Implement startup_order and stop_criteria

src/dstack/_internal/core/models/configurations.py

@@ -440,7 +440,7 @@ def convert_replicas(cls, v: Any) -> Range[int]:
             raise ValueError("The minimum number of replicas must be greater than or equal to 0")
         if v.max < v.min:
             raise ValueError(
-                "The maximum number of replicas must be greater than or equal to the minium number of replicas"
+                "The maximum number of replicas must be greater than or equal to the minimum number of replicas"
             )
         return v
 

src/dstack/_internal/core/models/fleets.py

@@ -20,6 +20,7 @@
     parse_idle_duration,
 )
 from dstack._internal.core.models.resources import Range, ResourcesSpec
+from dstack._internal.utils.common import list_enum_values_for_annotation
 from dstack._internal.utils.json_schema import add_extra_schema_types
 from dstack._internal.utils.tags import tags_validator
 
@@ -207,7 +208,11 @@ class InstanceGroupParams(CoreModel):
     spot_policy: Annotated[
         Optional[SpotPolicy],
         Field(
-            description="The policy for provisioning spot or on-demand instances: `spot`, `on-demand`, or `auto`"
+            description=(
+                "The policy for provisioning spot or on-demand instances:"
+                f" {list_enum_values_for_annotation(SpotPolicy)}."
+                f" Defaults to `{SpotPolicy.ONDEMAND.value}`"
+            )
         ),
     ] = None
     retry: Annotated[

src/dstack/_internal/core/models/profiles.py

@@ -6,6 +6,7 @@
 
 from dstack._internal.core.models.backends.base import BackendType
 from dstack._internal.core.models.common import CoreModel, Duration
+from dstack._internal.utils.common import list_enum_values_for_annotation
 from dstack._internal.utils.tags import tags_validator
 
 DEFAULT_RETRY_DURATION = 3600
@@ -32,6 +33,17 @@ class TerminationPolicy(str, Enum):
     DESTROY_AFTER_IDLE = "destroy-after-idle"
 
 
+class StartupOrder(str, Enum):
+    ANY = "any"
+    MASTER_FIRST = "master-first"
+    WORKERS_FIRST = "workers-first"
+
+
+class StopCriteria(str, Enum):
+    ALL_DONE = "all-done"
+    MASTER_DONE = "master-done"
+
+
 @overload
 def parse_duration(v: None) -> None: ...
 
@@ -102,7 +114,7 @@ class ProfileRetry(CoreModel):
         Field(
             description=(
                 "The list of events that should be handled with retry."
-                " Supported events are `no-capacity`, `interruption`, and `error`."
+                f" Supported events are {list_enum_values_for_annotation(RetryEvent)}."
                 " Omit to retry on all events"
             )
         ),
@@ -190,7 +202,11 @@ class ProfileParams(CoreModel):
     spot_policy: Annotated[
         Optional[SpotPolicy],
         Field(
-            description="The policy for provisioning spot or on-demand instances: `spot`, `on-demand`, or `auto`. Defaults to `on-demand`"
+            description=(
+                "The policy for provisioning spot or on-demand instances:"
+                f" {list_enum_values_for_annotation(SpotPolicy)}."
+                f" Defaults to `{SpotPolicy.ONDEMAND.value}`"
+            )
         ),
     ] = None
     retry: Annotated[
@@ -225,7 +241,11 @@ class ProfileParams(CoreModel):
     creation_policy: Annotated[
         Optional[CreationPolicy],
         Field(
-            description="The policy for using instances from fleets. Defaults to `reuse-or-create`"
+            description=(
+                "The policy for using instances from fleets:"
+                f" {list_enum_values_for_annotation(CreationPolicy)}."
+                f" Defaults to `{CreationPolicy.REUSE_OR_CREATE.value}`"
+            )
         ),
     ] = None
     idle_duration: Annotated[
@@ -241,6 +261,26 @@ class ProfileParams(CoreModel):
         Optional[UtilizationPolicy],
         Field(description="Run termination policy based on utilization"),
     ] = None
+    startup_order: Annotated[
+        Optional[StartupOrder],
+        Field(
+            description=(
+                f"The order in which master and workers jobs are started:"
+                f" {list_enum_values_for_annotation(StartupOrder)}."
+                f" Defaults to `{StartupOrder.ANY.value}`"
+            )
+        ),
+    ] = None
+    stop_criteria: Annotated[
+        Optional[StopCriteria],
+        Field(
+            description=(
+                "The criteria determining when a multi-node run should be considered finished:"
+                f" {list_enum_values_for_annotation(StopCriteria)}."
+                f" Defaults to `{StopCriteria.ALL_DONE.value}`"
+            )
+        ),
+    ] = None
     fleets: Annotated[
         Optional[list[str]], Field(description="The fleets considered for reuse")
     ] = None

src/dstack/_internal/server/background/tasks/process_running_jobs.py

@@ -18,6 +18,7 @@
     SSHConnectionParams,
 )
 from dstack._internal.core.models.metrics import Metric
+from dstack._internal.core.models.profiles import StartupOrder
 from dstack._internal.core.models.repos import RemoteRepoCreds
 from dstack._internal.core.models.runs import (
     ClusterInfo,
@@ -184,18 +185,10 @@ async def _process_running_job(session: AsyncSession, job_model: JobModel):
         if job_provisioning_data.hostname is None:
             await _wait_for_instance_provisioning_data(job_model=job_model)
         else:
-            # Wait until all other jobs in the replica have IPs assigned.
-            # This is needed to ensure cluster_info has all IPs set.
-            for other_job in run.jobs:
-                if (
-                    other_job.job_spec.replica_num == job.job_spec.replica_num
-                    and other_job.job_submissions[-1].status == JobStatus.PROVISIONING
-                    and other_job.job_submissions[-1].job_provisioning_data is not None
-                    and other_job.job_submissions[-1].job_provisioning_data.hostname is None
-                ):
-                    job_model.last_processed_at = common_utils.get_current_datetime()
-                    await session.commit()
-                    return
+            if _should_wait_for_other_nodes(run, job, job_model):
+                job_model.last_processed_at = common_utils.get_current_datetime()
+                await session.commit()
+                return
 
             # fails are acceptable until timeout is exceeded
             if job_provisioning_data.dockerized:
@@ -406,6 +399,48 @@ async def _wait_for_instance_provisioning_data(job_model: JobModel):
     job_model.job_provisioning_data = job_model.instance.job_provisioning_data
 
 
+def _should_wait_for_other_nodes(run: Run, job: Job, job_model: JobModel) -> bool:
+    for other_job in run.jobs:
+        if (
+            other_job.job_spec.replica_num == job.job_spec.replica_num
+            and other_job.job_submissions[-1].status == JobStatus.PROVISIONING
+            and other_job.job_submissions[-1].job_provisioning_data is not None
+            and other_job.job_submissions[-1].job_provisioning_data.hostname is None
+        ):
+            logger.debug(
+                "%s: waiting for other job to have IP assigned",
+                fmt(job_model),
+            )
+            return True
+    master_job = find_job(run.jobs, job.job_spec.replica_num, 0)
+    if (
+        job.job_spec.job_num != 0
+        and run.run_spec.merged_profile.startup_order == StartupOrder.MASTER_FIRST
+        and master_job.job_submissions[-1].status != JobStatus.RUNNING
+    ):
+        logger.debug(
+            "%s: waiting for master job to become running",
+            fmt(job_model),
+        )
+        return True
+    if (
+        job.job_spec.job_num == 0
+        and run.run_spec.merged_profile.startup_order == StartupOrder.WORKERS_FIRST
+    ):
+        for other_job in run.jobs:
+            if (
+                other_job.job_spec.replica_num == job.job_spec.replica_num
+                and other_job.job_spec.job_num != job.job_spec.job_num
+                and other_job.job_submissions[-1].status != JobStatus.RUNNING
+            ):
+                logger.debug(
+                    "%s: waiting for worker job to become running",
+                    fmt(job_model),
+                )
+                return True
+    return False
+
+
 @runner_ssh_tunnel(ports=[DSTACK_SHIM_HTTP_PORT], retries=1)
 def _process_provisioning_with_shim(
     ports: Dict[int, int],

src/dstack/_internal/server/background/tasks/process_runs.py

@@ -10,7 +10,7 @@
 import dstack._internal.server.services.gateways as gateways
 import dstack._internal.server.services.services.autoscalers as autoscalers
 from dstack._internal.core.errors import ServerError
-from dstack._internal.core.models.profiles import RetryEvent
+from dstack._internal.core.models.profiles import RetryEvent, StopCriteria
 from dstack._internal.core.models.runs import (
     Job,
     JobStatus,
@@ -313,6 +313,10 @@ async def _process_active_run(session: AsyncSession, run_model: RunModel):
             termination_reason = RunTerminationReason.RETRY_LIMIT_EXCEEDED
         else:
             raise ValueError(f"Unexpected termination reason {run_termination_reasons}")
+    elif _should_stop_on_master_done(run):
+        new_status = RunStatus.TERMINATING
+        # ALL_JOBS_DONE is used for all DONE reasons including master-done
+        termination_reason = RunTerminationReason.ALL_JOBS_DONE
     elif RunStatus.RUNNING in run_statuses:
         new_status = RunStatus.RUNNING
     elif RunStatus.PROVISIONING in run_statuses:
@@ -434,3 +438,12 @@ def _can_retry_single_job(run_spec: RunSpec) -> bool:
     # We could make partial retry in some multi-node cases.
     # E.g. restarting a worker node, independent jobs.
     return False
+
+
+def _should_stop_on_master_done(run: Run) -> bool:
+    if run.run_spec.merged_profile.stop_criteria != StopCriteria.MASTER_DONE:
+        return False
+    for job in run.jobs:
+        if job.job_spec.job_num == 0 and job.job_submissions[-1].status == JobStatus.DONE:
+            return True
+    return False

src/dstack/_internal/server/testing/common.py

@@ -308,12 +308,13 @@ async def create_job(
 ) -> JobModel:
     run_spec = RunSpec.parse_raw(run.run_spec)
     job_spec = (await get_job_specs_from_run_spec(run_spec, replica_num=replica_num))[0]
+    job_spec.job_num = job_num
     job = JobModel(
         project_id=run.project_id,
         run_id=run.id,
         run_name=run.run_name,
         job_num=job_num,
-        job_name=run.run_name + f"-0-{replica_num}",
+        job_name=run.run_name + f"-{job_num}-{replica_num}",
         replica_num=replica_num,
         submission_num=submission_num,
         submitted_at=submitted_at,

src/dstack/_internal/utils/common.py

@@ -314,3 +314,7 @@ def make_proxy_url(server_url: str, proxy_url: str) -> str:
         path=concat_url_path(server.path, proxy.path),
     )
     return proxy.geturl()
+
+
+def list_enum_values_for_annotation(enum_class: type[enum.Enum]) -> str:
+    return ", ".join(f"`{e.value}`" for e in enum_class)

src/dstack/api/server/_fleets.py

@@ -126,6 +126,10 @@ def _get_fleet_spec_excludes(fleet_spec: FleetSpec) -> Optional[Dict]:
         configuration_excludes["tags"] = True
     if profile.tags is None:
         profile_excludes.add("tags")
+    if profile.startup_order is None:
+        profile_excludes.add("startup_order")
+    if profile.stop_criteria is None:
+        profile_excludes.add("stop_criteria")
     if configuration_excludes:
         spec_excludes["configuration"] = configuration_excludes
     if profile_excludes:

src/dstack/api/server/_runs.py

@@ -188,6 +188,14 @@ def _get_run_spec_excludes(run_spec: RunSpec) -> Optional[Dict]:
         configuration_excludes["shell"] = True
     if configuration.priority is None:
         configuration_excludes["priority"] = True
+    if configuration.startup_order is None:
+        configuration_excludes["startup_order"] = True
+    if profile is not None and profile.startup_order is None:
+        profile_excludes.add("startup_order")
+    if configuration.stop_criteria is None:
+        configuration_excludes["stop_criteria"] = True
+    if profile is not None and profile.stop_criteria is None:
+        profile_excludes.add("stop_criteria")
 
     if configuration_excludes:
         spec_excludes["configuration"] = configuration_excludes

src/tests/_internal/server/background/tasks/test_process_running_jobs.py

@@ -12,7 +12,7 @@
 from dstack._internal.core.models.common import NetworkMode
 from dstack._internal.core.models.configurations import DevEnvironmentConfiguration
 from dstack._internal.core.models.instances import InstanceStatus
-from dstack._internal.core.models.profiles import UtilizationPolicy
+from dstack._internal.core.models.profiles import StartupOrder, UtilizationPolicy
 from dstack._internal.core.models.runs import (
     JobRuntimeData,
     JobStatus,
@@ -805,3 +805,76 @@ async def test_gpu_utilization(
         else:
             assert job.termination_reason is None
             assert job.termination_reason_message is None
+
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize("test_db", ["sqlite", "postgres"], indirect=True)
+    async def test_master_job_waits_for_workers(self, test_db, session: AsyncSession):
+        project = await create_project(session=session)
+        user = await create_user(session=session)
+        repo = await create_repo(
+            session=session,
+            project_id=project.id,
+        )
+        run_spec = get_run_spec(
+            run_name="test-run",
+            repo_id=repo.name,
+        )
+        run_spec.configuration.startup_order = StartupOrder.WORKERS_FIRST
+        run = await create_run(
+            session=session,
+            project=project,
+            repo=repo,
+            user=user,
+            run_spec=run_spec,
+        )
+        instance1 = await create_instance(
+            session=session,
+            project=project,
+            status=InstanceStatus.BUSY,
+        )
+        instance2 = await create_instance(
+            session=session,
+            project=project,
+            status=InstanceStatus.BUSY,
+        )
+        job_provisioning_data = get_job_provisioning_data(dockerized=False)
+        master_job = await create_job(
+            session=session,
+            run=run,
+            status=JobStatus.PROVISIONING,
+            job_provisioning_data=job_provisioning_data,
+            instance_assigned=True,
+            instance=instance1,
+            job_num=0,
+            last_processed_at=datetime(2023, 1, 2, 3, 4, tzinfo=timezone.utc),
+        )
+        worker_job = await create_job(
+            session=session,
+            run=run,
+            status=JobStatus.PROVISIONING,
+            job_provisioning_data=job_provisioning_data,
+            instance_assigned=True,
+            instance=instance2,
+            job_num=1,
+            last_processed_at=datetime(2023, 1, 2, 3, 5, tzinfo=timezone.utc),
+        )
+        await process_running_jobs()
+        await session.refresh(master_job)
+        assert master_job.status == JobStatus.PROVISIONING
+        worker_job.status = JobStatus.RUNNING
+        # To guarantee master_job is processed next
+        master_job.last_processed_at = datetime(2023, 1, 2, 3, 4, tzinfo=timezone.utc)
+        await session.commit()
+        with (
+            patch("dstack._internal.server.services.runner.ssh.SSHTunnel"),
+            patch(
+                "dstack._internal.server.services.runner.client.RunnerClient"
+            ) as RunnerClientMock,
+        ):
+            runner_client_mock = RunnerClientMock.return_value
+            runner_client_mock.healthcheck.return_value = HealthcheckResponse(
+                service="dstack-runner", version="0.0.1.dev2"
+            )
+            await process_running_jobs()
+        await session.refresh(master_job)
+        assert master_job.status == JobStatus.RUNNING

src/tests/_internal/server/routers/test_fleets.py

@@ -364,6 +364,8 @@ async def test_creates_fleet(self, test_db, session: AsyncSession, client: Async
                     "creation_policy": None,
                     "idle_duration": None,
                     "utilization_policy": None,
+                    "startup_order": None,
+                    "stop_criteria": None,
                     "name": "",
                     "default": False,
                     "reservation": None,
@@ -485,6 +487,8 @@ async def test_creates_ssh_fleet(self, test_db, session: AsyncSession, client: A
                     "creation_policy": None,
                     "idle_duration": None,
                     "utilization_policy": None,
+                    "startup_order": None,
+                    "stop_criteria": None,
                     "name": "",
                     "default": False,
                     "reservation": None,