annotate env/lib/python3.7/site-packages/cwltool/builder.py @ 3:758bc20232e8 draft

"planemo upload commit 2a0fe2cc28b09e101d37293e53e82f61762262ec"
author shellac
date Thu, 14 May 2020 16:20:52 -0400
parents 26e78fe6e8c4
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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1 from __future__ import absolute_import
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2
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3 import copy
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4 import os
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5 import logging
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6 from typing import (Any, Callable, Dict, List, MutableMapping, MutableSequence,
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7 Optional, Set, Tuple, Union)
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8
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9 from typing_extensions import Text, Type, TYPE_CHECKING # pylint: disable=unused-import
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10 # move to a regular typing import when Python 3.3-3.6 is no longer supported
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11
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12 from rdflib import Graph, URIRef # pylint: disable=unused-import
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13 from rdflib.namespace import OWL, RDFS
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14 from ruamel.yaml.comments import CommentedMap
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15 from schema_salad import validate
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16 from schema_salad.schema import Names, convert_to_dict
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17 from schema_salad.avro.schema import make_avsc_object, Schema
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18 from schema_salad.sourceline import SourceLine
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19 from schema_salad.ref_resolver import uri_file_path
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20 from six import iteritems, string_types
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21 from future.utils import raise_from
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22 from typing import IO
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23 from typing_extensions import (TYPE_CHECKING, # pylint: disable=unused-import
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24 Text, Type)
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25 # move to a regular typing import when Python 3.3-3.6 is no longer supported
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26
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27 from . import expression
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28 from .errors import WorkflowException
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29 from .loghandler import _logger
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30 from .mutation import MutationManager # pylint: disable=unused-import
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31 from .pathmapper import PathMapper # pylint: disable=unused-import
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32 from .pathmapper import CONTENT_LIMIT, get_listing, normalizeFilesDirs, visit_class
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33 from .stdfsaccess import StdFsAccess # pylint: disable=unused-import
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34 from .utils import aslist, docker_windows_path_adjust, json_dumps, onWindows
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35
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36
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37
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38 if TYPE_CHECKING:
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39 from .provenance import ProvenanceProfile # pylint: disable=unused-import
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40
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41
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42 def content_limit_respected_read_bytes(f): # type: (IO[bytes]) -> bytes
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43 contents = f.read(CONTENT_LIMIT + 1)
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44 if len(contents) > CONTENT_LIMIT:
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45 raise WorkflowException("loadContents handling encountered buffer that is exceeds maximum lenght of %d bytes" % CONTENT_LIMIT)
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46 return contents
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47
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48
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49 def content_limit_respected_read(f): # type: (IO[bytes]) -> Text
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50 return content_limit_respected_read_bytes(f).decode("utf-8")
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51
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52
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53 def substitute(value, replace): # type: (Text, Text) -> Text
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54 if replace.startswith("^"):
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55 try:
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56 return substitute(value[0:value.rindex('.')], replace[1:])
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57 except ValueError:
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58 # No extension to remove
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59 return value + replace.lstrip("^")
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60 return value + replace
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61
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62 def formatSubclassOf(fmt, cls, ontology, visited):
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63 # type: (Text, Text, Optional[Graph], Set[Text]) -> bool
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64 """Determine if `fmt` is a subclass of `cls`."""
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65 if URIRef(fmt) == URIRef(cls):
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66 return True
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67
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68 if ontology is None:
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69 return False
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70
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71 if fmt in visited:
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72 return False
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73
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74 visited.add(fmt)
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75
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76 uriRefFmt = URIRef(fmt)
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77
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78 for s, p, o in ontology.triples((uriRefFmt, RDFS.subClassOf, None)):
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79 # Find parent classes of `fmt` and search upward
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80 if formatSubclassOf(o, cls, ontology, visited):
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81 return True
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82
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83 for s, p, o in ontology.triples((uriRefFmt, OWL.equivalentClass, None)):
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84 # Find equivalent classes of `fmt` and search horizontally
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85 if formatSubclassOf(o, cls, ontology, visited):
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86 return True
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87
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88 for s, p, o in ontology.triples((None, OWL.equivalentClass, uriRefFmt)):
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89 # Find equivalent classes of `fmt` and search horizontally
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90 if formatSubclassOf(s, cls, ontology, visited):
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91 return True
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92
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93 return False
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94
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95 def check_format(actual_file, # type: Union[Dict[Text, Any], List[Dict[Text, Any]], Text]
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96 input_formats, # type: Union[List[Text], Text]
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97 ontology # type: Optional[Graph]
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98 ): # type: (...) -> None
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99 """Confirm that the format present is valid for the allowed formats."""
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100 for afile in aslist(actual_file):
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101 if not afile:
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102 continue
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103 if "format" not in afile:
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104 raise validate.ValidationException(
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105 u"File has no 'format' defined: {}".format(
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106 json_dumps(afile, indent=4)))
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107 for inpf in aslist(input_formats):
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108 if afile["format"] == inpf or \
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109 formatSubclassOf(afile["format"], inpf, ontology, set()):
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110 return
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111 raise validate.ValidationException(
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112 u"File has an incompatible format: {}".format(
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113 json_dumps(afile, indent=4)))
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114
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115 class HasReqsHints(object):
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116 def __init__(self): # type: () -> None
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117 """Initialize this reqs decorator."""
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118 self.requirements = [] # type: List[Dict[Text, Any]]
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119 self.hints = [] # type: List[Dict[Text, Any]]
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120
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121 def get_requirement(self,
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122 feature # type: Text
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123 ): # type: (...) -> Tuple[Optional[Any], Optional[bool]]
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124 for item in reversed(self.requirements):
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125 if item["class"] == feature:
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126 return (item, True)
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127 for item in reversed(self.hints):
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128 if item["class"] == feature:
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129 return (item, False)
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130 return (None, None)
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131
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132 class Builder(HasReqsHints):
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133 def __init__(self,
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134 job, # type: Dict[Text, expression.JSON]
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135 files, # type: List[Dict[Text, Text]]
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136 bindings, # type: List[Dict[Text, Any]]
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137 schemaDefs, # type: Dict[Text, Dict[Text, Any]]
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138 names, # type: Names
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139 requirements, # type: List[Dict[Text, Any]]
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140 hints, # type: List[Dict[Text, Any]]
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141 resources, # type: Dict[str, int]
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142 mutation_manager, # type: Optional[MutationManager]
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143 formatgraph, # type: Optional[Graph]
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144 make_fs_access, # type: Type[StdFsAccess]
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145 fs_access, # type: StdFsAccess
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146 job_script_provider, # type: Optional[Any]
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147 timeout, # type: float
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148 debug, # type: bool
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149 js_console, # type: bool
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150 force_docker_pull, # type: bool
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151 loadListing, # type: Text
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152 outdir, # type: Text
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153 tmpdir, # type: Text
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154 stagedir # type: Text
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155 ): # type: (...) -> None
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156 """Initialize this Builder."""
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157 self.job = job
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158 self.files = files
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159 self.bindings = bindings
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160 self.schemaDefs = schemaDefs
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161 self.names = names
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162 self.requirements = requirements
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163 self.hints = hints
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164 self.resources = resources
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165 self.mutation_manager = mutation_manager
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166 self.formatgraph = formatgraph
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167
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168 self.make_fs_access = make_fs_access
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169 self.fs_access = fs_access
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170
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171 self.job_script_provider = job_script_provider
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172
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173 self.timeout = timeout
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174
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175 self.debug = debug
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176 self.js_console = js_console
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177 self.force_docker_pull = force_docker_pull
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178
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179 # One of "no_listing", "shallow_listing", "deep_listing"
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180 self.loadListing = loadListing
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181
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182 self.outdir = outdir
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183 self.tmpdir = tmpdir
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184 self.stagedir = stagedir
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185
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186 self.pathmapper = None # type: Optional[PathMapper]
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187 self.prov_obj = None # type: Optional[ProvenanceProfile]
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188 self.find_default_container = None # type: Optional[Callable[[], Text]]
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189
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190 def build_job_script(self, commands):
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191 # type: (List[Text]) -> Text
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192 build_job_script_method = getattr(self.job_script_provider, "build_job_script", None) # type: Callable[[Builder, Union[List[str],List[Text]]], Text]
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193 if build_job_script_method is not None:
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194 return build_job_script_method(self, commands)
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195 return None
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196
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197 def bind_input(self,
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198 schema, # type: MutableMapping[Text, Any]
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199 datum, # type: Any
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200 discover_secondaryFiles, # type: bool
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201 lead_pos=None, # type: Optional[Union[int, List[int]]]
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202 tail_pos=None, # type: Optional[List[int]]
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203 ): # type: (...) -> List[MutableMapping[Text, Any]]
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204
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205 if tail_pos is None:
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206 tail_pos = []
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207 if lead_pos is None:
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208 lead_pos = []
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209
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210 bindings = [] # type: List[MutableMapping[Text, Text]]
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211 binding = {} # type: Union[MutableMapping[Text, Text], CommentedMap]
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212 value_from_expression = False
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213 if "inputBinding" in schema and isinstance(schema["inputBinding"], MutableMapping):
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214 binding = CommentedMap(schema["inputBinding"].items())
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215
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216 bp = list(aslist(lead_pos))
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217 if "position" in binding:
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218 position = binding["position"]
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219 if isinstance(position, str): # no need to test the CWL Version
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220 # the schema for v1.0 only allow ints
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221 binding['position'] = self.do_eval(position, context=datum)
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222 bp.append(binding['position'])
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223 else:
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224 bp.extend(aslist(binding['position']))
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225 else:
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226 bp.append(0)
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227 bp.extend(aslist(tail_pos))
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228 binding["position"] = bp
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229
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230 binding["datum"] = datum
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231 if "valueFrom" in binding:
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232 value_from_expression = True
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233
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234 # Handle union types
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235 if isinstance(schema["type"], MutableSequence):
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236 bound_input = False
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237 for t in schema["type"]:
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238 avsc = None # type: Optional[Schema]
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239 if isinstance(t, string_types) and self.names.has_name(t, ""):
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240 avsc = self.names.get_name(t, "")
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241 elif isinstance(t, MutableMapping) and "name" in t and self.names.has_name(t["name"], ""):
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242 avsc = self.names.get_name(t["name"], "")
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243 if not avsc:
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244 avsc = make_avsc_object(convert_to_dict(t), self.names)
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245 if validate.validate(avsc, datum):
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246 schema = copy.deepcopy(schema)
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247 schema["type"] = t
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248 if not value_from_expression:
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249 return self.bind_input(schema, datum, lead_pos=lead_pos, tail_pos=tail_pos, discover_secondaryFiles=discover_secondaryFiles)
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250 else:
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251 self.bind_input(schema, datum, lead_pos=lead_pos, tail_pos=tail_pos, discover_secondaryFiles=discover_secondaryFiles)
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252 bound_input = True
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diff changeset
253 if not bound_input:
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parents:
diff changeset
254 raise validate.ValidationException(u"'%s' is not a valid union %s" % (datum, schema["type"]))
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parents:
diff changeset
255 elif isinstance(schema["type"], MutableMapping):
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
256 st = copy.deepcopy(schema["type"])
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parents:
diff changeset
257 if binding and "inputBinding" not in st\
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parents:
diff changeset
258 and "type" in st\
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
259 and st["type"] == "array"\
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
260 and "itemSeparator" not in binding:
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parents:
diff changeset
261 st["inputBinding"] = {}
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262 for k in ("secondaryFiles", "format", "streamable"):
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parents:
diff changeset
263 if k in schema:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
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264 st[k] = schema[k]
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parents:
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265 if value_from_expression:
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diff changeset
266 self.bind_input(st, datum, lead_pos=lead_pos, tail_pos=tail_pos, discover_secondaryFiles=discover_secondaryFiles)
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diff changeset
267 else:
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268 bindings.extend(self.bind_input(st, datum, lead_pos=lead_pos, tail_pos=tail_pos, discover_secondaryFiles=discover_secondaryFiles))
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269 else:
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270 if schema["type"] in self.schemaDefs:
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271 schema = self.schemaDefs[schema["type"]]
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272
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273 if schema["type"] == "record":
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274 for f in schema["fields"]:
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275 if f["name"] in datum and datum[f["name"]] is not None:
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276 bindings.extend(self.bind_input(f, datum[f["name"]], lead_pos=lead_pos, tail_pos=f["name"], discover_secondaryFiles=discover_secondaryFiles))
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277 else:
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278 datum[f["name"]] = f.get("default")
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279
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280 if schema["type"] == "array":
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281 for n, item in enumerate(datum):
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282 b2 = None
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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283 if binding:
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284 b2 = copy.deepcopy(binding)
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285 b2["datum"] = item
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286 itemschema = {
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287 u"type": schema["items"],
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288 u"inputBinding": b2
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289 }
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290 for k in ("secondaryFiles", "format", "streamable"):
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parents:
diff changeset
291 if k in schema:
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diff changeset
292 itemschema[k] = schema[k]
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parents:
diff changeset
293 bindings.extend(
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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diff changeset
294 self.bind_input(itemschema, item, lead_pos=n, tail_pos=tail_pos, discover_secondaryFiles=discover_secondaryFiles))
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295 binding = {}
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296
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297 def _capture_files(f): # type: (Dict[Text, Text]) -> Dict[Text, Text]
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298 self.files.append(f)
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299 return f
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diff changeset
300
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parents:
diff changeset
301 if schema["type"] == "File":
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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diff changeset
302 self.files.append(datum)
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
303 if (binding and binding.get("loadContents")) or schema.get("loadContents"):
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
304 with self.fs_access.open(datum["location"], "rb") as f:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
305 datum["contents"] = content_limit_respected_read(f)
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diff changeset
306
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parents:
diff changeset
307 if "secondaryFiles" in schema:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
308 if "secondaryFiles" not in datum:
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diff changeset
309 datum["secondaryFiles"] = []
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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diff changeset
310 for sf in aslist(schema["secondaryFiles"]):
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parents:
diff changeset
311 if 'required' in sf:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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diff changeset
312 sf_required = self.do_eval(sf['required'], context=datum)
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parents:
diff changeset
313 else:
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diff changeset
314 sf_required = True
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diff changeset
315
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diff changeset
316
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parents:
diff changeset
317 if "$(" in sf["pattern"] or "${" in sf["pattern"]:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
318 sfpath = self.do_eval(sf["pattern"], context=datum)
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diff changeset
319 else:
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diff changeset
320 sfpath = substitute(datum["basename"], sf["pattern"])
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parents:
diff changeset
321
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diff changeset
322 for sfname in aslist(sfpath):
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parents:
diff changeset
323 if not sfname:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
324 continue
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diff changeset
325 found = False
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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diff changeset
326 for d in datum["secondaryFiles"]:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
327 if not d.get("basename"):
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
328 d["basename"] = d["location"][d["location"].rindex("/")+1:]
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
329 if d["basename"] == sfname:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
330 found = True
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
331 if not found:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
332 sf_location = datum["location"][0:datum["location"].rindex("/")+1]+sfname
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
333 if isinstance(sfname, MutableMapping):
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
334 datum["secondaryFiles"].append(sfname)
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
335 elif discover_secondaryFiles and self.fs_access.exists(sf_location):
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
336 datum["secondaryFiles"].append({
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
337 "location": sf_location,
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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diff changeset
338 "basename": sfname,
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
339 "class": "File"})
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
340 elif sf_required:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
341 raise WorkflowException("Missing required secondary file '%s' from file object: %s" % (
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
shellac
parents:
diff changeset
342 sfname, json_dumps(datum, indent=4)))
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
343
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parents:
diff changeset
344 normalizeFilesDirs(datum["secondaryFiles"])
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parents:
diff changeset
345
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
346 if "format" in schema:
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parents:
diff changeset
347 try:
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parents:
diff changeset
348 check_format(datum, self.do_eval(schema["format"]),
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
349 self.formatgraph)
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
350 except validate.ValidationException as ve:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
351 raise_from(WorkflowException(
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
352 "Expected value of '%s' to have format %s but\n "
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
353 " %s" % (schema["name"], schema["format"], ve)), ve)
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parents:
diff changeset
354
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
355 visit_class(datum.get("secondaryFiles", []), ("File", "Directory"), _capture_files)
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parents:
diff changeset
356
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
357 if schema["type"] == "Directory":
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
358 ll = schema.get("loadListing") or self.loadListing
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
359 if ll and ll != "no_listing":
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
360 get_listing(self.fs_access, datum, (ll == "deep_listing"))
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
shellac
parents:
diff changeset
361 self.files.append(datum)
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
shellac
parents:
diff changeset
362
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
363 if schema["type"] == "Any":
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
shellac
parents:
diff changeset
364 visit_class(datum, ("File", "Directory"), _capture_files)
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parents:
diff changeset
365
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parents:
diff changeset
366 # Position to front of the sort key
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parents:
diff changeset
367 if binding:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
shellac
parents:
diff changeset
368 for bi in bindings:
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
369 bi["position"] = binding["position"] + bi["position"]
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
370 bindings.append(binding)
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parents:
diff changeset
371
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
372 return bindings
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parents:
diff changeset
373
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parents:
diff changeset
374 def tostr(self, value): # type: (Union[MutableMapping[Text, Text], Any]) -> Text
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
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parents:
diff changeset
375 if isinstance(value, MutableMapping) and value.get("class") in ("File", "Directory"):
26e78fe6e8c4 "planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
shellac
parents:
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376 if "path" not in value:
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377 raise WorkflowException(u"%s object missing \"path\": %s" % (value["class"], value))
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378
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379 # Path adjust for windows file path when passing to docker, docker accepts unix like path only
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380 (docker_req, docker_is_req) = self.get_requirement("DockerRequirement")
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381 if onWindows() and docker_req is not None:
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382 # docker_req is none only when there is no dockerRequirement
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383 # mentioned in hints and Requirement
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384 path = docker_windows_path_adjust(value["path"])
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385 return path
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386 return value["path"]
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387 else:
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388 return Text(value)
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389
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390 def generate_arg(self, binding): # type: (Dict[Text, Any]) -> List[Text]
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391 value = binding.get("datum")
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392 if "valueFrom" in binding:
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393 with SourceLine(binding, "valueFrom", WorkflowException, _logger.isEnabledFor(logging.DEBUG)):
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394 value = self.do_eval(binding["valueFrom"], context=value)
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395
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396 prefix = binding.get("prefix") # type: Optional[Text]
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397 sep = binding.get("separate", True)
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398 if prefix is None and not sep:
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399 with SourceLine(binding, "separate", WorkflowException, _logger.isEnabledFor(logging.DEBUG)):
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400 raise WorkflowException("'separate' option can not be specified without prefix")
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401
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402 argl = [] # type: MutableSequence[MutableMapping[Text, Text]]
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403 if isinstance(value, MutableSequence):
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404 if binding.get("itemSeparator") and value:
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405 argl = [binding["itemSeparator"].join([self.tostr(v) for v in value])]
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406 elif binding.get("valueFrom"):
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407 value = [self.tostr(v) for v in value]
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408 return ([prefix] if prefix else []) + value
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409 elif prefix and value:
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410 return [prefix]
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411 else:
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412 return []
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413 elif isinstance(value, MutableMapping) and value.get("class") in ("File", "Directory"):
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414 argl = [value]
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415 elif isinstance(value, MutableMapping):
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416 return [prefix] if prefix else []
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417 elif value is True and prefix:
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418 return [prefix]
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419 elif value is False or value is None or (value is True and not prefix):
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420 return []
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421 else:
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422 argl = [value]
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423
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424 args = []
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425 for j in argl:
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426 if sep:
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427 args.extend([prefix, self.tostr(j)])
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428 else:
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429 args.append(self.tostr(j) if prefix is None else prefix + self.tostr(j))
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430
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431 return [a for a in args if a is not None]
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432
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433 def do_eval(self, ex, context=None, recursive=False, strip_whitespace=True):
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434 # type: (Union[Dict[Text, Text], Text], Any, bool, bool) -> Any
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435 if recursive:
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436 if isinstance(ex, MutableMapping):
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437 return {k: self.do_eval(v, context, recursive)
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438 for k, v in iteritems(ex)}
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439 if isinstance(ex, MutableSequence):
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440 return [self.do_eval(v, context, recursive)
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441 for v in ex]
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442
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443 return expression.do_eval(ex, self.job, self.requirements,
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444 self.outdir, self.tmpdir,
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445 self.resources,
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446 context=context,
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447 timeout=self.timeout,
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448 debug=self.debug,
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449 js_console=self.js_console,
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450 force_docker_pull=self.force_docker_pull,
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451 strip_whitespace=strip_whitespace)