import os import json import copy import logging from cwltool.pack import pack from cwltool.load_tool import fetch_document from cwltool.process import shortname from cwltool.workflow import Workflow import ruamel.yaml as yaml from .runner import upload_docker, upload_dependencies from .arvtool import ArvadosCommandTool logger = logging.getLogger('arvados.cwl-runner') def upload_workflow(arvRunner, tool, job_order, project_uuid, update_uuid): upload_docker(arvRunner, tool) document_loader, workflowobj, uri = (tool.doc_loader, tool.doc_loader.fetch(tool.tool["id"]), tool.tool["id"]) packed = pack(document_loader, workflowobj, uri, tool.metadata) main = [p for p in packed["$graph"] if p["id"] == "#main"][0] for inp in main["inputs"]: sn = shortname(inp["id"]) if sn in job_order: inp["default"] = job_order[sn] name = os.path.basename(tool.tool["id"]) upload_dependencies(arvRunner, name, document_loader, packed, uri, False) body = { "workflow": { "owner_uuid": project_uuid, "name": tool.tool.get("label", name), "description": tool.tool.get("doc", ""), "definition":yaml.safe_dump(packed) }} if update_uuid: return arvRunner.api.workflows().update(uuid=update_uuid, body=body).execute(num_retries=arvRunner.num_retries)["uuid"] else: return arvRunner.api.workflows().create(body=body).execute(num_retries=arvRunner.num_retries)["uuid"] class ArvadosWorkflow(Workflow): """Wrap cwltool Workflow to override selected methods.""" def __init__(self, arvrunner, toolpath_object, **kwargs): super(ArvadosWorkflow, self).__init__(toolpath_object, **kwargs) self.arvrunner = arvrunner self.work_api = kwargs["work_api"] def job(self, joborder, output_callback, **kwargs): kwargs["work_api"] = self.work_api req, _ = self.get_requirement("http://arvados.org/cwl#RunInSingleContainer") if req: document_loader, workflowobj, uri = (self.doc_loader, self.doc_loader.fetch(self.tool["id"]), self.tool["id"]) workflowobj["requirements"] = self.requirements + workflowobj.get("requirements", []) workflowobj["hints"] = self.hints + workflowobj.get("hints", []) packed = pack(document_loader, workflowobj, uri, self.metadata) wf_runner = { "class": "CommandLineTool", "baseCommand": "cwltool", "inputs": self.tool["inputs"], "outputs": self.tool["outputs"], "stdout": "cwl.output.json", "requirements": workflowobj["requirements"]+[ {"class": "InlineJavascriptRequirement"}, { "class": "InitialWorkDirRequirement", "listing": [{ "entryname": "workflow.json", "entry": json.dumps(packed, sort_keys=True, indent=4).replace('$(', '\$(').replace('${', '\${') }, { "entryname": "cwl.input.json", "entry": "$(JSON.stringify(inputs))" }] }], "hints": workflowobj["hints"], "arguments": ["--no-container", "--move-outputs", "workflow.json", "cwl.input.json"] } kwargs["loader"] = self.doc_loader kwargs["avsc_names"] = self.doc_schema return ArvadosCommandTool(self.arvrunner, wf_runner, **kwargs).job(joborder, output_callback, **kwargs) else: return super(ArvadosWorkflow, self).job(joborder, output_callback, **kwargs)