Mercurial > repos > shellac > sam_consensus_v3
annotate env/lib/python3.9/site-packages/galaxy/tool_util/deps/container_classes.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 os |
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2 import string |
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3 from abc import ( |
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4 ABCMeta, |
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5 abstractmethod |
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6 ) |
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7 from logging import getLogger |
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8 from uuid import uuid4 |
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9 |
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10 |
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11 from galaxy.containers.docker_model import DockerVolume |
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12 from galaxy.util import ( |
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13 asbool, |
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14 in_directory |
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15 ) |
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16 from . import ( |
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17 docker_util, |
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18 singularity_util |
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19 ) |
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20 from .requirements import ( |
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21 DEFAULT_CONTAINER_RESOLVE_DEPENDENCIES, |
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22 DEFAULT_CONTAINER_SHELL, |
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23 ) |
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24 |
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25 log = getLogger(__name__) |
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26 |
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27 DOCKER_CONTAINER_TYPE = "docker" |
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28 SINGULARITY_CONTAINER_TYPE = "singularity" |
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29 |
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30 LOAD_CACHED_IMAGE_COMMAND_TEMPLATE = r''' |
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31 python << EOF |
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32 from __future__ import print_function |
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33 |
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34 import json |
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35 import re |
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36 import subprocess |
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37 import tarfile |
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38 |
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39 t = tarfile.TarFile("${cached_image_file}") |
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40 meta_str = t.extractfile('repositories').read() |
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41 meta = json.loads(meta_str) |
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42 tag, tag_value = next(iter(meta.items())) |
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43 rev, rev_value = next(iter(tag_value.items())) |
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44 cmd = "${images_cmd}" |
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45 proc = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE) |
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46 stdo, stde = proc.communicate() |
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47 found = False |
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48 for line in stdo.split("\n"): |
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49 tmp = re.split(r'\s+', line) |
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50 if tmp[0] == tag and tmp[1] == rev and tmp[2] == rev_value: |
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51 found = True |
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52 if not found: |
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53 print("Loading image") |
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54 cmd = "cat ${cached_image_file} | ${load_cmd}" |
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55 subprocess.check_call(cmd, shell=True) |
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56 EOF |
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57 ''' |
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58 SOURCE_CONDA_ACTIVATE = """ |
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59 # Check if container was created by installing conda packages, |
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60 # and if so, source scripts to populate environment variables |
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61 # that would be set by activating the conda environment. |
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62 if [ -d /usr/local/etc/conda/activate.d ]; then |
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63 export CONDA_PREFIX=/usr/local |
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64 for f in /usr/local/etc/conda/activate.d/*.sh; do |
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65 case "$f" in |
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66 "/usr/local/etc/conda/activate.d/activate-"*) :;; |
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67 *) . "$f" ;; |
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68 esac; |
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69 done |
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70 fi |
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71 """ |
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72 |
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73 |
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74 class Container(metaclass=ABCMeta): |
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75 |
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76 def __init__(self, container_id, app_info, tool_info, destination_info, job_info, container_description, container_name=None): |
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77 self.container_id = container_id |
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78 self.app_info = app_info |
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79 self.tool_info = tool_info |
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80 self.destination_info = destination_info |
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81 self.job_info = job_info |
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82 self.container_description = container_description |
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83 self.container_name = container_name or uuid4().hex |
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84 self.container_info = {} |
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85 |
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86 def prop(self, name, default): |
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87 destination_name = f"{self.container_type}_{name}" |
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88 return self.destination_info.get(destination_name, default) |
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89 |
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90 @property |
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91 def resolve_dependencies(self): |
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92 return DEFAULT_CONTAINER_RESOLVE_DEPENDENCIES if not self.container_description else self.container_description.resolve_dependencies |
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93 |
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94 @property |
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95 def shell(self): |
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96 return DEFAULT_CONTAINER_SHELL if not self.container_description else self.container_description.shell |
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97 |
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98 @property |
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99 def source_environment(self): |
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100 if self.container_description and not self.container_description.explicit: |
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101 return SOURCE_CONDA_ACTIVATE |
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102 return "" |
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103 |
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104 @abstractmethod |
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105 def containerize_command(self, command): |
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106 """ |
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107 Use destination supplied container configuration parameters, |
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108 container_id, and command to build a new command that runs |
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109 input command in container. |
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110 """ |
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111 |
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112 |
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113 def preprocess_volumes(volumes_raw_str, container_type): |
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114 """Process Galaxy volume specification string to either Docker or Singularity specification. |
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115 |
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116 Galaxy allows the mount try "default_ro" which translates to ro for Docker and |
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117 ro for Singularity iff no subdirectories are rw (Singularity does not allow ro |
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118 parent directories with rw subdirectories). |
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119 |
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120 >>> preprocess_volumes("/a/b", DOCKER_CONTAINER_TYPE) |
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121 ['/a/b:rw'] |
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122 >>> preprocess_volumes("/a/b:ro,/a/b/c:rw", DOCKER_CONTAINER_TYPE) |
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123 ['/a/b:ro', '/a/b/c:rw'] |
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124 >>> preprocess_volumes("/a/b:/a:ro,/a/b/c:/a/b:rw", DOCKER_CONTAINER_TYPE) |
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125 ['/a/b:/a:ro', '/a/b/c:/a/b:rw'] |
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126 >>> preprocess_volumes("/a/b:default_ro,/a/b/c:rw", DOCKER_CONTAINER_TYPE) |
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127 ['/a/b:ro', '/a/b/c:rw'] |
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128 >>> preprocess_volumes("/a/b:default_ro,/a/b/c:ro", SINGULARITY_CONTAINER_TYPE) |
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129 ['/a/b:ro', '/a/b/c:ro'] |
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130 >>> preprocess_volumes("/a/b:default_ro,/a/b/c:rw", SINGULARITY_CONTAINER_TYPE) |
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131 ['/a/b', '/a/b/c'] |
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132 """ |
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133 |
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134 volumes_raw_strs = [v.strip() for v in volumes_raw_str.split(",")] |
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135 volumes = [] |
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136 rw_paths = [] |
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137 |
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138 for volume_raw_str in volumes_raw_strs: |
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139 volume_parts = volume_raw_str.split(":") |
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140 if len(volume_parts) > 3: |
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141 raise Exception("Unparsable volumes string in configuration [%s]" % volumes_raw_str) |
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142 if len(volume_parts) == 3: |
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143 volume_parts = ["{}:{}".format(volume_parts[0], volume_parts[1]), volume_parts[2]] |
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144 if len(volume_parts) == 2 and volume_parts[1] not in ("rw", "ro", "default_ro"): |
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145 volume_parts = ["{}:{}".format(volume_parts[0], volume_parts[1]), "rw"] |
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146 if len(volume_parts) == 1: |
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147 volume_parts.append("rw") |
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148 volumes.append(volume_parts) |
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149 if volume_parts[1] == "rw": |
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150 rw_paths.append(volume_parts[0]) |
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151 |
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152 for volume in volumes: |
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153 path = volume[0] |
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154 how = volume[1] |
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155 |
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156 if how == "default_ro": |
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157 how = "ro" |
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158 if container_type == SINGULARITY_CONTAINER_TYPE: |
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159 for rw_path in rw_paths: |
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160 if in_directory(rw_path, path): |
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161 how = "rw" |
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162 |
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163 volume[1] = how |
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164 |
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165 # for a while singularity did not allow to specify the bind type rw |
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166 # (which is the default). so we omit this default |
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167 # see https://github.com/hpcng/singularity/pull/5487 |
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168 if container_type == SINGULARITY_CONTAINER_TYPE and volume[1] == 'rw': |
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169 del volume[1] |
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170 |
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171 return [":".join(v) for v in volumes] |
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172 |
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173 |
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174 class HasDockerLikeVolumes: |
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175 """Mixin to share functionality related to Docker volume handling. |
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176 |
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177 Singularity seems to have a fairly compatible syntax for volume handling. |
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178 """ |
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179 |
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180 def _expand_volume_str(self, value): |
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181 if not value: |
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182 return value |
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183 |
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184 template = string.Template(value) |
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185 variables = dict() |
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186 |
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187 def add_var(name, value): |
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188 if value: |
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189 if not value.startswith("$"): |
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190 value = os.path.abspath(value) |
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191 variables[name] = value |
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192 |
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193 add_var("working_directory", self.job_info.working_directory) |
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194 add_var("tmp_directory", self.job_info.tmp_directory) |
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195 add_var("job_directory", self.job_info.job_directory) |
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196 add_var("tool_directory", self.job_info.tool_directory) |
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197 add_var("home_directory", self.job_info.home_directory) |
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198 add_var("galaxy_root", self.app_info.galaxy_root_dir) |
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199 add_var("default_file_path", self.app_info.default_file_path) |
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200 add_var("library_import_dir", self.app_info.library_import_dir) |
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201 add_var('tool_data_path', self.app_info.tool_data_path) |
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202 add_var('shed_tool_data_path', self.app_info.shed_tool_data_path) |
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203 if self.job_info.job_directory and self.job_info.job_directory_type == "pulsar": |
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204 # We have a Pulsar job directory, so everything needed (excluding index |
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205 # files) should be available in job_directory... |
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206 defaults = "$job_directory:default_ro" |
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207 if self.job_info.tool_directory: |
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208 defaults += ",$tool_directory:default_ro" |
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209 defaults += ",$job_directory/outputs:rw,$working_directory:rw" |
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210 else: |
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211 defaults = "$galaxy_root:default_ro" |
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212 if self.job_info.tool_directory: |
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213 defaults += ",$tool_directory:default_ro" |
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214 if self.job_info.job_directory: |
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215 defaults += ",$job_directory:default_ro,$job_directory/outputs:rw" |
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216 if self.tool_info.profile <= 19.09: |
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217 defaults += ",$job_directory/configs:rw" |
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218 if self.job_info.tmp_directory is not None: |
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219 defaults += ",$tmp_directory:rw" |
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220 if self.job_info.home_directory is not None: |
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221 defaults += ",$home_directory:rw" |
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222 if self.app_info.outputs_to_working_directory: |
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223 # Should need default_file_path (which is of course an estimate given |
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224 # object stores anyway). |
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225 defaults += ",$working_directory:rw,$default_file_path:default_ro" |
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226 else: |
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227 defaults += ",$working_directory:rw,$default_file_path:rw" |
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228 |
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229 if self.app_info.library_import_dir: |
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230 defaults += ",$library_import_dir:default_ro" |
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231 if self.app_info.tool_data_path: |
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232 defaults += ",$tool_data_path:default_ro" |
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233 if self.app_info.shed_tool_data_path: |
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234 defaults += ",$shed_tool_data_path:default_ro" |
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235 |
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236 # Define $defaults that can easily be extended with external library and |
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237 # index data without deployer worrying about above details. |
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238 variables["defaults"] = string.Template(defaults).safe_substitute(variables) |
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239 |
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240 volumes_str = template.safe_substitute(variables) |
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241 |
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242 # Not all tools have a tool_directory - strip this out if supplied by |
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243 # job_conf. |
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244 tool_directory_index = volumes_str.find("$tool_directory") |
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245 if tool_directory_index > 0: |
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246 end_index = volumes_str.find(",", tool_directory_index) |
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247 if end_index < 0: |
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248 end_index = len(volumes_str) |
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249 volumes_str = volumes_str[0:tool_directory_index] + volumes_str[end_index:len(volumes_str)] |
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250 return volumes_str |
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251 |
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252 |
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253 class DockerContainer(Container, HasDockerLikeVolumes): |
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254 |
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255 container_type = DOCKER_CONTAINER_TYPE |
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256 |
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257 @property |
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258 def docker_host_props(self): |
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259 docker_host_props = dict( |
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260 docker_cmd=self.prop("cmd", docker_util.DEFAULT_DOCKER_COMMAND), |
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261 sudo=asbool(self.prop("sudo", docker_util.DEFAULT_SUDO)), |
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262 sudo_cmd=self.prop("sudo_cmd", docker_util.DEFAULT_SUDO_COMMAND), |
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263 host=self.prop("host", docker_util.DEFAULT_HOST), |
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264 ) |
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265 return docker_host_props |
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266 |
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267 @property |
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268 def connection_configuration(self): |
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269 return self.docker_host_props |
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270 |
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271 def build_pull_command(self): |
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272 return docker_util.build_pull_command(self.container_id, **self.docker_host_props) |
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273 |
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274 def containerize_command(self, command): |
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275 env_directives = [] |
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276 for pass_through_var in self.tool_info.env_pass_through: |
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277 env_directives.append(f'"{pass_through_var}=${pass_through_var}"') |
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278 |
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279 # Allow destinations to explicitly set environment variables just for |
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280 # docker container. Better approach is to set for destination and then |
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281 # pass through only what tool needs however. (See todo in ToolInfo.) |
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282 for key, value in self.destination_info.items(): |
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283 if key.startswith("docker_env_"): |
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284 env = key[len("docker_env_"):] |
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285 env_directives.append(f'"{env}={value}"') |
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286 |
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287 working_directory = self.job_info.working_directory |
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288 if not working_directory: |
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289 raise Exception("Cannot containerize command [%s] without defined working directory." % working_directory) |
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290 |
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291 volumes_raw = self._expand_volume_str(self.destination_info.get("docker_volumes", "$defaults")) |
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292 preprocessed_volumes_list = preprocess_volumes(volumes_raw, self.container_type) |
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293 # TODO: Remove redundant volumes... |
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294 volumes = [DockerVolume.from_str(v) for v in preprocessed_volumes_list] |
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295 # If a tool definitely has a temp directory available set it to /tmp in container for compat. |
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296 # with CWL. This is part of that spec and should make it easier to share containers between CWL |
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297 # and Galaxy. |
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298 if self.job_info.tmp_directory is not None: |
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299 volumes.append(DockerVolume.from_str("%s:/tmp:rw" % self.job_info.tmp_directory)) |
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300 else: |
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301 volumes.append(DockerVolume.from_str("$_GALAXY_JOB_TMP_DIR:$_GALAXY_JOB_TMP_DIR:rw")) |
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302 volumes_from = self.destination_info.get("docker_volumes_from", docker_util.DEFAULT_VOLUMES_FROM) |
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303 docker_host_props = self.docker_host_props |
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304 |
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305 cached_image_file = self.__get_cached_image_file() |
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306 if not cached_image_file: |
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307 # TODO: Add option to cache it once here and create cached_image_file. |
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308 cache_command = docker_util.build_docker_cache_command(self.container_id, **docker_host_props) |
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309 else: |
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310 cache_command = self.__cache_from_file_command(cached_image_file, docker_host_props) |
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311 run_command = docker_util.build_docker_run_command( |
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312 command, |
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313 self.container_id, |
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314 volumes=volumes, |
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315 volumes_from=volumes_from, |
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316 env_directives=env_directives, |
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317 working_directory=working_directory, |
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318 net=self.prop("net", None), # By default, docker instance has networking disabled |
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319 auto_rm=asbool(self.prop("auto_rm", docker_util.DEFAULT_AUTO_REMOVE)), |
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320 set_user=self.prop("set_user", docker_util.DEFAULT_SET_USER), |
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321 run_extra_arguments=self.prop("run_extra_arguments", docker_util.DEFAULT_RUN_EXTRA_ARGUMENTS), |
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322 guest_ports=self.tool_info.guest_ports, |
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323 container_name=self.container_name, |
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324 **docker_host_props |
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325 ) |
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326 kill_command = docker_util.build_docker_simple_command("kill", container_name=self.container_name, **docker_host_props) |
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327 # Suppress standard error below in the kill command because it can cause jobs that otherwise would work |
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328 # to fail. Likely, in these cases the container has been stopped normally and so cannot be stopped again. |
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329 # A less hacky approach might be to check if the container is running first before trying to kill. |
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330 # https://stackoverflow.com/questions/34228864/stop-and-delete-docker-container-if-its-running |
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331 # Standard error is: |
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332 # Error response from daemon: Cannot kill container: 2b0b961527574ebc873256b481bbe72e: No such container: 2b0b961527574ebc873256b481bbe72e |
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333 return """ |
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334 _on_exit() {{ |
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335 {} &> /dev/null |
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336 }} |
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337 trap _on_exit 0 |
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338 {}\n{}""".format(kill_command, cache_command, run_command) |
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339 |
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340 def __cache_from_file_command(self, cached_image_file, docker_host_props): |
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341 images_cmd = docker_util.build_docker_images_command(truncate=False, **docker_host_props) |
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342 load_cmd = docker_util.build_docker_load_command(**docker_host_props) |
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343 |
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344 return string.Template(LOAD_CACHED_IMAGE_COMMAND_TEMPLATE).safe_substitute( |
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345 cached_image_file=cached_image_file, |
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346 images_cmd=images_cmd, |
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347 load_cmd=load_cmd |
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348 ) |
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349 |
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350 def __get_cached_image_file(self): |
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351 container_id = self.container_id |
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352 cache_directory = os.path.abspath(self.__get_destination_overridable_property("container_image_cache_path")) |
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353 cache_path = docker_cache_path(cache_directory, container_id) |
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354 return cache_path if os.path.exists(cache_path) else None |
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355 |
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356 def __get_destination_overridable_property(self, name): |
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357 prop_name = "docker_%s" % name |
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358 if prop_name in self.destination_info: |
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359 return self.destination_info[prop_name] |
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360 else: |
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361 return getattr(self.app_info, name) |
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362 |
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363 |
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364 def docker_cache_path(cache_directory, container_id): |
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365 file_container_id = container_id.replace("/", "_slash_") |
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366 cache_file_name = "docker_%s.tar" % file_container_id |
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367 return os.path.join(cache_directory, cache_file_name) |
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368 |
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369 |
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370 class SingularityContainer(Container, HasDockerLikeVolumes): |
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371 |
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372 container_type = SINGULARITY_CONTAINER_TYPE |
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373 |
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374 def get_singularity_target_kwds(self): |
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375 return dict( |
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376 singularity_cmd=self.prop("cmd", singularity_util.DEFAULT_SINGULARITY_COMMAND), |
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377 sudo=asbool(self.prop("sudo", singularity_util.DEFAULT_SUDO)), |
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378 sudo_cmd=self.prop("sudo_cmd", singularity_util.DEFAULT_SUDO_COMMAND), |
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379 ) |
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380 |
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381 @property |
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382 def connection_configuration(self): |
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383 return self.get_singularity_target_kwds() |
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384 |
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385 def build_mulled_singularity_pull_command(self, cache_directory, namespace="biocontainers"): |
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386 return singularity_util.pull_mulled_singularity_command( |
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387 docker_image_identifier=self.container_id, |
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388 cache_directory=cache_directory, |
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389 namespace=namespace, |
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390 **self.get_singularity_target_kwds() |
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391 ) |
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392 |
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393 def containerize_command(self, command): |
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394 |
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395 env = [] |
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396 for pass_through_var in self.tool_info.env_pass_through: |
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397 env.append((pass_through_var, "$%s" % pass_through_var)) |
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398 |
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399 # Allow destinations to explicitly set environment variables just for |
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400 # docker container. Better approach is to set for destination and then |
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401 # pass through only what tool needs however. (See todo in ToolInfo.) |
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402 for key, value in self.destination_info.items(): |
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403 if key.startswith("singularity_env_"): |
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404 real_key = key[len("singularity_env_"):] |
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405 env.append((real_key, value)) |
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406 |
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407 working_directory = self.job_info.working_directory |
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408 if not working_directory: |
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409 raise Exception("Cannot containerize command [%s] without defined working directory." % working_directory) |
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410 |
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411 volumes_raw = self._expand_volume_str(self.destination_info.get("singularity_volumes", "$defaults")) |
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412 preprocessed_volumes_list = preprocess_volumes(volumes_raw, self.container_type) |
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413 volumes = [DockerVolume.from_str(v) for v in preprocessed_volumes_list] |
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414 |
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415 run_command = singularity_util.build_singularity_run_command( |
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416 command, |
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417 self.container_id, |
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418 volumes=volumes, |
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419 env=env, |
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420 working_directory=working_directory, |
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421 run_extra_arguments=self.prop("run_extra_arguments", singularity_util.DEFAULT_RUN_EXTRA_ARGUMENTS), |
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422 guest_ports=self.tool_info.guest_ports, |
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423 container_name=self.container_name, |
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424 **self.get_singularity_target_kwds() |
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425 ) |
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426 return run_command |
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427 |
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428 |
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429 CONTAINER_CLASSES = dict( |
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430 docker=DockerContainer, |
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431 singularity=SingularityContainer, |
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432 ) |
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433 |
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434 |
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435 class NullContainer: |
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436 |
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437 def __init__(self): |
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438 pass |
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439 |
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440 def __bool__(self): |
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441 return False |
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442 __nonzero__ = __bool__ |
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443 |
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444 |
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445 NULL_CONTAINER = NullContainer() |