feat: create batch with local ssd (GoogleCloudPlatform#11895)

Stepan Rasputny · m-strzelczyk · gcf-owl-bot[bot] · web-flow · commit b96b93501da8 · 2024-06-28T13:08:06.000+02:00
* feat: create batch with local ssd * adding tests * correct naming and logging * fix: according to comments * Update batch/create/create_with_ssd.py Co-authored-by: Maciej Strzelczyk <strzelczyk@google.com> * fix: remove redundant line after accepting suggestion * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md --------- Co-authored-by: Maciej Strzelczyk <strzelczyk@google.com> Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>
diff --git a/batch/create/create_with_ssd.py b/batch/create/create_with_ssd.py
@@ -0,0 +1,112 @@
+#  Copyright 2024 Google LLC
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+# [START batch_create_local_ssd_job]
+from google.cloud import batch_v1
+
+
+def create_local_ssd_job(
+    project_id: str, region: str, job_name: str, ssd_name: str
+) -> batch_v1.Job:
+    """
+    This method shows how to create a sample Batch Job that will run
+    a simple command on Cloud Compute instances with mounted local SSD.
+    Note: local SSD does not guarantee Local SSD data persistence.
+    More details here: https://cloud.google.com/compute/docs/disks/local-ssd#data_persistence
+
+    Args:
+        project_id: project ID or project number of the Cloud project you want to use.
+        region: name of the region you want to use to run the job. Regions that are
+            available for Batch are listed on: https://cloud.google.com/batch/docs/get-started#locations
+        job_name: the name of the job that will be created.
+            It needs to be unique for each project and region pair.
+        ssd_name: name of the local ssd to be mounted for your Job.
+
+    Returns:
+        A job object representing the job created.
+    """
+    client = batch_v1.BatchServiceClient()
+
+    # Define what will be done as part of the job.
+    task = batch_v1.TaskSpec()
+    runnable = batch_v1.Runnable()
+    runnable.script = batch_v1.Runnable.Script()
+    runnable.script.text = "echo Hello world! This is task ${BATCH_TASK_INDEX}. This job has a total of ${BATCH_TASK_COUNT} tasks."
+    task.runnables = [runnable]
+    task.max_retry_count = 2
+    task.max_run_duration = "3600s"
+
+    volume = batch_v1.Volume()
+    volume.device_name = ssd_name
+    volume.mount_path = f"/mnt/disks/{ssd_name}"
+    task.volumes = [volume]
+
+    # Tasks are grouped inside a job using TaskGroups.
+    # Currently, it's possible to have only one task group.
+    group = batch_v1.TaskGroup()
+    group.task_count = 4
+    group.task_spec = task
+
+    disk = batch_v1.AllocationPolicy.Disk()
+    disk.type_ = "local-ssd"
+    # The size of all the local SSDs in GB. Each local SSD is 375 GB,
+    # so this value must be a multiple of 375 GB.
+    # For example, for 2 local SSDs, set this value to 750 GB.
+    disk.size_gb = 375
+    assert disk.size_gb % 375 == 0
+
+    # Policies are used to define on what kind of virtual machines the tasks will run on.
+    # The allowed number of local SSDs depends on the machine type for your job's VMs.
+    # In this case, we tell the system to use "n1-standard-1" machine type, which require to attach local ssd manually.
+    # Read more about local disks here: https://cloud.google.com/compute/docs/disks/local-ssd#lssd_disk_options
+    policy = batch_v1.AllocationPolicy.InstancePolicy()
+    policy.machine_type = "n1-standard-1"
+
+    attached_disk = batch_v1.AllocationPolicy.AttachedDisk()
+    attached_disk.new_disk = disk
+    attached_disk.device_name = ssd_name
+    policy.disks = [attached_disk]
+
+    instances = batch_v1.AllocationPolicy.InstancePolicyOrTemplate()
+    instances.policy = policy
+
+    allocation_policy = batch_v1.AllocationPolicy()
+    allocation_policy.instances = [instances]
+
+    job = batch_v1.Job()
+    job.task_groups = [group]
+    job.allocation_policy = allocation_policy
+    job.labels = {"env": "testing", "type": "script"}
+    # We use Cloud Logging as it's an out of the box available option
+    job.logs_policy = batch_v1.LogsPolicy()
+    job.logs_policy.destination = batch_v1.LogsPolicy.Destination.CLOUD_LOGGING
+
+    create_request = batch_v1.CreateJobRequest()
+    create_request.job = job
+    create_request.job_id = job_name
+    # The job's parent is the region in which the job will run
+    create_request.parent = f"projects/{project_id}/locations/{region}"
+
+    return client.create_job(create_request)
+
+
+# [END batch_create_local_ssd_job]
+
+if __name__ == "__main__":
+    import google.auth
+
+    PROJECT = google.auth.default()[1]
+    REGION = "europe-west4"
+    job = create_local_ssd_job(PROJECT, REGION, "ssd-job-batch", "local-ssd-0")
+    print(job)
diff --git a/batch/tests/test_basics.py b/batch/tests/test_basics.py
@@ -28,6 +28,7 @@
 from ..create.create_with_gpu_no_mounting import create_gpu_job
 from ..create.create_with_script_no_mounting import create_script_job
 from ..create.create_with_service_account import create_with_custom_service_account_job
+from ..create.create_with_ssd import create_local_ssd_job
 
 from ..delete.delete_job import delete_job
 from ..get.get_job import get_job
@@ -39,7 +40,6 @@
 PROJECT = google.auth.default()[1]
 REGION = "europe-central2"
 ZONE = "europe-central2-b"
-
 TIMEOUT = 600  # 10 minutes
 
 WAIT_STATES = {
@@ -66,6 +66,11 @@ def service_account() -> str:
     return f"{project_number}-compute@developer.gserviceaccount.com"
 
 
+@pytest.fixture
+def disk_name():
+    return f"test-ssd-{uuid.uuid4().hex[:10]}"
+
+
 def _test_body(test_job: batch_v1.Job, additional_test: Callable = None, region=REGION):
     start_time = time.time()
     try:
@@ -144,3 +149,9 @@ def test_service_account_job(job_name, service_account):
     _test_body(
         job, additional_test=lambda: _check_service_account(job, service_account)
     )
+
+
+@flaky(max_runs=3, min_passes=1)
+def test_ssd_job(job_name: str, disk_name: str, capsys: "pytest.CaptureFixture[str]"):
+    job = create_local_ssd_job(PROJECT, REGION, job_name, disk_name)
+    _test_body(job, additional_test=lambda: _check_logs(job, capsys))
