Simplify output when launching MAST jobs

.meta/mast/main.py

@@ -63,8 +63,6 @@ async def main(cfg: DictConfig, mode: str = "detached", extra_args: list = None)
             extra_args=extra_args or [],
         )
         await launcher.launch_mast_job()
-        print(f"MAST job {launcher.job_name} launched successfully with client role.")
-        print("The client is running inside MAST and will execute the training.")
     else:
         # In remote mode, we're already running inside MAST, so mount directory, init provisioner and run training
         mount_mnt_directory("/mnt/wsfuse")
@@ -97,7 +95,6 @@ def _main(cfg):
         # Override job name from CLI
         if args.job_name:
             cfg[JOB_NAME_KEY] = args.job_name
-            print(f"Using job name: {args.job_name}")
         asyncio.run(main(cfg, mode=args.mode, extra_args=remaining))
 
     _main()  # @parse grabs the cfg from CLI

src/forge/controller/launcher.py

@@ -24,8 +24,7 @@
 from monarch._src.actor.allocator import RemoteAllocator, TorchXRemoteAllocInitializer
 from monarch.actor import Actor, endpoint, ProcMesh
 from monarch.tools import commands
-from monarch.tools.commands import info
-from monarch.tools.components import hyperactor
+from monarch.tools.commands import create, info
 from monarch.tools.config import Config, Workspace
 
 from forge.types import Launcher, LauncherConfig
@@ -259,8 +258,12 @@ async def launch_mast_job(self):
             ),
         )
 
-        await commands.get_or_create(self.job_name, config)
-        return server_spec
+        job_handle = create(config, name=self.job_name)
+        print(
+            f"MAST job launched successfully:\n"
+            f"\033[34mhttps://www.internalfb.com/mlhub/pipelines/runs/mast/{self.job_name}\033[0m"
+        )
+        return job_handle
 
     def add_additional_packages(self, packages: "Packages") -> "Packages":
         packages.add_package("oil.oilfs:stable")