Mercurial > repos > shellac > sam_consensus_v3
annotate env/lib/python3.9/site-packages/galaxy/tool_util/deps/mulled/mulled_search.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 #!/usr/bin/env python |
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2 |
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3 import argparse |
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4 import json |
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5 import logging |
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6 import sys |
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7 import tempfile |
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8 |
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9 import requests |
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10 |
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11 from .mulled_list import get_singularity_containers |
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12 from .util import build_target, v2_image_name |
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13 |
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14 try: |
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15 from conda.cli.python_api import run_command |
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16 except ImportError: |
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17 run_command = None # type: ignore |
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18 |
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19 try: |
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20 from whoosh.fields import Schema |
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21 from whoosh.fields import TEXT |
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22 from whoosh.fields import STORED |
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23 from whoosh.index import create_in |
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24 from whoosh.qparser import QueryParser |
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25 except ImportError: |
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26 Schema = TEXT = STORED = create_in = QueryParser = None # type: ignore |
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27 |
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28 QUAY_API_URL = 'https://quay.io/api/v1/repository' |
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29 |
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30 |
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31 class QuaySearch(): |
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32 """ |
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33 Tool to search within a quay organization for a given software name. |
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34 """ |
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35 |
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36 def __init__(self, organization): |
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37 self.index = None |
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38 self.organization = organization |
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39 |
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40 def build_index(self): |
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41 """ |
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42 Create an index to quickly examine the repositories of a given quay.io organization. |
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43 """ |
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44 # download all information about the repositories from the |
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45 # given organization in self.organization |
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46 |
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47 parameters = {'public': 'true', 'namespace': self.organization} |
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48 r = requests.get(QUAY_API_URL, headers={ |
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49 'Accept-encoding': 'gzip'}, params=parameters, timeout=12) |
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50 tmp_dir = tempfile.mkdtemp() |
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51 schema = Schema(title=TEXT(stored=True), content=STORED) |
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52 self.index = create_in(tmp_dir, schema) |
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53 |
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54 json_decoder = json.JSONDecoder() |
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55 decoded_request = json_decoder.decode(r.text) |
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56 writer = self.index.writer() |
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57 for repository in decoded_request['repositories']: |
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58 writer.add_document( |
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59 title=repository['name'], content=repository['description']) |
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60 writer.commit() |
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61 |
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62 def search_repository(self, search_string, non_strict): |
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63 """ |
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64 Search Docker containers on quay.io. |
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65 Results are displayed with all available versions, |
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66 including the complete image name. |
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67 """ |
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68 # with statement closes searcher after usage. |
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69 with self.index.searcher() as searcher: |
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70 query = QueryParser( |
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71 "title", self.index.schema).parse(search_string) |
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72 results = searcher.search(query) |
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73 if non_strict: |
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74 # look for spelling errors and use suggestions as a search term too |
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75 corrector = searcher.corrector("title") |
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76 suggestions = corrector.suggest(search_string, limit=2) |
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77 |
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78 # get all repositories with suggested keywords |
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79 for suggestion in suggestions: |
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80 search_string = "*%s*" % suggestion |
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81 query = QueryParser( |
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82 "title", self.index.schema).parse(search_string) |
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83 results_tmp = searcher.search(query) |
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84 results.extend(results_tmp) |
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85 |
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86 out = list() |
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87 |
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88 for result in results: |
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89 title = result['title'] |
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90 for version in self.get_additional_repository_information(title): |
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91 out.append({'package': title, 'version': version, }) |
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92 |
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93 return out |
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94 |
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95 def get_additional_repository_information(self, repository_string): |
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96 """ |
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97 Function downloads additional information from quay.io to |
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98 get the tag-field which includes the version number. |
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99 """ |
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100 url = f"{QUAY_API_URL}/{self.organization}/{repository_string}" |
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101 r = requests.get(url, headers={'Accept-encoding': 'gzip'}) |
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102 |
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103 json_decoder = json.JSONDecoder() |
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104 decoded_request = json_decoder.decode(r.text) |
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105 return decoded_request['tags'] |
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106 |
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107 |
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108 class CondaSearch(): |
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109 """ |
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110 Tool to search the bioconda channel |
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111 """ |
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112 |
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113 def __init__(self, channel): |
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114 self.channel = channel |
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115 |
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116 def get_json(self, search_string): |
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117 """ |
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118 Function takes search_string variable and returns results from the bioconda channel in JSON format |
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119 |
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120 """ |
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121 if run_command is None: |
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122 raise Exception("Invalid search destination. " + deps_error_message("conda")) |
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123 raw_out, err, exit_code = run_command( |
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124 'search', '-c', |
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125 self.channel, |
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126 search_string, |
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127 use_exception_handler=True) |
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128 if exit_code != 0: |
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129 logging.info('Search failed with: %s' % err) |
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130 return [] |
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131 return [{'package': n.split()[0], 'version': n.split()[1], 'build': n.split()[2]} for n in raw_out.split('\n')[2:-1]] |
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132 |
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133 |
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134 class GitHubSearch(): |
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135 """ |
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136 Tool to search the GitHub bioconda-recipes repo |
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137 """ |
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138 |
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139 def get_json(self, search_string): |
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140 """ |
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141 Takes search_string variable and return results from the bioconda-recipes github repository in JSON format |
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142 """ |
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143 response = requests.get( |
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144 "https://api.github.com/search/code?q=%s+in:path+repo:bioconda/bioconda-recipes+path:recipes" % search_string).json() |
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145 return response |
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146 |
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147 def process_json(self, json, search_string): |
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148 """ |
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149 Take JSON input and process it, returning the required data |
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150 """ |
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151 json = json['items'][0:10] # get top ten results |
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152 |
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153 results = [] |
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154 |
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155 for result in json: |
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156 results.append({'name': result['name'], 'path': result['path']}) |
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157 return results |
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158 |
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159 def recipe_present(self, search_string): |
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160 """ |
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161 Check if a recipe exists in bioconda-recipes which matches search_string exactly |
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162 """ |
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163 if requests.get("https://api.github.com/repos/bioconda/bioconda-recipes/contents/recipes/%s" % search_string).status_code == 200: |
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164 return True |
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165 else: |
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166 return False |
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167 |
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168 |
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169 def get_package_hash(packages, versions): |
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170 """ |
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171 Take packages and versions (if the latter are given) and returns a hash for each. Also checks github to see if the container is already present. |
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172 """ |
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173 hash_results = {} |
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174 targets = [] |
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175 if versions: |
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176 for p in packages: |
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177 targets.append(build_target(p, version=versions[p])) |
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178 else: # if versions are not given only calculate the package hash |
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179 for p in packages: |
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180 targets.append(build_target(p)) |
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181 # make the hash from the processed targets |
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182 package_hash = v2_image_name(targets) |
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183 hash_results['package_hash'] = package_hash.split(':')[0] |
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184 if versions: |
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185 hash_results['version_hash'] = package_hash.split(':')[1] |
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186 |
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187 r = requests.get("https://quay.io/api/v1/repository/biocontainers/%s" % hash_results['package_hash']) |
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188 if r.status_code == 200: |
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189 hash_results['container_present'] = True |
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190 if versions: # now test if the version hash is listed in the repository tags |
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191 # remove -0, -1, etc from end of the tag |
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192 tags = [n[:-2] for n in r.json()['tags']] |
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193 if hash_results['version_hash'] in tags: |
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194 hash_results['container_present_with_version'] = True |
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195 else: |
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196 hash_results['container_present_with_version'] = False |
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197 else: |
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198 hash_results['container_present'] = False |
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199 return hash_results |
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200 |
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201 |
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202 def singularity_search(search_string): |
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203 """ |
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204 Check if a singularity package is present and return the link. |
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205 """ |
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206 results = [] |
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207 |
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208 containers = get_singularity_containers() |
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209 |
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210 for container in containers: |
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211 if search_string in container: |
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212 name = container.split(':')[0] |
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213 version = container.split(':')[1] |
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214 results.append({'package': name, 'version': version}) |
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215 |
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216 return results |
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217 |
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218 |
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219 def readable_output(json, organization='biocontainers', channel='bioconda'): |
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220 |
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221 # if json is empty: |
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222 if sum([len(json[destination][results]) for destination in json for results in json[destination]]) == 0: |
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223 sys.stdout.write('No results found for that query.\n') |
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224 return |
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225 |
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226 # return results for quay, conda and singularity together |
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227 if sum([len(json[destination][results]) for destination in ['quay', 'conda', 'singularity', ] for results in json.get(destination, [])]) > 0: |
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228 sys.stdout.write("The query returned the following result(s).\n") |
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229 # put quay, conda etc results as lists in lines |
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230 lines = [['LOCATION', 'NAME', 'VERSION', 'COMMAND\n']] |
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231 for search_string, results in json.get('quay', {}).items(): |
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232 for result in results: |
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233 lines.append(['quay', result['package'], result['version'], 'docker pull quay.io/%s/%s:%s\n' % |
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234 (organization, result['package'], result['version'])]) # NOT a real solution |
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235 for search_string, results in json.get('conda', {}).items(): |
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236 for result in results: |
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237 lines.append(['conda', result['package'], '{}--{}'.format(result['version'], result['build']), |
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238 'conda install -c {} {}={}={}\n'.format(channel, result['package'], result['version'], result['build'])]) |
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239 for search_string, results in json.get('singularity', {}).items(): |
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240 for result in results: |
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241 lines.append(['singularity', result['package'], result['version'], |
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242 'wget https://depot.galaxyproject.org/singularity/{}:{}\n'.format(result['package'], result['version'])]) |
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243 |
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244 col_width0, col_width1, col_width2 = (max(len( |
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245 line[n]) for line in lines) + 2 for n in (0, 1, 2)) # def max col widths for the output |
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246 |
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247 # create table |
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248 for line in lines: |
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249 sys.stdout.write("".join((line[0].ljust(col_width0), line[1].ljust( |
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250 col_width1), line[2].ljust(col_width2), line[3]))) # output |
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251 |
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252 if json.get('github_recipe_present', False): |
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253 sys.stdout.write('\n' if 'lines' in locals() else '') |
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254 sys.stdout.write( |
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255 'The following recipes were found in the bioconda-recipes repository which exactly matched one of the search terms:\n') |
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256 lines = [['QUERY', 'LOCATION\n']] |
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257 for recipe in json['github_recipe_present']['recipes']: |
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258 lines.append( |
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259 [recipe, "https://api.github.com/repos/bioconda/bioconda-recipes/contents/recipes/%s\n" % recipe]) |
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260 |
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261 col_width0 = max(len(line[0]) for line in lines) + 2 |
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262 |
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263 for line in lines: |
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264 sys.stdout.write( |
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265 "".join((line[0].ljust(col_width0), line[1]))) # output |
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266 |
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267 if sum([len(json['github'][results]) for results in json.get('github', [])]) > 0: |
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268 sys.stdout.write('\n' if 'lines' in locals() else '') |
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269 sys.stdout.write( |
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270 "Other result(s) on the bioconda-recipes GitHub repository:\n") |
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271 lines = [['QUERY', 'FILE', 'URL\n']] |
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272 for search_string, results in json.get('github', {}).items(): |
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273 for result in results: |
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274 lines.append([search_string, result['name'], |
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275 'https://github.com/bioconda/bioconda-recipes/tree/master/%s\n' % result['path']]) |
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276 |
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277 # def max col widths for the output |
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278 col_width0, col_width1 = ( |
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279 max(len(line[n]) for line in lines) + 2 for n in (0, 1)) |
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280 |
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281 for line in lines: |
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282 sys.stdout.write("".join( |
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283 (line[0].ljust(col_width0), line[1].ljust(col_width1), line[2]))) # output |
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284 |
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285 |
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286 def deps_error_message(package): |
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287 return "Required dependency [%s] is not installed. Run 'pip install galaxy-tool-util[mulled]'." % package |
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288 |
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289 |
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290 def main(argv=None): |
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291 if Schema is None: |
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292 sys.stdout.write(deps_error_message("Whoosh")) |
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293 return |
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294 |
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295 destination_defaults = ['quay', 'singularity', 'github'] |
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296 if run_command is not None: |
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297 destination_defaults.append('conda') |
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298 |
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299 parser = argparse.ArgumentParser( |
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300 description='Searches in a given quay organization for a repository') |
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301 parser.add_argument('-d', '--destination', dest='search_dest', nargs='+', default=destination_defaults, |
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302 help="Choose where to search. Options are 'conda', 'quay', 'singularity' and 'github'. If no option are given, all will be searched.") |
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303 parser.add_argument('-o', '--organization', dest='organization_string', default="biocontainers", |
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304 help='Change quay organization to search; default is biocontainers.') |
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305 parser.add_argument('-c', '--channel', dest='channel_string', default="bioconda", |
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306 help='Change conda channel to search; default is bioconda.') |
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307 parser.add_argument('--non-strict', dest='non_strict', action="store_true", |
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308 help='Autocorrection of typos activated. Lists more results but can be confusing.\ |
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309 For too many queries quay.io blocks the request and the results can be incomplete.') |
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310 parser.add_argument('-j', '--json', dest='json', |
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311 action="store_true", help='Returns results as JSON.') |
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312 parser.add_argument('-s', '--search', required=True, nargs='+', |
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313 help='The name of the tool(s) to search for.') |
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314 |
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315 args = parser.parse_args() |
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316 json_results = {dest: {} for dest in args.search_dest} |
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317 versions = {} |
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318 |
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319 if len(args.search) > 1: # get hash if multiple packages are searched |
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320 args.search.append(get_package_hash( |
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321 args.search, versions)['package_hash']) |
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322 |
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323 if 'conda' in args.search_dest: |
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324 conda_results = {} |
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325 conda = CondaSearch(args.channel_string) |
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326 |
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327 for item in args.search: |
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328 conda_results[item] = conda.get_json(item) |
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329 json_results['conda'] = conda_results |
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330 |
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331 if 'github' in args.search_dest: |
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332 github_results = {} |
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333 github_recipe_present = [] |
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334 github = GitHubSearch() |
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335 |
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336 for item in args.search: |
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337 github_json = github.get_json(item) |
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338 github_results[item] = github.process_json(github_json, item) |
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339 if github.recipe_present(item): |
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340 github_recipe_present.append(item) |
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341 |
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342 json_results['github'] = github_results |
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343 json_results['github_recipe_present'] = { |
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344 'recipes': github_recipe_present} |
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345 |
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346 if 'quay' in args.search_dest: |
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347 quay_results = {} |
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348 quay = QuaySearch(args.organization_string) |
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349 quay.build_index() |
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350 |
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351 for item in args.search: |
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352 quay_results[item] = quay.search_repository(item, args.non_strict) |
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353 |
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354 json_results['quay'] = quay_results |
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355 |
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356 if 'singularity' in args.search_dest: |
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357 singularity_results = {} |
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358 for item in args.search: |
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359 singularity_results[item] = singularity_search(item) |
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360 json_results['singularity'] = singularity_results |
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361 |
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362 if args.json: |
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363 print(json_results) |
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364 else: |
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365 readable_output(json_results, args.organization_string, |
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366 args.channel_string) |
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367 |
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368 |
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369 if __name__ == "__main__": |
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370 main() |