|
| 1 | +# pylint: disable=unused-import |
| 2 | +"""Loads a CWL document.""" |
| 3 | + |
| 4 | +import os |
| 5 | +import logging |
| 6 | +import re |
| 7 | +import urlparse |
| 8 | +from schema_salad.ref_resolver import Loader |
| 9 | +import schema_salad.validate as validate |
| 10 | +import schema_salad.schema as schema |
| 11 | +from avro.schema import Names |
| 12 | +from . import update |
| 13 | +from . import process |
| 14 | +from .process import Process, shortname |
| 15 | +from .errors import WorkflowException |
| 16 | +from typing import Any, Callable, cast, Dict, Tuple, Union |
| 17 | + |
| 18 | + |
| 19 | +def fetch_document(argsworkflow): |
| 20 | + # type: (Union[str, unicode, dict[unicode, Any]]) -> Tuple[Loader, Dict[unicode, Any], unicode] |
| 21 | + """Retrieve a CWL document.""" |
| 22 | + document_loader = Loader({"cwl": "https://w3id.org/cwl/cwl#", "id": "@id"}) |
| 23 | + |
| 24 | + uri = None # type: unicode |
| 25 | + workflowobj = None # type: Dict[unicode, Any] |
| 26 | + if isinstance(argsworkflow, (str, unicode)): |
| 27 | + split = urlparse.urlsplit(argsworkflow) |
| 28 | + if split.scheme: |
| 29 | + uri = argsworkflow |
| 30 | + else: |
| 31 | + uri = "file://" + os.path.abspath(argsworkflow) |
| 32 | + fileuri = urlparse.urldefrag(uri)[0] |
| 33 | + workflowobj = document_loader.fetch(fileuri) |
| 34 | + elif isinstance(argsworkflow, dict): |
| 35 | + workflowobj = argsworkflow |
| 36 | + uri = "#" + str(id(argsworkflow)) |
| 37 | + else: |
| 38 | + raise validate.ValidationException( |
| 39 | + "Must be URI or object: '%s'" % argsworkflow) |
| 40 | + |
| 41 | + return document_loader, workflowobj, uri |
| 42 | + |
| 43 | + |
| 44 | +def validate_document(document_loader, workflowobj, uri, |
| 45 | + enable_dev=False, strict=True, preprocess_only=False): |
| 46 | + # type: (Loader, Dict[unicode, Any], unicode, bool, bool, bool) -> Tuple[Loader, Names, Any, Dict[str, str], unicode] |
| 47 | + """Validate a CWL document.""" |
| 48 | + jobobj = None |
| 49 | + if "cwl:tool" in workflowobj: |
| 50 | + jobobj = workflowobj |
| 51 | + uri = urlparse.urljoin(uri, jobobj["cwl:tool"]) |
| 52 | + del jobobj["cwl:tool"] |
| 53 | + workflowobj = fetch_document(uri)[1] |
| 54 | + |
| 55 | + if isinstance(workflowobj, list): |
| 56 | + workflowobj = { |
| 57 | + "$graph": workflowobj |
| 58 | + } |
| 59 | + |
| 60 | + fileuri = urlparse.urldefrag(uri)[0] |
| 61 | + |
| 62 | + if "cwlVersion" in workflowobj: |
| 63 | + workflowobj["cwlVersion"] = re.sub( |
| 64 | + r"^(?:cwl:|https://w3id.org/cwl/cwl#)", "", |
| 65 | + workflowobj["cwlVersion"]) |
| 66 | + else: |
| 67 | + workflowobj["cwlVersion"] = "draft-2" |
| 68 | + |
| 69 | + if workflowobj["cwlVersion"] == "draft-2": |
| 70 | + workflowobj = update._draft2toDraft3dev1( |
| 71 | + workflowobj, document_loader, uri, update_steps=False) |
| 72 | + if "@graph" in workflowobj: |
| 73 | + workflowobj["$graph"] = workflowobj["@graph"] |
| 74 | + del workflowobj["@graph"] |
| 75 | + |
| 76 | + (document_loader, avsc_names) = \ |
| 77 | + process.get_schema(workflowobj["cwlVersion"])[:2] |
| 78 | + |
| 79 | + if isinstance(avsc_names, Exception): |
| 80 | + raise avsc_names |
| 81 | + |
| 82 | + workflowobj["id"] = fileuri |
| 83 | + processobj, metadata = document_loader.resolve_all(workflowobj, fileuri) |
| 84 | + |
| 85 | + if preprocess_only: |
| 86 | + return document_loader, avsc_names, processobj, metadata, uri |
| 87 | + |
| 88 | + document_loader.validate_links(processobj) |
| 89 | + schema.validate_doc(avsc_names, processobj, document_loader, strict) |
| 90 | + |
| 91 | + if not metadata: |
| 92 | + metadata = {"$namespaces": processobj.get("$namespaces", {}), |
| 93 | + "$schemas": processobj.get("$schemas", []), |
| 94 | + "cwlVersion": processobj["cwlVersion"]} |
| 95 | + |
| 96 | + if metadata.get("cwlVersion") != update.LATEST: |
| 97 | + processobj = update.update( |
| 98 | + processobj, document_loader, fileuri, enable_dev, metadata) |
| 99 | + |
| 100 | + if jobobj: |
| 101 | + metadata["cwl:defaults"] = jobobj |
| 102 | + |
| 103 | + return document_loader, avsc_names, processobj, metadata, uri |
| 104 | + |
| 105 | + |
| 106 | +def make_tool(document_loader, avsc_names, processobj, metadata, uri, makeTool, |
| 107 | + kwargs): |
| 108 | + # type: (Loader, Names, Dict[str, Any], Dict[str, Any], unicode, Callable[..., Process], Dict[str, Any]) -> Process |
| 109 | + """Make a Python CWL object.""" |
| 110 | + resolveduri = document_loader.resolve_ref(uri)[0] |
| 111 | + |
| 112 | + if isinstance(resolveduri, list): |
| 113 | + if len(resolveduri) == 1: |
| 114 | + processobj = resolveduri[0] |
| 115 | + else: |
| 116 | + raise WorkflowException( |
| 117 | + u"Tool file contains graph of multiple objects, must specify " |
| 118 | + "one of #%s" % ", #".join( |
| 119 | + urlparse.urldefrag(i["id"])[1] for i in resolveduri |
| 120 | + if "id" in i)) |
| 121 | + else: |
| 122 | + processobj = cast(Dict[str, Any], resolveduri) |
| 123 | + |
| 124 | + kwargs = kwargs.copy() |
| 125 | + kwargs.update({ |
| 126 | + "makeTool": makeTool, |
| 127 | + "loader": document_loader, |
| 128 | + "avsc_names": avsc_names, |
| 129 | + "metadata": metadata |
| 130 | + }) |
| 131 | + tool = makeTool(processobj, **kwargs) |
| 132 | + |
| 133 | + if "cwl:defaults" in metadata: |
| 134 | + jobobj = metadata["cwl:defaults"] |
| 135 | + for inp in tool.tool["inputs"]: |
| 136 | + if shortname(inp["id"]) in jobobj: |
| 137 | + inp["default"] = jobobj[shortname(inp["id"])] |
| 138 | + |
| 139 | + return tool |
| 140 | + |
| 141 | + |
| 142 | +def load_tool(argsworkflow, makeTool, kwargs=None, |
| 143 | + enable_dev=False, |
| 144 | + strict=True): |
| 145 | + # type: (Union[str,unicode,dict[unicode,Any]], Callable[...,Process], Dict[str, Any], bool, bool) -> Any |
| 146 | + document_loader, workflowobj, uri = fetch_document(argsworkflow) |
| 147 | + document_loader, avsc_names, processobj, metadata, uri = validate_document( |
| 148 | + document_loader, workflowobj, uri, enable_dev=enable_dev, |
| 149 | + strict=strict) |
| 150 | + return make_tool(document_loader, avsc_names, processobj, metadata, uri, |
| 151 | + makeTool, kwargs if kwargs else {}) |
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