logger = logging.getLogger('arvados.cwl-runner')
metrics = logging.getLogger('arvados.cwl-runner.metrics')
+max_res_pars = ("coresMin", "coresMax", "ramMin", "ramMax", "tmpdirMin", "tmpdirMax")
+sum_res_pars = ("outdirMin", "outdirMax")
+
def upload_workflow(arvRunner, tool, job_order, project_uuid, uuid=None,
submit_runner_ram=0, name=None, merged_map=None):
dedup[r["class"]] = r
return [dedup[r] for r in sorted(dedup.keys())]
-def get_max_res_req(res_reqs):
- """Take the max of a list of ResourceRequirement."""
+def get_overall_res_req(res_reqs):
+ """Take the overall of a list of ResourceRequirement,
+ i.e., the max of coresMin, coresMax, ramMin, ramMax, tmpdirMin, tmpdirMax
+ and the sum of outdirMin, outdirMax."""
- total_res_req = {}
+ all_res_req = {}
exception_msgs = []
- for a in ("coresMin", "coresMax", "ramMin", "ramMax", "tmpdirMin", "tmpdirMax", "outdirMin", "outdirMax"):
- total_res_req[a] = []
+ for a in max_res_pars + sum_res_pars:
+ all_res_req[a] = []
for res_req in res_reqs:
if a in res_req:
if isinstance(res_req[a], int): # integer check
- total_res_req[a].append(res_req[a])
+ all_res_req[a].append(res_req[a])
else:
msg = SourceLine(res_req).makeError(
"Non-top-level ResourceRequirement in single container cannot have expressions")
if exception_msgs:
raise WorkflowException("\n".join(exception_msgs))
else:
- max_res_req = {}
- for a in total_res_req:
- if total_res_req[a]:
- max_res_req[a] = max(total_res_req[a])
- if max_res_req:
- max_res_req["class"] = "ResourceRequirement"
- return cmap(max_res_req)
+ overall_res_req = {}
+ for a in all_res_req:
+ if all_res_req[a]:
+ if a in max_res_pars:
+ overall_res_req[a] = max(all_res_req[a])
+ elif a in sum_res_pars:
+ overall_res_req[a] = sum(all_res_req[a])
+ if overall_res_req:
+ overall_res_req["class"] = "ResourceRequirement"
+ return cmap(overall_res_req)
class ArvadosWorkflow(Workflow):
"""Wrap cwltool Workflow to override selected methods."""
builder = Builder()
builder.job = joborder
- builder.requirements = self.requirements
- builder.hints = self.hints
+ builder.requirements = workflowobj["requirements"]
+ builder.hints = workflowobj["hints"]
builder.resources = {}
res_reqs = {"requirements": [], "hints": []}
for req in item[t]:
if req["class"] == "ResourceRequirement":
eval_req = {"class": "ResourceRequirement"}
- for a in ("coresMin", "coresMax", "ramMin", "ramMax", "tmpdirMin", "tmpdirMax", "outdirMin", "outdirMax"):
+ for a in max_res_pars + sum_res_pars:
if a in req:
eval_req[a] = builder.do_eval(req[a])
res_reqs[t].append(eval_req)
for req in item[t]:
if req["class"] == "ResourceRequirement":
res_reqs[t].append(req)
- max_res_req = {"requirements": get_max_res_req(res_reqs["requirements"]),
- "hints": get_max_res_req(res_reqs["hints"])}
+ overall_res_req = {"requirements": get_overall_res_req(res_reqs["requirements"]),
+ "hints": get_overall_res_req(res_reqs["hints"])}
new_spec = {"requirements": self.requirements, "hints": self.hints}
for t in ("requirements", "hints"):
for req in new_spec[t]:
if req["class"] == "ResourceRequirement":
new_spec[t].remove(req)
- if max_res_req[t]:
- new_spec[t].append(max_res_req[t])
+ if overall_res_req[t]:
+ new_spec[t].append(overall_res_req[t])
upload_dependencies(self.arvrunner,
kwargs.get("name", ""),
"inputs": self.tool["inputs"],
"outputs": self.tool["outputs"],
"stdout": "cwl.output.json",
- "requirements": new_spec["requirements"]+[
+ "requirements": self.requirements+[
{
"class": "InitialWorkDirRequirement",
"listing": [{
"entry": json.dumps(joborder_keepmount, indent=2, sort_keys=True, separators=(',',': ')).replace("\\", "\\\\").replace('$(', '\$(').replace('${', '\${')
}]
}],
- "hints": new_spec["hints"],
+ "hints": self.hints,
"arguments": ["--no-container", "--move-outputs", "--preserve-entire-environment", "workflow.cwl#main", "cwl.input.yml"],
"id": "#"
})
@mock.patch("arvados.collection.CollectionReader")
@mock.patch("arvados.collection.Collection")
@mock.patch('arvados.commands.keepdocker.list_images_in_arv')
- def test_max_resource_singlecontainer(self, list_images_in_arv, mockcollection, mockcollectionreader):
+ def test_overall_resource_singlecontainer(self, list_images_in_arv, mockcollection, mockcollectionreader):
arvados_cwl.add_arv_hints()
api = mock.MagicMock()
'command': [u'cwltool', u'--no-container', u'--move-outputs', u'--preserve-entire-environment', u'workflow.cwl#main', u'cwl.input.yml'],
'task.stdout': 'cwl.output.json'}]},
'runtime_constraints': {
- 'min_scratch_mb_per_node': 2048,
+ 'min_scratch_mb_per_node': 4096,
'min_cores_per_node': 3,
'docker_image': 'arvados/jobs',
'min_ram_mb_per_node': 1024