Parse sinfo output to manage resources

coldfront/core/resource/management/commands/add_resource_defaults.py

@@ -41,9 +41,10 @@ def handle(self, *args, **options):
             ('quantity_default_value', 'Int'),
             ('quantity_label', 'Text'),
             ('xdmod_resource', 'Text'),
+            ('Features', 'Text'),
             # ('eula', 'Text'),
             # ('OnDemand','Yes/No'),
-            # ('ServiceEnd', 'Date'),
+            ('ServiceEnd', 'Date'),
             # ('ServiceStart', 'Date'),
             ('slurm_cluster', 'Text'),
             ('slurm_specs', 'Attribute Expanded Text'),

coldfront/plugins/slurm/management/commands/slurm_manage_resources.py

@@ -0,0 +1,179 @@
+import logging
+import os
+import re
+from functools import reduce
+from cProfile import Profile
+
+from django.core.management.base import BaseCommand, CommandError
+from simple_history.utils import bulk_update_with_history, bulk_create_with_history
+
+from coldfront.core.resource.models import ResourceType, ResourceAttribute, ResourceAttributeType, AttributeType, Resource
+from coldfront.core.project.models import Project
+from coldfront.plugins.slurm.utils import slurm_get_nodes_info
+from django.utils.datetime_safe import datetime
+
+logger = logging.getLogger(__name__)
+
+class Command(BaseCommand):
+    help = 'Manage slurm resources from sinfo output'
+
+    def get_output_from_file(self, file_path):
+        try:
+            keys = None
+            with open(file_path, 'r') as output_file:
+                for line in output_file:
+                    if keys is None:
+                        keys = re.sub(r'\s+', ' ', line).strip().lower().split(' ')
+                    else:
+                        values = re.sub(r'\s+', ' ', line).strip().split(' ')
+                        yield dict(zip(keys, values))
+        except FileNotFoundError:
+            logger.error(f"File at {file_path} does not exist. Cant simulate output.")
+        except IOError as e:
+            logger.error(f"An error occurred: {e}")
+
+    def add_arguments(self, parser):
+        parser.add_argument("-e", "--environment", help="Environment, use dev to simulate output")
+        parser.add_argument('--profile', action='store_true', default=False)
+
+    def handle(self, *args, **options):
+        if options.get('profile', False):
+            profiler = Profile()
+            profiler.runcall(self._handle, *args, **options)
+            profiler.print_stats()
+        else:
+            self._handle(*args, **options)
+
+    def _handle(self, *args, **options):
+        def calculate_gpu_count(gres_value):
+            if 'null' in gres_value:
+                return 0
+            gpu_list = gres_value.split('),')
+            return reduce(lambda x, y: x + y,[int(gpu_info.split(':')[2].replace('(S','')) for gpu_info in gpu_list])
+
+        def calculate_cpu_count(row):
+            if row.get('s:c:t', None) is None:
+                return 0
+            cpu_count = row.get('s:c:t').split(':')[1]
+            return int(cpu_count)
+
+        def calculate_owner_value(project_list, row):
+            owner_name = ''
+            project_name_list = [project.title for project in project_list]
+            owner_lists = row.get('groups', '').split(',')
+            owner_project = [name_owner for name_owner in owner_lists if name_owner in project_name_list]
+            if len(owner_project) > 0:
+                return owner_project[0]
+            if {'cluster_users', 'slurm-admin'}.issubset(set(owner_lists)):
+                return'FASRC'
+            return owner_name
+
+        env = options['environment']  or 'production'
+        if 'dev' in env:
+            output = self.get_output_from_file(os.path.join(os.getcwd(), 'coldfront/plugins/slurm/management/commands/sinfo_output.txt'))
+        else:
+            output = slurm_get_nodes_info()
+        logger.debug(f'Running on {env} mode')
+        project_list = Project.objects.all()
+        compute_node = ResourceType.objects.get(name='Compute Node')
+        attribute_type_name_list = ['GPU Count', 'Core Count', 'Features', 'Owner', 'ServiceEnd']
+        partition_resource_type = ResourceType.objects.get(name='Cluster Partition')
+        gpu_count_attribute_type = ResourceAttributeType.objects.get(name='GPU Count')
+        core_count_attribute_type = ResourceAttributeType.objects.get(name='Core Count')
+        features_attribute_type = ResourceAttributeType.objects.get(name='Features')
+        owner_attribute_type = ResourceAttributeType.objects.get(name='Owner')
+        service_end_attribute_type = ResourceAttributeType.objects.get(name='ServiceEnd')
+        existing_resource_attributes = list(ResourceAttribute.objects.filter(
+                resource_attribute_type__name__in=attribute_type_name_list,
+                resource__resource_type__name='Compute Node'
+            ).values_list('pk', 'resource__name', 'resource_attribute_type__name')
+        )
+        existing_resource_attributes_check = [f'{resource_att[1]} {resource_att[2]}'  for resource_att in existing_resource_attributes]
+        existing_resource_attributes_pk_map = {f'{resource_att[1]} {resource_att[2]}': resource_att[0] for resource_att in existing_resource_attributes}
+        processed_resources = set()
+        bulk_update_resource_attribute = []
+        bulk_create_resource_attribute = []
+        bulk_update_resource = []
+        processed_resource_attribute = []
+        for row in output:
+            new_resource, compute_node_created_created = Resource.objects.get_or_create(name=row['nodelist'], defaults={'is_allocatable':False, 'resource_type':compute_node})
+            Resource.objects.get_or_create(name=row['partition'], defaults={'resource_type':partition_resource_type})
+
+            gpu_count =  ResourceAttribute(resource_attribute_type=gpu_count_attribute_type, resource=new_resource, value=calculate_gpu_count(row['gres']))
+            gpu_count_key = f"{row['nodelist']} {gpu_count_attribute_type.name}"
+            if gpu_count_key in existing_resource_attributes_check:
+                gpu_count.pk = existing_resource_attributes_pk_map[gpu_count_key]
+                bulk_update_resource_attribute.append(gpu_count)
+            else:
+                if gpu_count_key not in processed_resource_attribute:
+                    bulk_create_resource_attribute.append(gpu_count)
+                    processed_resource_attribute.append(gpu_count_key)
+
+            core_count = ResourceAttribute(resource_attribute_type=core_count_attribute_type, resource=new_resource, value=calculate_cpu_count(row))
+            core_count_key = f"{row['nodelist']} {core_count_attribute_type.name}"
+            if core_count_key in existing_resource_attributes_check:
+                core_count.pk = existing_resource_attributes_pk_map[core_count_key]
+                bulk_update_resource_attribute.append(core_count)
+            else:
+                if core_count_key not in processed_resource_attribute:
+                    bulk_create_resource_attribute.append(core_count)
+                    processed_resource_attribute.append(core_count_key)
+
+            features = ResourceAttribute(resource_attribute_type=features_attribute_type, resource=new_resource, value=row.get('avail_features', '(null)'))
+            features_key = f"{row['nodelist']} {features_attribute_type.name}"
+            if features_key in existing_resource_attributes_check:
+                features.pk = existing_resource_attributes_pk_map[features_key]
+                bulk_update_resource_attribute.append(features)
+            else:
+                if features_key not in processed_resource_attribute:
+                    bulk_create_resource_attribute.append(features)
+                    processed_resource_attribute.append(features_key)
+
+            owner = ResourceAttribute(resource_attribute_type=owner_attribute_type, resource=new_resource, value=calculate_owner_value(project_list, row))
+            owner_key = f"{row['nodelist']} {owner_attribute_type.name}"
+            if owner_key in existing_resource_attributes_check:
+                owner.pk = existing_resource_attributes_pk_map[owner_key]
+                bulk_update_resource_attribute.append(owner)
+            else:
+                if owner_key not in processed_resource_attribute:
+                    bulk_create_resource_attribute.append(owner)
+                    processed_resource_attribute.append(owner_key)
+
+            if new_resource.is_available is False:
+                new_resource.is_available = True
+                bulk_update_resource.append(new_resource)
+                service_end_pk = existing_resource_attributes_pk_map[f"{row['nodelist']} {service_end_attribute_type.name}"]
+                bulk_update_resource_attribute.append(ResourceAttribute(resource=new_resource, value=None, resource_attribute_type=service_end_attribute_type, pk=service_end_pk))
+            processed_resources.add(new_resource.name)
+        try:
+            logger.debug(f'Updating {len(bulk_update_resource_attribute)} ResourceAttribute records')
+            bulk_update_with_history(bulk_update_resource_attribute, ResourceAttribute, ['value'], batch_size=500, default_change_reason='slurm_manage_resource command')
+            logger.debug(f'Updating {len(bulk_update_resource)} Resource records')
+            bulk_update_with_history(bulk_update_resource, Resource, ['is_available'], batch_size=500, default_change_reason='slurm_manage_resource command')
+            logger.debug(f'Creating {len(bulk_create_resource_attribute)} ResourceAttribute records')
+            bulk_create_with_history(bulk_create_resource_attribute, ResourceAttribute, batch_size=500, default_change_reason='slurm_manage_resource command')
+        except Exception as e:
+            logger.debug(f'Error processing resources info: {str(e)}')
+            raise
+        bulk_update_resource_attribute = []
+        bulk_create_resource_attribute = []
+        bulk_update_resource = []
+        for resource_to_delete in Resource.objects.exclude(name__in=list(processed_resources)).filter(is_available=True, resource_type=compute_node):
+            resource_to_delete.is_available = False
+            bulk_update_resource.append(resource_to_delete)
+            service_end = ResourceAttribute(resource=resource_to_delete, value=str(datetime.now()), resource_attribute_type=service_end_attribute_type)
+            if f"{resource_to_delete.name} {service_end_attribute_type.name}" in existing_resource_attributes_check:
+                service_end.pk = existing_resource_attributes_pk_map[f"{resource_to_delete.name} {service_end_attribute_type.name}"]
+                bulk_update_resource_attribute.append(service_end)
+            else:
+                bulk_create_resource_attribute.append(service_end)
+        try:
+            logger.debug(f'Decommissioning {len(bulk_update_resource)} Resource records')
+            bulk_update_with_history(bulk_update_resource, Resource, ['is_available'], batch_size=500, default_change_reason='slurm_manage_resource command')
+            logger.debug(f'Creating {len(bulk_create_resource_attribute)} ServiceEnd ResourceAttribute records')
+            bulk_create_with_history(bulk_create_resource_attribute, ResourceAttribute, batch_size=500, default_change_reason='slurm_manage_resource command')
+            logger.debug(f'Updating {len(bulk_update_resource_attribute)} ServiceEnd ResourceAttribute records')
+            bulk_update_with_history(bulk_update_resource_attribute, ResourceAttribute, ['value'], batch_size=500, default_change_reason='slurm_manage_resource command')
+        except Exception as e:
+            logger.error(f'Error cleaning up resources: {str(e)}')
+            raise

coldfront/plugins/slurm/utils.py

@@ -1,4 +1,5 @@
 import logging
+import re
 import shlex
 import struct
 import subprocess
@@ -34,6 +35,7 @@
 SLURM_CMD_CHECK_ASSOCIATION = SLURM_SACCTMGR_PATH + ' list associations User={} Cluster={} Account={} Format=Cluster,Account,User,QOS -P'
 SLURM_CMD_BLOCK_ACCOUNT = SLURM_SACCTMGR_PATH + ' -Q -i modify account {} where Cluster={} set GrpSubmitJobs=0'
 SLURM_CMD_DUMP_CLUSTER = SLURM_SACCTMGR_PATH + ' dump {} file={}'
+SLURM_CMD_SINFO_NODES = 'sinfo -N -r --format="%19N %23P %66G %5a %5c %8z %65f %50g"'
 SLURM_CMD_LIST_PARTITIONS = SLURM_SCONTROL_PATH + ' show partitions'
 SLURM_CMD_GET_USER_INFO = SLURM_SSHARE_PATH + ' -u {} -A {} -o Account,User,RawShares,NormShares,RawUsage,FairShare --parsable'
 
@@ -145,6 +147,18 @@ def slurm_block_account(cluster, account, noop=False):
     cmd = SLURM_CMD_BLOCK_ACCOUNT.format(shlex.quote(account), shlex.quote(cluster))
     _run_slurm_cmd(cmd, noop=noop)
 
+def slurm_get_nodes_info():
+    def table_to_dict_list(table_info):
+        keys = re.sub(r'\s+', ' ', table_info[0]).strip().lower().split(' ')
+        values = [re.sub(r'\s+', ' ', row).strip().split(' ') for row in table_info[1:]  if len(row)>0]
+        result_list = [dict(zip(keys, row)) for row in values if len(row)> 0]
+        return result_list
+
+    cmd = SLURM_CMD_SINFO_NODES
+    nodes_info = _run_slurm_cmd(cmd, noop=False)
+    nodes_info = nodes_info.decode('utf-8').split('\n')
+    return table_to_dict_list(nodes_info)
+
 def slurm_check_assoc(user, cluster, account):
     cmd = SLURM_CMD_CHECK_ASSOCIATION.format(
         shlex.quote(user), shlex.quote(cluster), shlex.quote(account)