ninfo = 0;

    memset(clientnspace, 0, sizeof(clientnspace));

    /* we are going to ask the RM to launch mpiexec for us,
     * so we want to connect only to the system-level
     * PMIx server */
    PMIX_INFO_CREATE(info, 1);
    /* init as a tool */
    if (PMIX_SUCCESS != (rc = PMIx_tool_init(&myproc, info, ninfo))) {
        fprintf(stderr, "PMIx_tool_init failed: %d\n", rc);
    PMIX_INFO_FREE(info, ninfo);

    fprintf(stderr, "Tool ns %s rank %d pid %lu: Running\n", myproc.nspace, myproc.rank, (unsigned long)pid);

    /* register a default event handler. We don't technically
     * need to register one, but it is usually good practice to
     * catch any events that occur */
    PMIx_Register_event_handler(NULL, 0, NULL, 0,
                                notification_fn, evhandler_reg_callbk, (void*)&mylock);

    /* register another handler specifically for when
     * mpiexec completes */
    PMIx_Register_event_handler(&code, 1, NULL, 0,
                                release_fn, evhandler_reg_callbk, (void*)&mylock);

    /* we will use one pmix_app_t struct for mpiexec
     * which will include the argv required for mpiexec to construct
     * its launch command */

    getcwd(cwd, 1024);  // point us to our current directory

    /* In this example, no debugger cmd line options were given, so
     * we can start with the first argv position being the
     * "mpiexec" command */
    app.cmd = strdup(argv[1]);
    /* copy over the argv array provided by the user. This will
     * ensure that mpiexec is able to parse its own cmd line
     * and avoids forcing the debugger to understand it */
    for (n=1; n < argc; n++ {
        PMIX_ARGV_APPEND(rc, app.argv, argv[n]);
    app.cwd = strdup(cwd);
    app.maxprocs = 1;
    /* we do have some attributes to pass for this app */
    app.ninfo = 8;
    PMIX_INFO_CREATE(, app.ninfo);
    /* mark that this app is a launcher - the RM may not care, but we provide
     * the additional info just in case it does */
    /* indicate that we want all output forwarded to us - note that
     * we don't need to forward the output from the application or
     * debugger daemons directly as we expect mpiexec to do that
     * for us, so we just need to tell mpiexec to send it to us */
    PMIX_INFO_LOAD(&[1], PMIX_FWD_STDOUT, NULL, PMIX_BOOL);  // forward stdout to me
    PMIX_INFO_LOAD(&[2], PMIX_FWD_STDERR, NULL, PMIX_BOOL);  // forward stderr to me
    /* ask that we be notified when the entire job completes so we can exit */
    /* instruct mpiexec to use our own local fork/exec agent in place
     * of its internal one */
    /* indicate that we want the procs to wait for debugger release according to the
     * following preferred mechanisms, taking the first one that is supported:
     *    - at first instruction
     *    - in a location programmed by the app or embedded library 
     *    - in PMIx_Init
    /* tell it to wait for further instructions */
    /* ask that it preload our special library */
    preload.envar = "LD_PRELOAD";
    preload.value = "";
    preload.separator = ':';

    /* spawn mpiexec - the function will return when mpiexec has
     * been started */
    fprintf(stderr, "Debugger: spawning mpiexec\n");
    if (PMIX_SUCCESS != (rc = PMIx_Spawn(NULL, 0, &app, 1, mpiexec_nspace))) {
        fprintf(stderr, "mpiexec failed to launch with error: %s(%d)\n", PMIx_Error_string(rc), rc);
        goto done;

    /* now that mpiexec has started, we can initiate the connection request.
     * The process will scan for rendezvous files matching the specified
     * description - this will continue until complete, or a given timeout
     * is reached. If successful, the connection to the system server
     * will have been replaced with a connection to the mpiexec server */
    if (PMIX_SUCCESS != (rc = PMIx_tool_switch_server(mpiexec_nspace, NULL, 0))) {
        fprintf(stderr, "Failed to connect to mpiexec server\n");
        goto done;

    /* construct the debugger description */
    debugger.cmd = strdup("debuggerd");
    PMIX_ARGV_APPEND(rc, debugger.argv, "debuggerd");
    debugger.cwd = strdup(cwd);
    /* provide directives so the daemons go where we want, and
     * let mpiexec know these are debugger daemons */
    debugger.ninfo = 4;
    PMIX_INFO_CREATE(, app[1].ninfo);
    /* instruct mpiexec to launch one copy of the debugger daemon for
     * each application process - each daemon will know its relative
     * rank on the local node, and the relative rank of all application
     * procs on the node. Thus, the daemons have all required info to
     * identify their target proc */
    PMIX_INFO_LOAD(&[0], PMIX_MAPBY, "ppr:1:proc", PMIX_STRING);
    /* flag that these are debugger daemons */
    /* tell the debugger daemon that app procs are waiting to be released - the
     * debugger must obtain the mechanism by querying it from the
     * provided job-level info of the target application */
    /* ask our PMIx library to forward a copy of my stdin to all debugger daemons */
    wildcard = PMIX_RANK_WILDCARD;

    /* provide a directive instructing mpiexec to execute its actions */

    /* spawn */
    fprintf(stderr, "Debugger: spawning application\n");
    if (PMIX_SUCCESS != (rc = PMIx_Spawn(&info, 1, &debugger, 1, debuggernspace))) {
        fprintf(stderr, "mpiexec failed to launch with error: %s(%d)\n", PMIx_Error_string(rc), rc);
        goto done;

    /* this is where a debugger tool would wait until the debug operation is complete. Note
     * that the PMIx progress thread is capturing stdin and forwarding it in the background */
    rc = waiting_for_client.status;