Mercurial > repos > shellac > sam_consensus_v3
annotate env/lib/python3.9/site-packages/cwltool/job.py @ 0:4f3585e2f14b draft default tip
"planemo upload commit 60cee0fc7c0cda8592644e1aad72851dec82c959"
author | shellac |
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date | Mon, 22 Mar 2021 18:12:50 +0000 |
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1 import datetime |
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2 import functools |
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3 import itertools |
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4 import logging |
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5 import os |
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6 import re |
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7 import shutil |
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8 import subprocess # nosec |
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9 import sys |
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10 import tempfile |
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11 import threading |
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12 import time |
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13 import uuid |
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14 from abc import ABCMeta, abstractmethod |
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15 from io import IOBase |
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16 from threading import Timer |
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17 from typing import ( |
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18 IO, |
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19 Callable, |
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20 Iterable, |
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21 List, |
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22 Match, |
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23 MutableMapping, |
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24 MutableSequence, |
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25 Optional, |
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26 TextIO, |
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27 Tuple, |
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28 Union, |
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29 cast, |
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30 ) |
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31 |
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32 import psutil |
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33 import shellescape |
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34 from prov.model import PROV |
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35 from schema_salad.sourceline import SourceLine |
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36 from schema_salad.utils import json_dump, json_dumps |
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37 from typing_extensions import TYPE_CHECKING |
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38 |
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39 from .builder import Builder, HasReqsHints |
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40 from .context import RuntimeContext |
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41 from .errors import UnsupportedRequirement, WorkflowException |
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42 from .loghandler import _logger |
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43 from .pathmapper import MapperEnt, PathMapper |
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44 from .process import stage_files |
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45 from .secrets import SecretStore |
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46 from .utils import ( |
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47 CWLObjectType, |
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48 CWLOutputType, |
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49 DirectoryType, |
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50 OutputCallbackType, |
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51 bytes2str_in_dicts, |
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52 copytree_with_merge, |
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53 create_tmp_dir, |
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54 ensure_non_writable, |
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55 ensure_writable, |
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56 onWindows, |
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57 processes_to_kill, |
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58 ) |
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59 |
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60 if TYPE_CHECKING: |
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61 from .provenance_profile import ProvenanceProfile # pylint: disable=unused-import |
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62 needs_shell_quoting_re = re.compile(r"""(^$|[\s|&;()<>\'"$@])""") |
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63 |
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64 FORCE_SHELLED_POPEN = os.getenv("CWLTOOL_FORCE_SHELL_POPEN", "0") == "1" |
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65 |
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66 SHELL_COMMAND_TEMPLATE = """#!/bin/bash |
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67 python "run_job.py" "job.json" |
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68 """ |
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69 |
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70 PYTHON_RUN_SCRIPT = """ |
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71 import json |
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72 import os |
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73 import sys |
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74 if os.name == 'posix': |
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75 try: |
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76 import subprocess32 as subprocess # type: ignore |
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77 except Exception: |
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78 import subprocess |
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79 else: |
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80 import subprocess # type: ignore |
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81 |
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82 with open(sys.argv[1], "r") as f: |
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83 popen_description = json.load(f) |
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84 commands = popen_description["commands"] |
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85 cwd = popen_description["cwd"] |
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86 env = popen_description["env"] |
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87 env["PATH"] = os.environ.get("PATH") |
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88 stdin_path = popen_description["stdin_path"] |
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89 stdout_path = popen_description["stdout_path"] |
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90 stderr_path = popen_description["stderr_path"] |
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91 if stdin_path is not None: |
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92 stdin = open(stdin_path, "rb") |
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93 else: |
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94 stdin = subprocess.PIPE |
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95 if stdout_path is not None: |
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96 stdout = open(stdout_path, "wb") |
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97 else: |
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98 stdout = sys.stderr |
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99 if stderr_path is not None: |
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100 stderr = open(stderr_path, "wb") |
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101 else: |
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102 stderr = sys.stderr |
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103 if os.name == 'nt': |
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104 close_fds = False |
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105 for key, value in env.items(): |
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106 env[key] = str(value) |
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107 else: |
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108 close_fds = True |
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109 sp = subprocess.Popen(commands, |
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110 shell=False, |
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111 close_fds=close_fds, |
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112 stdin=stdin, |
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113 stdout=stdout, |
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114 stderr=stderr, |
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115 env=env, |
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116 cwd=cwd) |
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117 if sp.stdin: |
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118 sp.stdin.close() |
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119 rcode = sp.wait() |
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120 if stdin is not subprocess.PIPE: |
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121 stdin.close() |
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122 if stdout is not sys.stderr: |
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123 stdout.close() |
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124 if stderr is not sys.stderr: |
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125 stderr.close() |
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126 sys.exit(rcode) |
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127 """ |
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128 |
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129 |
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130 def relink_initialworkdir( |
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131 pathmapper: PathMapper, |
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132 host_outdir: str, |
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133 container_outdir: str, |
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134 inplace_update: bool = False, |
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135 ) -> None: |
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136 for _, vol in pathmapper.items(): |
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137 if not vol.staged: |
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138 continue |
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139 |
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140 if vol.type in ("File", "Directory") or ( |
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141 inplace_update and vol.type in ("WritableFile", "WritableDirectory") |
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142 ): |
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143 if not vol.target.startswith(container_outdir): |
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144 # this is an input file written outside of the working |
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145 # directory, so therefor ineligable for being an output file. |
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146 # Thus, none of our business |
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147 continue |
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148 host_outdir_tgt = os.path.join( |
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149 host_outdir, vol.target[len(container_outdir) + 1 :] |
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150 ) |
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151 if os.path.islink(host_outdir_tgt) or os.path.isfile(host_outdir_tgt): |
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152 try: |
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153 os.remove(host_outdir_tgt) |
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154 except PermissionError: |
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155 pass |
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156 elif os.path.isdir(host_outdir_tgt) and not vol.resolved.startswith("_:"): |
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157 shutil.rmtree(host_outdir_tgt) |
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158 if onWindows(): |
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159 # If this becomes a big issue for someone then we could |
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160 # refactor the code to process output from a running container |
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161 # and avoid all the extra IO below |
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162 if vol.type in ("File", "WritableFile"): |
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163 shutil.copy(vol.resolved, host_outdir_tgt) |
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164 elif vol.type in ("Directory", "WritableDirectory"): |
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165 copytree_with_merge(vol.resolved, host_outdir_tgt) |
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166 elif not vol.resolved.startswith("_:"): |
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167 try: |
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168 os.symlink(vol.resolved, host_outdir_tgt) |
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169 except FileExistsError: |
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170 pass |
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171 |
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172 |
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173 def neverquote(string: str, pos: int = 0, endpos: int = 0) -> Optional[Match[str]]: |
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174 return None |
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175 |
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176 |
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177 CollectOutputsType = Union[Callable[[str, int], CWLObjectType], functools.partial] |
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178 |
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179 |
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180 class JobBase(HasReqsHints, metaclass=ABCMeta): |
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181 def __init__( |
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182 self, |
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183 builder: Builder, |
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184 joborder: CWLObjectType, |
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185 make_path_mapper: Callable[..., PathMapper], |
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186 requirements: List[CWLObjectType], |
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187 hints: List[CWLObjectType], |
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188 name: str, |
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189 ) -> None: |
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190 """Initialize the job object.""" |
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191 super().__init__() |
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192 self.builder = builder |
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193 self.joborder = joborder |
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194 self.stdin = None # type: Optional[str] |
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195 self.stderr = None # type: Optional[str] |
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196 self.stdout = None # type: Optional[str] |
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197 self.successCodes = [] # type: Iterable[int] |
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198 self.temporaryFailCodes = [] # type: Iterable[int] |
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199 self.permanentFailCodes = [] # type: Iterable[int] |
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200 self.requirements = requirements |
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201 self.hints = hints |
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202 self.name = name |
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203 self.command_line = [] # type: List[str] |
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204 self.pathmapper = PathMapper([], "", "") |
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205 self.make_path_mapper = make_path_mapper |
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206 self.generatemapper = None # type: Optional[PathMapper] |
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207 |
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208 # set in CommandLineTool.job(i) |
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209 self.collect_outputs = cast(CollectOutputsType, None) |
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210 self.output_callback = None # type: Optional[OutputCallbackType] |
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211 self.outdir = "" |
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212 self.tmpdir = "" |
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213 |
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214 self.environment = {} # type: MutableMapping[str, str] |
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215 self.generatefiles = { |
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216 "class": "Directory", |
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217 "listing": [], |
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218 "basename": "", |
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219 } # type: DirectoryType |
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220 self.stagedir = None # type: Optional[str] |
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221 self.inplace_update = False |
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222 self.prov_obj = None # type: Optional[ProvenanceProfile] |
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223 self.parent_wf = None # type: Optional[ProvenanceProfile] |
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224 self.timelimit = None # type: Optional[int] |
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225 self.networkaccess = False # type: bool |
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226 self.mpi_procs = None # type: Optional[int] |
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227 |
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228 def __repr__(self): # type: () -> str |
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229 """Represent this Job object.""" |
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230 return "CommandLineJob(%s)" % self.name |
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231 |
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232 @abstractmethod |
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233 def run( |
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234 self, |
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235 runtimeContext: RuntimeContext, |
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236 tmpdir_lock: Optional[threading.Lock] = None, |
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237 ) -> None: |
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238 pass |
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239 |
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240 def _setup(self, runtimeContext: RuntimeContext) -> None: |
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241 if not os.path.exists(self.outdir): |
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242 os.makedirs(self.outdir) |
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243 |
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244 for knownfile in self.pathmapper.files(): |
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245 p = self.pathmapper.mapper(knownfile) |
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246 if p.type == "File" and not os.path.isfile(p[0]) and p.staged: |
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247 raise WorkflowException( |
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248 "Input file %s (at %s) not found or is not a regular " |
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249 "file." % (knownfile, self.pathmapper.mapper(knownfile)[0]) |
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250 ) |
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251 |
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252 if "listing" in self.generatefiles: |
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253 runtimeContext = runtimeContext.copy() |
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254 runtimeContext.outdir = self.outdir |
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255 self.generatemapper = self.make_path_mapper( |
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256 self.generatefiles["listing"], |
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257 self.builder.outdir, |
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258 runtimeContext, |
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259 False, |
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260 ) |
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261 if _logger.isEnabledFor(logging.DEBUG): |
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262 _logger.debug( |
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263 "[job %s] initial work dir %s", |
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264 self.name, |
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265 json_dumps( |
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266 { |
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267 p: self.generatemapper.mapper(p) |
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268 for p in self.generatemapper.files() |
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269 }, |
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270 indent=4, |
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271 ), |
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272 ) |
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273 |
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274 def _execute( |
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275 self, |
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276 runtime: List[str], |
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277 env: MutableMapping[str, str], |
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278 runtimeContext: RuntimeContext, |
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279 monitor_function=None, # type: Optional[Callable[[subprocess.Popen[str]], None]] |
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280 ) -> None: |
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281 |
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282 scr = self.get_requirement("ShellCommandRequirement")[0] |
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283 |
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284 shouldquote = needs_shell_quoting_re.search |
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285 if scr is not None: |
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286 shouldquote = neverquote |
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287 |
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288 # If mpi_procs (is not None and > 0) then prepend the |
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289 # appropriate MPI job launch command and flags before the |
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290 # execution. |
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291 if self.mpi_procs: |
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292 menv = runtimeContext.mpi_config |
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293 mpi_runtime = [ |
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294 menv.runner, |
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295 menv.nproc_flag, |
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296 str(self.mpi_procs), |
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297 ] + menv.extra_flags |
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298 runtime = mpi_runtime + runtime |
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299 menv.pass_through_env_vars(env) |
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300 menv.set_env_vars(env) |
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301 |
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302 _logger.info( |
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303 "[job %s] %s$ %s%s%s%s", |
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304 self.name, |
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305 self.outdir, |
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306 " \\\n ".join( |
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307 [ |
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308 shellescape.quote(str(arg)) if shouldquote(str(arg)) else str(arg) |
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309 for arg in (runtime + self.command_line) |
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310 ] |
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311 ), |
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312 " < %s" % self.stdin if self.stdin else "", |
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313 " > %s" % os.path.join(self.outdir, self.stdout) if self.stdout else "", |
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314 " 2> %s" % os.path.join(self.outdir, self.stderr) if self.stderr else "", |
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315 ) |
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316 if self.joborder is not None and runtimeContext.research_obj is not None: |
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317 job_order = self.joborder |
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318 if ( |
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319 runtimeContext.process_run_id is not None |
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320 and runtimeContext.prov_obj is not None |
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321 and isinstance(job_order, (list, dict)) |
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322 ): |
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323 runtimeContext.prov_obj.used_artefacts( |
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324 job_order, runtimeContext.process_run_id, str(self.name) |
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325 ) |
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326 else: |
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327 _logger.warning( |
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328 "research_obj set but one of process_run_id " |
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329 "or prov_obj is missing from runtimeContext: " |
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330 "{}".format(runtimeContext) |
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331 ) |
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332 outputs = {} # type: CWLObjectType |
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333 try: |
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334 stdin_path = None |
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335 if self.stdin is not None: |
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336 rmap = self.pathmapper.reversemap(self.stdin) |
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337 if rmap is None: |
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338 raise WorkflowException(f"{self.stdin} missing from pathmapper") |
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339 else: |
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340 stdin_path = rmap[1] |
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341 |
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342 stderr_path = None |
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343 if self.stderr is not None: |
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344 abserr = os.path.join(self.outdir, self.stderr) |
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345 dnerr = os.path.dirname(abserr) |
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346 if dnerr and not os.path.exists(dnerr): |
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347 os.makedirs(dnerr) |
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348 stderr_path = abserr |
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349 |
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350 stdout_path = None |
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351 if self.stdout is not None: |
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352 absout = os.path.join(self.outdir, self.stdout) |
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353 dnout = os.path.dirname(absout) |
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354 if dnout and not os.path.exists(dnout): |
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355 os.makedirs(dnout) |
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356 stdout_path = absout |
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357 |
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358 commands = [str(x) for x in runtime + self.command_line] |
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359 if runtimeContext.secret_store is not None: |
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360 commands = cast( |
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361 List[str], |
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362 runtimeContext.secret_store.retrieve(cast(CWLOutputType, commands)), |
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363 ) |
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364 env = cast( |
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365 MutableMapping[str, str], |
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366 runtimeContext.secret_store.retrieve(cast(CWLOutputType, env)), |
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367 ) |
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368 |
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369 job_script_contents = None # type: Optional[str] |
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370 builder = getattr(self, "builder", None) # type: Builder |
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371 if builder is not None: |
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372 job_script_contents = builder.build_job_script(commands) |
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373 rcode = _job_popen( |
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374 commands, |
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375 stdin_path=stdin_path, |
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376 stdout_path=stdout_path, |
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377 stderr_path=stderr_path, |
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378 env=env, |
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379 cwd=self.outdir, |
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380 make_job_dir=lambda: runtimeContext.create_outdir(), |
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381 job_script_contents=job_script_contents, |
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382 timelimit=self.timelimit, |
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383 name=self.name, |
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384 monitor_function=monitor_function, |
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385 default_stdout=runtimeContext.default_stdout, |
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386 default_stderr=runtimeContext.default_stderr, |
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387 ) |
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388 |
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389 if rcode in self.successCodes: |
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390 processStatus = "success" |
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391 elif rcode in self.temporaryFailCodes: |
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392 processStatus = "temporaryFail" |
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393 elif rcode in self.permanentFailCodes: |
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394 processStatus = "permanentFail" |
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395 elif rcode == 0: |
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396 processStatus = "success" |
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397 else: |
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398 processStatus = "permanentFail" |
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399 |
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400 if "listing" in self.generatefiles: |
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401 if self.generatemapper: |
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402 relink_initialworkdir( |
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403 self.generatemapper, |
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404 self.outdir, |
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405 self.builder.outdir, |
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406 inplace_update=self.inplace_update, |
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407 ) |
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408 else: |
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409 raise ValueError( |
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410 "'listing' in self.generatefiles but no " |
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411 "generatemapper was setup." |
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412 ) |
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413 |
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414 outputs = self.collect_outputs(self.outdir, rcode) |
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415 outputs = bytes2str_in_dicts(outputs) # type: ignore |
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416 except OSError as e: |
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417 if e.errno == 2: |
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418 if runtime: |
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419 _logger.error("'%s' not found: %s", runtime[0], str(e)) |
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420 else: |
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421 _logger.error("'%s' not found: %s", self.command_line[0], str(e)) |
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422 else: |
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423 _logger.exception("Exception while running job") |
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424 processStatus = "permanentFail" |
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425 except WorkflowException as err: |
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426 _logger.error("[job %s] Job error:\n%s", self.name, str(err)) |
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427 processStatus = "permanentFail" |
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428 except Exception: |
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429 _logger.exception("Exception while running job") |
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430 processStatus = "permanentFail" |
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431 if ( |
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432 runtimeContext.research_obj is not None |
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433 and self.prov_obj is not None |
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434 and runtimeContext.process_run_id is not None |
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435 ): |
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436 # creating entities for the outputs produced by each step (in the provenance document) |
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437 self.prov_obj.record_process_end( |
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438 str(self.name), |
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439 runtimeContext.process_run_id, |
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440 outputs, |
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441 datetime.datetime.now(), |
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442 ) |
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443 if processStatus != "success": |
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444 _logger.warning("[job %s] completed %s", self.name, processStatus) |
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445 else: |
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446 _logger.info("[job %s] completed %s", self.name, processStatus) |
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447 |
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448 if _logger.isEnabledFor(logging.DEBUG): |
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449 _logger.debug( |
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450 "[job %s] outputs %s", self.name, json_dumps(outputs, indent=4) |
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451 ) |
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452 |
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453 if self.generatemapper is not None and runtimeContext.secret_store is not None: |
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454 # Delete any runtime-generated files containing secrets. |
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455 for _, p in self.generatemapper.items(): |
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456 if p.type == "CreateFile": |
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457 if runtimeContext.secret_store.has_secret(p.resolved): |
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458 host_outdir = self.outdir |
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459 container_outdir = self.builder.outdir |
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460 host_outdir_tgt = p.target |
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461 if p.target.startswith(container_outdir + "/"): |
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462 host_outdir_tgt = os.path.join( |
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463 host_outdir, p.target[len(container_outdir) + 1 :] |
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464 ) |
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465 os.remove(host_outdir_tgt) |
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466 |
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467 if runtimeContext.workflow_eval_lock is None: |
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468 raise WorkflowException( |
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469 "runtimeContext.workflow_eval_lock must not be None" |
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470 ) |
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471 |
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472 if self.output_callback: |
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473 with runtimeContext.workflow_eval_lock: |
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474 self.output_callback(outputs, processStatus) |
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475 |
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476 if self.stagedir is not None and os.path.exists(self.stagedir): |
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477 _logger.debug( |
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478 "[job %s] Removing input staging directory %s", |
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479 self.name, |
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480 self.stagedir, |
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481 ) |
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482 shutil.rmtree(self.stagedir, True) |
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483 |
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484 if runtimeContext.rm_tmpdir: |
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485 _logger.debug( |
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486 "[job %s] Removing temporary directory %s", self.name, self.tmpdir |
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487 ) |
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488 shutil.rmtree(self.tmpdir, True) |
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489 |
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490 def process_monitor(self, sproc): # type: (subprocess.Popen[str]) -> None |
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491 monitor = psutil.Process(sproc.pid) |
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492 # Value must be list rather than integer to utilise pass-by-reference in python |
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493 memory_usage = [None] # type: MutableSequence[Optional[int]] |
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494 |
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495 def get_tree_mem_usage(memory_usage: MutableSequence[Optional[int]]) -> None: |
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496 children = monitor.children() |
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497 rss = monitor.memory_info().rss |
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498 while len(children): |
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499 rss += sum([process.memory_info().rss for process in children]) |
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500 children = list( |
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501 itertools.chain(*[process.children() for process in children]) |
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502 ) |
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503 if memory_usage[0] is None or rss > memory_usage[0]: |
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504 memory_usage[0] = rss |
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505 |
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506 mem_tm = Timer(interval=1, function=get_tree_mem_usage, args=(memory_usage,)) |
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507 mem_tm.daemon = True |
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508 mem_tm.start() |
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509 sproc.wait() |
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510 mem_tm.cancel() |
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511 if memory_usage[0] is not None: |
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512 _logger.info( |
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513 "[job %s] Max memory used: %iMiB", |
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514 self.name, |
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515 round(memory_usage[0] / (2 ** 20)), |
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516 ) |
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517 else: |
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518 _logger.debug( |
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519 "Could not collect memory usage, job ended before monitoring began." |
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520 ) |
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521 |
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522 |
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523 class CommandLineJob(JobBase): |
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524 def run( |
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525 self, |
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526 runtimeContext: RuntimeContext, |
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527 tmpdir_lock: Optional[threading.Lock] = None, |
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528 ) -> None: |
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529 |
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530 if tmpdir_lock: |
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531 with tmpdir_lock: |
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532 if not os.path.exists(self.tmpdir): |
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533 os.makedirs(self.tmpdir) |
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534 else: |
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535 if not os.path.exists(self.tmpdir): |
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536 os.makedirs(self.tmpdir) |
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537 |
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538 self._setup(runtimeContext) |
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539 |
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540 env = self.environment |
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541 vars_to_preserve = runtimeContext.preserve_environment |
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542 if runtimeContext.preserve_entire_environment is not False: |
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543 vars_to_preserve = os.environ |
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544 if vars_to_preserve: |
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545 for key, value in os.environ.items(): |
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546 if key in vars_to_preserve and key not in env: |
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547 # On Windows, subprocess env can't handle unicode. |
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548 env[key] = str(value) if onWindows() else value |
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549 env["HOME"] = str(self.outdir) if onWindows() else self.outdir |
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550 env["TMPDIR"] = str(self.tmpdir) if onWindows() else self.tmpdir |
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551 if "PATH" not in env: |
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552 env["PATH"] = str(os.environ["PATH"]) if onWindows() else os.environ["PATH"] |
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553 if "SYSTEMROOT" not in env and "SYSTEMROOT" in os.environ: |
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554 env["SYSTEMROOT"] = ( |
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555 str(os.environ["SYSTEMROOT"]) |
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556 if onWindows() |
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557 else os.environ["SYSTEMROOT"] |
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558 ) |
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559 |
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560 stage_files( |
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561 self.pathmapper, |
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562 ignore_writable=True, |
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563 symlink=True, |
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564 secret_store=runtimeContext.secret_store, |
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565 ) |
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566 if self.generatemapper is not None: |
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567 stage_files( |
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568 self.generatemapper, |
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569 ignore_writable=self.inplace_update, |
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570 symlink=True, |
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571 secret_store=runtimeContext.secret_store, |
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572 ) |
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573 relink_initialworkdir( |
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574 self.generatemapper, |
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575 self.outdir, |
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576 self.builder.outdir, |
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577 inplace_update=self.inplace_update, |
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578 ) |
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579 |
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580 monitor_function = functools.partial(self.process_monitor) |
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581 |
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582 self._execute([], env, runtimeContext, monitor_function) |
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583 |
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584 |
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585 CONTROL_CODE_RE = r"\x1b\[[0-9;]*[a-zA-Z]" |
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586 |
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587 |
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588 class ContainerCommandLineJob(JobBase, metaclass=ABCMeta): |
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589 """Commandline job using containers.""" |
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590 |
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591 @abstractmethod |
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592 def get_from_requirements( |
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593 self, |
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594 r: CWLObjectType, |
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595 pull_image: bool, |
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596 force_pull: bool, |
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597 tmp_outdir_prefix: str, |
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598 ) -> Optional[str]: |
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599 pass |
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600 |
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601 @abstractmethod |
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602 def create_runtime( |
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603 self, |
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604 env: MutableMapping[str, str], |
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605 runtime_context: RuntimeContext, |
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606 ) -> Tuple[List[str], Optional[str]]: |
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607 """Return the list of commands to run the selected container engine.""" |
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608 |
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609 @staticmethod |
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610 @abstractmethod |
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611 def append_volume( |
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612 runtime: List[str], source: str, target: str, writable: bool = False |
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613 ) -> None: |
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614 """Add binding arguments to the runtime list.""" |
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615 |
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616 @abstractmethod |
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617 def add_file_or_directory_volume( |
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618 self, runtime: List[str], volume: MapperEnt, host_outdir_tgt: Optional[str] |
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619 ) -> None: |
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620 """Append volume a file/dir mapping to the runtime option list.""" |
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621 |
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622 @abstractmethod |
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623 def add_writable_file_volume( |
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624 self, |
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625 runtime: List[str], |
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626 volume: MapperEnt, |
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627 host_outdir_tgt: Optional[str], |
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628 tmpdir_prefix: str, |
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629 ) -> None: |
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630 """Append a writable file mapping to the runtime option list.""" |
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631 |
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632 @abstractmethod |
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633 def add_writable_directory_volume( |
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634 self, |
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635 runtime: List[str], |
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636 volume: MapperEnt, |
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637 host_outdir_tgt: Optional[str], |
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638 tmpdir_prefix: str, |
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639 ) -> None: |
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640 """Append a writable directory mapping to the runtime option list.""" |
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641 |
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642 def create_file_and_add_volume( |
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643 self, |
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644 runtime: List[str], |
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645 volume: MapperEnt, |
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646 host_outdir_tgt: Optional[str], |
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647 secret_store: Optional[SecretStore], |
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648 tmpdir_prefix: str, |
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649 ) -> str: |
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650 """Create the file and add a mapping.""" |
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651 if not host_outdir_tgt: |
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652 new_file = os.path.join( |
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653 create_tmp_dir(tmpdir_prefix), |
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654 os.path.basename(volume.target), |
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655 ) |
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656 writable = True if volume.type == "CreateWritableFile" else False |
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657 contents = volume.resolved |
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658 if secret_store: |
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659 contents = cast(str, secret_store.retrieve(volume.resolved)) |
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660 dirname = os.path.dirname(host_outdir_tgt or new_file) |
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661 if not os.path.exists(dirname): |
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662 os.makedirs(dirname) |
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663 with open(host_outdir_tgt or new_file, "wb") as file_literal: |
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664 file_literal.write(contents.encode("utf-8")) |
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665 if not host_outdir_tgt: |
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666 self.append_volume(runtime, new_file, volume.target, writable=writable) |
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667 if writable: |
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668 ensure_writable(host_outdir_tgt or new_file) |
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669 else: |
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670 ensure_non_writable(host_outdir_tgt or new_file) |
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671 return host_outdir_tgt or new_file |
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672 |
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673 def add_volumes( |
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674 self, |
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675 pathmapper: PathMapper, |
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676 runtime: List[str], |
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677 tmpdir_prefix: str, |
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678 secret_store: Optional[SecretStore] = None, |
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679 any_path_okay: bool = False, |
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680 ) -> None: |
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681 """Append volume mappings to the runtime option list.""" |
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682 container_outdir = self.builder.outdir |
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683 for key, vol in (itm for itm in pathmapper.items() if itm[1].staged): |
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684 host_outdir_tgt = None # type: Optional[str] |
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685 if vol.target.startswith(container_outdir + "/"): |
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686 host_outdir_tgt = os.path.join( |
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687 self.outdir, vol.target[len(container_outdir) + 1 :] |
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688 ) |
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689 if not host_outdir_tgt and not any_path_okay: |
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690 raise WorkflowException( |
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691 "No mandatory DockerRequirement, yet path is outside " |
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692 "the designated output directory, also know as " |
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693 "$(runtime.outdir): {}".format(vol) |
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694 ) |
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695 if vol.type in ("File", "Directory"): |
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696 self.add_file_or_directory_volume(runtime, vol, host_outdir_tgt) |
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697 elif vol.type == "WritableFile": |
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698 self.add_writable_file_volume( |
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699 runtime, vol, host_outdir_tgt, tmpdir_prefix |
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700 ) |
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701 elif vol.type == "WritableDirectory": |
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702 self.add_writable_directory_volume( |
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703 runtime, vol, host_outdir_tgt, tmpdir_prefix |
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704 ) |
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705 elif vol.type in ["CreateFile", "CreateWritableFile"]: |
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706 new_path = self.create_file_and_add_volume( |
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707 runtime, vol, host_outdir_tgt, secret_store, tmpdir_prefix |
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708 ) |
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709 pathmapper.update(key, new_path, vol.target, vol.type, vol.staged) |
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710 |
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711 def run( |
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712 self, |
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713 runtimeContext: RuntimeContext, |
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714 tmpdir_lock: Optional[threading.Lock] = None, |
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715 ) -> None: |
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716 if tmpdir_lock: |
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717 with tmpdir_lock: |
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718 if not os.path.exists(self.tmpdir): |
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719 os.makedirs(self.tmpdir) |
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720 else: |
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721 if not os.path.exists(self.tmpdir): |
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722 os.makedirs(self.tmpdir) |
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723 |
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724 (docker_req, docker_is_req) = self.get_requirement("DockerRequirement") |
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725 self.prov_obj = runtimeContext.prov_obj |
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726 img_id = None |
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727 env = cast(MutableMapping[str, str], os.environ) |
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728 user_space_docker_cmd = runtimeContext.user_space_docker_cmd |
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729 if docker_req is not None and user_space_docker_cmd: |
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730 # For user-space docker implementations, a local image name or ID |
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731 # takes precedence over a network pull |
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732 if "dockerImageId" in docker_req: |
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733 img_id = str(docker_req["dockerImageId"]) |
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734 elif "dockerPull" in docker_req: |
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735 img_id = str(docker_req["dockerPull"]) |
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736 cmd = [user_space_docker_cmd, "pull", img_id] |
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737 _logger.info(str(cmd)) |
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738 try: |
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739 subprocess.check_call(cmd, stdout=sys.stderr) # nosec |
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740 except OSError: |
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741 raise WorkflowException( |
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742 SourceLine(docker_req).makeError( |
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743 "Either Docker container {} is not available with " |
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744 "user space docker implementation {} or {} is missing " |
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745 "or broken.".format( |
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746 img_id, user_space_docker_cmd, user_space_docker_cmd |
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747 ) |
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748 ) |
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749 ) |
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750 else: |
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751 raise WorkflowException( |
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752 SourceLine(docker_req).makeError( |
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753 "Docker image must be specified as 'dockerImageId' or " |
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754 "'dockerPull' when using user space implementations of " |
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755 "Docker" |
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756 ) |
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757 ) |
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758 else: |
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759 try: |
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760 if docker_req is not None and runtimeContext.use_container: |
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761 img_id = str( |
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762 self.get_from_requirements( |
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763 docker_req, |
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764 runtimeContext.pull_image, |
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765 runtimeContext.force_docker_pull, |
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766 runtimeContext.tmp_outdir_prefix, |
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767 ) |
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768 ) |
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769 if img_id is None: |
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770 if self.builder.find_default_container: |
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771 default_container = self.builder.find_default_container() |
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772 if default_container: |
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773 img_id = str(default_container) |
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774 |
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775 if ( |
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776 docker_req is not None |
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777 and img_id is None |
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778 and runtimeContext.use_container |
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779 ): |
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780 raise Exception("Docker image not available") |
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781 |
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782 if ( |
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783 self.prov_obj is not None |
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784 and img_id is not None |
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785 and runtimeContext.process_run_id is not None |
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786 ): |
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787 container_agent = self.prov_obj.document.agent( |
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788 uuid.uuid4().urn, |
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789 { |
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790 "prov:type": PROV["SoftwareAgent"], |
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791 "cwlprov:image": img_id, |
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792 "prov:label": "Container execution of image %s" % img_id, |
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793 }, |
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794 ) |
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795 # FIXME: img_id is not a sha256 id, it might just be "debian:8" |
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796 # img_entity = document.entity("nih:sha-256;%s" % img_id, |
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797 # {"prov:label": "Container image %s" % img_id} ) |
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798 # The image is the plan for this activity-agent association |
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799 # document.wasAssociatedWith(process_run_ID, container_agent, img_entity) |
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800 self.prov_obj.document.wasAssociatedWith( |
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801 runtimeContext.process_run_id, container_agent |
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802 ) |
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803 except Exception as err: |
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804 container = "Singularity" if runtimeContext.singularity else "Docker" |
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805 _logger.debug("%s error", container, exc_info=True) |
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806 if docker_is_req: |
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807 raise UnsupportedRequirement( |
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808 "{} is required to run this tool: {}".format( |
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809 container, str(err) |
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810 ) |
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811 ) from err |
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812 else: |
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813 raise WorkflowException( |
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814 "{0} is not available for this tool, try " |
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815 "--no-container to disable {0}, or install " |
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816 "a user space Docker replacement like uDocker with " |
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817 "--user-space-docker-cmd.: {1}".format(container, err) |
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818 ) |
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819 |
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820 self._setup(runtimeContext) |
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821 (runtime, cidfile) = self.create_runtime(env, runtimeContext) |
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822 runtime.append(str(img_id)) |
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823 monitor_function = None |
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824 if cidfile: |
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825 monitor_function = functools.partial( |
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826 self.docker_monitor, |
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827 cidfile, |
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828 runtimeContext.tmpdir_prefix, |
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829 not bool(runtimeContext.cidfile_dir), |
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830 ) |
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831 elif runtimeContext.user_space_docker_cmd: |
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832 monitor_function = functools.partial(self.process_monitor) |
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833 self._execute(runtime, env, runtimeContext, monitor_function) |
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834 |
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835 def docker_monitor( |
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836 self, |
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837 cidfile: str, |
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838 tmpdir_prefix: str, |
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839 cleanup_cidfile: bool, |
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840 process, # type: subprocess.Popen[str] |
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841 ) -> None: |
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842 """Record memory usage of the running Docker container.""" |
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843 # Todo: consider switching to `docker create` / `docker start` |
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844 # instead of `docker run` as `docker create` outputs the container ID |
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845 # to stdout, but the container is frozen, thus allowing us to start the |
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846 # monitoring process without dealing with the cidfile or too-fast |
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847 # container execution |
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848 cid = None # type: Optional[str] |
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849 while cid is None: |
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850 time.sleep(1) |
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851 if process.returncode is not None: |
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852 if cleanup_cidfile: |
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853 try: |
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854 os.remove(cidfile) |
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855 except OSError as exc: |
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856 _logger.warn( |
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857 "Ignored error cleaning up Docker cidfile: %s", exc |
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858 ) |
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859 return |
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860 try: |
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861 with open(cidfile) as cidhandle: |
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862 cid = cidhandle.readline().strip() |
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863 except (OSError): |
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864 cid = None |
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865 max_mem = psutil.virtual_memory().total |
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866 tmp_dir, tmp_prefix = os.path.split(tmpdir_prefix) |
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867 stats_file = tempfile.NamedTemporaryFile(prefix=tmp_prefix, dir=tmp_dir) |
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868 stats_file_name = stats_file.name |
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869 try: |
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870 with open(stats_file_name, mode="w") as stats_file_handle: |
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871 stats_proc = subprocess.Popen( # nosec |
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872 ["docker", "stats", "--no-trunc", "--format", "{{.MemPerc}}", cid], |
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873 stdout=stats_file_handle, |
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874 stderr=subprocess.DEVNULL, |
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875 ) |
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876 process.wait() |
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877 stats_proc.kill() |
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878 except OSError as exc: |
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879 _logger.warn("Ignored error with docker stats: %s", exc) |
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880 return |
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881 max_mem_percent = 0 # type: float |
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882 mem_percent = 0 # type: float |
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883 with open(stats_file_name, mode="r") as stats: |
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884 while True: |
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885 line = stats.readline() |
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886 if not line: |
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887 break |
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888 try: |
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889 mem_percent = float( |
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890 re.sub(CONTROL_CODE_RE, "", line).replace("%", "") |
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891 ) |
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892 if mem_percent > max_mem_percent: |
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893 max_mem_percent = mem_percent |
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894 except ValueError: |
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895 break |
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896 _logger.info( |
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897 "[job %s] Max memory used: %iMiB", |
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898 self.name, |
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899 int((max_mem_percent / 100 * max_mem) / (2 ** 20)), |
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900 ) |
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901 if cleanup_cidfile: |
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902 os.remove(cidfile) |
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|
903 |
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|
904 |
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905 def _job_popen( |
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906 commands: List[str], |
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|
907 stdin_path: Optional[str], |
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908 stdout_path: Optional[str], |
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909 stderr_path: Optional[str], |
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910 env: MutableMapping[str, str], |
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911 cwd: str, |
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912 make_job_dir: Callable[[], str], |
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913 job_script_contents: Optional[str] = None, |
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914 timelimit: Optional[int] = None, |
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915 name: Optional[str] = None, |
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916 monitor_function=None, # type: Optional[Callable[[subprocess.Popen[str]], None]] |
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917 default_stdout=None, # type: Optional[Union[IO[bytes], TextIO]] |
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918 default_stderr=None, # type: Optional[Union[IO[bytes], TextIO]] |
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919 ) -> int: |
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920 |
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921 if job_script_contents is None and not FORCE_SHELLED_POPEN: |
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922 |
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923 stdin = subprocess.PIPE # type: Union[IO[bytes], int] |
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924 if stdin_path is not None: |
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925 stdin = open(stdin_path, "rb") |
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926 |
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927 stdout = ( |
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928 default_stdout if default_stdout is not None else sys.stderr |
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929 ) # type: Union[IO[bytes], TextIO] |
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930 if stdout_path is not None: |
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931 stdout = open(stdout_path, "wb") |
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932 |
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933 stderr = ( |
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934 default_stderr if default_stderr is not None else sys.stderr |
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935 ) # type: Union[IO[bytes], TextIO] |
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936 if stderr_path is not None: |
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937 stderr = open(stderr_path, "wb") |
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938 |
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939 sproc = subprocess.Popen( |
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940 commands, |
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941 shell=False, # nosec |
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942 close_fds=not onWindows(), |
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943 stdin=stdin, |
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944 stdout=stdout, |
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945 stderr=stderr, |
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946 env=env, |
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947 cwd=cwd, |
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948 universal_newlines=True, |
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949 ) |
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950 processes_to_kill.append(sproc) |
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951 |
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952 if sproc.stdin is not None: |
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953 sproc.stdin.close() |
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954 |
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955 tm = None |
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956 if timelimit is not None and timelimit > 0: |
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957 |
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958 def terminate(): # type: () -> None |
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959 try: |
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960 _logger.warning( |
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961 "[job %s] exceeded time limit of %d seconds and will be terminated", |
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962 name, |
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963 timelimit, |
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964 ) |
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965 sproc.terminate() |
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966 except OSError: |
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967 pass |
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968 |
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969 tm = Timer(timelimit, terminate) |
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970 tm.daemon = True |
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971 tm.start() |
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972 if monitor_function: |
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973 monitor_function(sproc) |
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974 rcode = sproc.wait() |
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975 |
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976 if tm is not None: |
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977 tm.cancel() |
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978 |
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979 if isinstance(stdin, IOBase) and hasattr(stdin, "close"): |
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980 stdin.close() |
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981 |
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982 if stdout is not sys.stderr and hasattr(stdout, "close"): |
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983 stdout.close() |
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984 |
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985 if stderr is not sys.stderr and hasattr(stderr, "close"): |
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986 stderr.close() |
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987 |
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988 return rcode |
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989 else: |
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990 if job_script_contents is None: |
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991 job_script_contents = SHELL_COMMAND_TEMPLATE |
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992 |
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993 env_copy = {} |
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994 key = None # type: Optional[str] |
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995 for key in env: |
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996 env_copy[key] = env[key] |
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997 |
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998 job_description = { |
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999 "commands": commands, |
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1000 "cwd": cwd, |
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1001 "env": env_copy, |
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1002 "stdout_path": stdout_path, |
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1003 "stderr_path": stderr_path, |
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1004 "stdin_path": stdin_path, |
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1005 } |
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1006 |
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1007 job_dir = make_job_dir() |
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1008 try: |
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1009 with open( |
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1010 os.path.join(job_dir, "job.json"), mode="w", encoding="utf-8" |
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1011 ) as job_file: |
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1012 json_dump(job_description, job_file, ensure_ascii=False) |
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1013 job_script = os.path.join(job_dir, "run_job.bash") |
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1014 with open(job_script, "wb") as _: |
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1015 _.write(job_script_contents.encode("utf-8")) |
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1016 job_run = os.path.join(job_dir, "run_job.py") |
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1017 with open(job_run, "wb") as _: |
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1018 _.write(PYTHON_RUN_SCRIPT.encode("utf-8")) |
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1019 sproc = subprocess.Popen( # nosec |
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1020 ["bash", job_script.encode("utf-8")], |
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1021 shell=False, # nosec |
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1022 cwd=job_dir, |
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1023 # The nested script will output the paths to the correct files if they need |
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1024 # to be captured. Else just write everything to stderr (same as above). |
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1025 stdout=sys.stderr, |
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1026 stderr=sys.stderr, |
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1027 stdin=subprocess.PIPE, |
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1028 universal_newlines=True, |
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1029 ) |
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1030 processes_to_kill.append(sproc) |
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1031 if sproc.stdin is not None: |
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1032 sproc.stdin.close() |
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1033 |
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1034 rcode = sproc.wait() |
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1035 |
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1036 return rcode |
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1037 finally: |
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1038 shutil.rmtree(job_dir) |