annotate xena_import.py @ 44:da86478b1d64

clean up strange tools that just a url linkout
author jingchunzhu <jingchunzhu@gmail.com>
date Mon, 27 Jul 2015 15:30:10 -0700
parents 1ef1886dae04
children 8da6920a39ac
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1 #!/usr/bin/env python
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2
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3 """
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4 xena_import.py: import a dataset into Xena
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5
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6 Given a cmdline-specified genomic data file and a cmdline-specified Xena
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7 directory, import the genomic data fle into Xena. This requires assembling
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8 the necessary json file, based on cmdline input.
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9 """
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10
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11 import argparse
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12 import json
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13 import os
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14 import re
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15 import shutil
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16 import subprocess
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17 import sys
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18 import traceback
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19 import xena_utils as xena
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20
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21 def updateColNormalization(jsonMetadata):
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22 """Set colNormalization to TRUE if the data is of some expression-related
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23 subtype and if colNormalization has not been set"""
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24 if not jsonMetadata.has_key("colNormalization"):
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25 if jsonMetadata.has_key("dataSubType"):
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26 if re.search("expression", jsonMetadata['dataSubType'],
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27 re.IGNORECASE):
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28 jsonMetadata["colNormalization"] = "true"
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29
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30 def verifyAndImportExistingMetadata(inputJsonPath, outputJsonPath):
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31 """Take an existing JSON file. Read the contents, and check for any
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32 content that might be invalid in the local installation. Delete that
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33 content. Write the rest to the indicated output pathname"""
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34 problemFields = [":probeMap"]
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35 fileContents = open(inputJsonPath).read()
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36 jsonMetadata = json.loads(fileContents)
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37 for thisProblem in problemFields:
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38 if jsonMetadata.has_key(thisProblem):
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39 del jsonMetadata[thisProblem]
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40 updateColNormalization(jsonMetadata)
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41 fp = open(outputJsonPath, "w")
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42 fp.write("%s\n" % json.dumps(jsonMetadata, indent=2))
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43 fp.close()
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44
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46 def main():
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47 parser = argparse.ArgumentParser()
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48 parser.add_argument("genomicDataPath", type=str)
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49 parser.add_argument("outfile", type=str)
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50 parser.add_argument("--json", type=str, default=None)
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51 parser.add_argument("--cohort", type=str)
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52 parser.add_argument("--type", type=str)
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53 parser.add_argument("--dataSubType", type=str, default=None)
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54 parser.add_argument("--label", type=str, default=None)
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55 parser.add_argument("--colNormalization", type=bool, default=False)
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56 parser.add_argument("--probeMap", type=str, default=None)
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57 args = parser.parse_args()
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58
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59 fp2 = open(args.outfile, "w")
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60 fp2.write("Importing data to Xena\n")
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61 xenaFileDir = xena.fileDir()
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62 genomicDataFile = args.genomicDataPath.split("/")[-1]
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63 jsonMetadataTargetPathname = "%s/%s.json" % (xenaFileDir,
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64 genomicDataFile)
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65
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66 if args.probeMap is not None:
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67 probeMapDataFile = args.probeMap.split("/")[-1]
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68 jsonProbeMapMetadataTargetPathname = "%s/%s.json" % (xenaFileDir,
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69 probeMapDataFile)
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71 # The metadata either came as the name of a JSON file or a series of
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72 # command line arguments.
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73 if args.json is not None:
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74 # In this case, the metadata came in the form of a JSON file.
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75 # Verify that the metadata is valid on the current system, which
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76 # might mean altering it. Import the stuff that will validate.
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77 verifyAndImportExistingMetadata(args.json, jsonMetadataTargetPathname)
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78 else:
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79 # In this case, the metadata came in the form of a series of
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80 # command line arguments. Assemble them into JSON format,
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81 # and write a JSON file into the Xena file directory.
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82 metadata = { 'cohort': args.cohort, 'type': args.type }
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83 if args.dataSubType is not None:
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84 metadata['dataSubType'] = args.dataSubType
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85 if args.label is not None:
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86 metadata['label'] = args.label
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87 if args.colNormalization:
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88 metadata['colNormalization'] = "true"
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89 else:
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90 updateColNormalization(metadata)
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91 if args.probeMap is not None:
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92 metadata[':probeMap'] = probeMapDataFile
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93
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94 jsonMetadata = json.dumps(metadata, indent=2)
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95 fp = open(jsonMetadataTargetPathname, "w")
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96 fp.write("%s\n" % (jsonMetadata))
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97 fp.close()
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98
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99 if args.probeMap is not None:
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100 probeMapMetadata={"type":"probeMap"}
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101 jsonProbeMapMetadata = json.dumps(probeMapMetadata, indent=2)
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102 jsonProbeMapMetadataTargetPathname = "%s/%s.json" % (xenaFileDir,
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103 probeMapDataFile)
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104 fp = open(jsonProbeMapMetadataTargetPathname, "w")
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105 fp.write("%s\n" % ( jsonProbeMapMetadata))
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106 fp.close()
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107
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108 # Finally, copy the genomic data into the Xena directory
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109 shutil.copy(args.genomicDataPath, xenaFileDir)
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110 if args.probeMap is not None:
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111 shutil.copy(args.probeMap, xenaFileDir)
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112
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113 # Set up the xena load comamnd and try to execute it. If an exception
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114 # is generated, output a traceback and exit with nonzero status. If
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115 # no exception was generated, indicate a successful import and exit
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116 # with zero status.
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117 xenaLoadCmd = "java -jar %s -l --force %s/%s -p %s" % (xena.jarPath(),
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118 xenaFileDir,
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119 genomicDataFile,
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120 xena.port())
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121 if args.label is not None:
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122 name = args.label
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123 else:
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124 name = genomicDataFile
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125 loadInToXena (xenaLoadCmd, name, fp2)
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126
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127 if args.probeMap is not None:
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128 xenaLoadCmd = "java -jar %s -l --force %s/%s -p %s" % (xena.jarPath(),
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129 xenaFileDir,
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130 probeMapDataFile,
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131 xena.port())
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132 loadInToXena (xenaLoadCmd, "id to gene mapping file for %s" % (name), fp2)
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133 fp2.close()
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134
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135 def loadInToXena (xenaLoadCmd, name, fp2):
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136 print xenaLoadCmd
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137 try:
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138 subprocess.call(xenaLoadCmd, shell=True)
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139 except:
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140 exc_type, exc_value, exc_traceback = sys.exc_info()
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141 lines = traceback.format_exception(exc_type, exc_value, exc_traceback)
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142 allLines = ''.join('!! ' + line for line in lines)
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143 fp2.write("Unsuccessful: Import %s\n" % (name))
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144 fp2.write("Unsuccessful: error %s\n" % allLines)
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145 else:
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146 fp2.write( "Importing %s is successful\n" % (name))
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148 if __name__ == "__main__":
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149 main()