Mercurial > repos > guerler > springsuite
annotate planemo/lib/python3.7/site-packages/prov/model.py @ 1:56ad4e20f292 draft
"planemo upload commit 6eee67778febed82ddd413c3ca40b3183a3898f1"
author | guerler |
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date | Fri, 31 Jul 2020 00:32:28 -0400 |
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1 """Python implementation of the W3C Provenance Data Model (PROV-DM), including |
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2 support for PROV-JSON import/export |
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3 |
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4 References: |
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5 |
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6 PROV-DM: http://www.w3.org/TR/prov-dm/ |
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7 PROV-JSON: https://provenance.ecs.soton.ac.uk/prov-json/ |
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8 """ |
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9 from __future__ import (absolute_import, division, print_function, |
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10 unicode_literals) |
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11 |
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12 from collections import defaultdict |
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13 from copy import deepcopy |
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14 import datetime |
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15 import io |
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16 import itertools |
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17 import logging |
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18 import os |
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19 import shutil |
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20 import tempfile |
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21 |
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22 import dateutil.parser |
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23 from prov import Error, serializers |
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24 from prov.constants import * |
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25 from prov.identifier import Identifier, QualifiedName, Namespace |
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26 from six.moves.urllib.parse import urlparse |
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27 |
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28 |
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29 __author__ = 'Trung Dong Huynh' |
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30 __email__ = 'trungdong@donggiang.com' |
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31 |
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32 |
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33 logger = logging.getLogger(__name__) |
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34 |
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35 |
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36 # Data Types |
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37 def _ensure_datetime(value): |
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38 if isinstance(value, six.string_types): |
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39 return dateutil.parser.parse(value) |
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40 else: |
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41 return value |
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42 |
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43 |
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44 def parse_xsd_datetime(value): |
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45 try: |
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46 return dateutil.parser.parse(value) |
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47 except ValueError: |
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48 pass |
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49 return None |
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50 |
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51 |
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52 def parse_boolean(value): |
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53 if value.lower() in ("false", "0"): |
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54 return False |
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55 elif value.lower() in ("true", "1"): |
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56 return True |
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57 else: |
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58 return None |
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59 |
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60 DATATYPE_PARSERS = { |
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61 datetime.datetime: parse_xsd_datetime, |
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62 } |
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63 |
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64 |
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65 # Mappings for XSD datatypes to Python standard types |
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66 XSD_DATATYPE_PARSERS = { |
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67 XSD_STRING: six.text_type, |
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68 XSD_DOUBLE: float, |
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69 # long on Python 2, int on Python 3 |
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70 XSD_LONG: six.integer_types[-1], |
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71 XSD_INT: int, |
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72 XSD_BOOLEAN: parse_boolean, |
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73 XSD_DATETIME: parse_xsd_datetime, |
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74 XSD_ANYURI: Identifier |
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75 } |
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76 |
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77 |
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78 def parse_xsd_types(value, datatype): |
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79 return ( |
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80 XSD_DATATYPE_PARSERS[datatype](value) |
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81 if datatype in XSD_DATATYPE_PARSERS else None |
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82 ) |
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83 |
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84 |
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85 def first(a_set): |
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86 return next(iter(a_set), None) |
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87 |
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88 |
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89 def _ensure_multiline_string_triple_quoted(value): |
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90 # converting the value to a string |
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91 s = six.text_type(value) |
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92 # Escaping any double quote |
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93 s = s.replace('"', '\\"') |
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94 if '\n' in s: |
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95 return '"""%s"""' % s |
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96 else: |
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97 return '"%s"' % s |
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98 |
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99 |
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100 def encoding_provn_value(value): |
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101 if isinstance(value, six.string_types): |
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102 return _ensure_multiline_string_triple_quoted(value) |
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103 elif isinstance(value, datetime.datetime): |
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104 return u'"{0}" %% xsd:dateTime'.format(value.isoformat()) |
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105 elif isinstance(value, float): |
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106 return u'"%g" %%%% xsd:float' % value |
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107 elif isinstance(value, bool): |
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108 return u'"%i" %%%% xsd:boolean' % value |
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109 else: |
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110 # TODO: QName export |
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111 return six.text_type(value) |
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112 |
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113 |
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114 @six.python_2_unicode_compatible |
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115 class Literal(object): |
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116 def __init__(self, value, datatype=None, langtag=None): |
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117 self._value = six.text_type(value) # value is always a string |
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118 if langtag: |
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119 if datatype is None: |
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120 logger.debug( |
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121 'Assuming prov:InternationalizedString as the type of ' |
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122 '"%s"@%s' % (value, langtag) |
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123 ) |
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124 datatype = PROV["InternationalizedString"] |
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125 # PROV JSON states that the type field must not be set when |
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126 # using the lang attribute and PROV XML requires it to be an |
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127 # internationalized string. |
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128 elif datatype != PROV["InternationalizedString"]: |
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129 logger.warn( |
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130 'Invalid data type (%s) for "%s"@%s, overridden as ' |
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131 'prov:InternationalizedString.' % |
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132 (datatype, value, langtag) |
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133 ) |
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134 datatype = PROV["InternationalizedString"] |
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135 self._datatype = datatype |
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136 # langtag is always a string |
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137 self._langtag = six.text_type(langtag) if langtag is not None else None |
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138 |
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139 def __str__(self): |
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140 return self.provn_representation() |
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141 |
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142 def __repr__(self): |
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143 return u'<Literal: %s>' % self.provn_representation() |
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144 |
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145 def __eq__(self, other): |
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146 return ( |
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147 (self._value == other.value and |
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148 self._datatype == other.datatype and |
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149 self._langtag == other.langtag) |
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150 if isinstance(other, Literal) else False |
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151 ) |
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152 |
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153 def __ne__(self, other): |
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154 return not (self == other) |
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155 |
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156 def __hash__(self): |
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157 return hash((self._value, self._datatype, self._langtag)) |
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158 |
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159 @property |
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160 def value(self): |
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161 return self._value |
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162 |
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163 @property |
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164 def datatype(self): |
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165 return self._datatype |
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166 |
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167 @property |
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168 def langtag(self): |
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169 return self._langtag |
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170 |
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171 def has_no_langtag(self): |
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172 return self._langtag is None |
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173 |
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174 def provn_representation(self): |
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175 if self._langtag: |
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176 # a language tag can only go with prov:InternationalizedString |
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177 return '%s@%s' % ( |
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178 _ensure_multiline_string_triple_quoted(self._value), |
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179 six.text_type(self._langtag) |
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180 ) |
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181 else: |
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182 return '%s %%%% %s' % ( |
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183 _ensure_multiline_string_triple_quoted(self._value), |
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184 six.text_type(self._datatype) |
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185 ) |
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186 |
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187 |
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188 # Exceptions and warnings |
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189 class ProvException(Error): |
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190 """Base class for PROV model exceptions.""" |
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191 pass |
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192 |
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193 |
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194 class ProvWarning(Warning): |
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195 """Base class for PROV model warnings.""" |
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196 pass |
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197 |
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198 |
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199 @six.python_2_unicode_compatible |
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200 class ProvExceptionInvalidQualifiedName(ProvException): |
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201 """Exception for an invalid qualified identifier name.""" |
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202 |
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203 qname = None |
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204 """Intended qualified name.""" |
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205 |
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206 def __init__(self, qname): |
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207 """ |
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208 Constructor. |
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209 |
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210 :param qname: Invalid qualified name. |
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211 """ |
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212 self.qname = qname |
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213 |
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214 def __str__(self): |
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215 return u'Invalid Qualified Name: %s' % self.qname |
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216 |
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217 |
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218 @six.python_2_unicode_compatible |
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219 class ProvElementIdentifierRequired(ProvException): |
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220 """Exception for a missing element identifier.""" |
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221 |
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222 def __str__(self): |
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223 return u'An identifier is missing. All PROV elements require a valid ' \ |
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224 u'identifier.' |
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225 |
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226 |
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227 # PROV records |
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228 @six.python_2_unicode_compatible |
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229 class ProvRecord(object): |
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230 """Base class for PROV records.""" |
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231 |
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232 FORMAL_ATTRIBUTES = () |
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233 |
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234 _prov_type = None |
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235 """PROV type of record.""" |
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236 |
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237 def __init__(self, bundle, identifier, attributes=None): |
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238 """ |
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239 Constructor. |
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240 |
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241 :param bundle: Bundle for the PROV record. |
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242 :param identifier: (Unique) identifier of the record. |
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243 :param attributes: Attributes to associate with the record (default: None). |
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244 """ |
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245 self._bundle = bundle |
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246 self._identifier = identifier |
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247 self._attributes = defaultdict(set) |
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248 if attributes: |
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249 self.add_attributes(attributes) |
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250 |
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251 def __hash__(self): |
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252 return hash( |
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253 (self.get_type(), self._identifier, frozenset(self.attributes)) |
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254 ) |
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255 |
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256 def copy(self): |
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257 """ |
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258 Return an exact copy of this record. |
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259 """ |
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260 return PROV_REC_CLS[self.get_type()]( |
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261 self._bundle, self.identifier, self.attributes |
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262 ) |
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263 |
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264 def get_type(self): |
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265 """Returns the PROV type of the record.""" |
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266 return self._prov_type |
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267 |
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268 def get_asserted_types(self): |
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269 """Returns the set of all asserted PROV types of this record.""" |
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270 return self._attributes[PROV_TYPE] |
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271 |
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272 def add_asserted_type(self, type_identifier): |
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273 """ |
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274 Adds a PROV type assertion to the record. |
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275 |
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276 :param type_identifier: PROV namespace identifier to add. |
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277 """ |
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278 self._attributes[PROV_TYPE].add(type_identifier) |
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279 |
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280 def get_attribute(self, attr_name): |
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281 """ |
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282 Returns the attribute of the given name. |
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283 |
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284 :param attr_name: Name of the attribute. |
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285 :return: Tuple (name, value) |
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286 """ |
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287 attr_name = self._bundle.valid_qualified_name(attr_name) |
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288 return self._attributes[attr_name] |
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289 |
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290 @property |
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291 def identifier(self): |
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292 """Record's identifier.""" |
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293 return self._identifier |
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294 |
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295 @property |
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296 def attributes(self): |
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297 """ |
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298 All record attributes. |
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299 |
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300 :return: List of tuples (name, value) |
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301 """ |
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302 return [ |
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303 (attr_name, value) |
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304 for attr_name, values in self._attributes.items() |
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305 for value in values |
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306 ] |
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307 |
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308 @property |
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309 def args(self): |
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310 """ |
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311 All values of the record's formal attributes. |
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312 |
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313 :return: Tuple |
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314 """ |
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315 return tuple( |
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316 first(self._attributes[attr_name]) |
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317 for attr_name in self.FORMAL_ATTRIBUTES |
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318 ) |
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319 |
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320 @property |
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321 def formal_attributes(self): |
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322 """ |
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323 All names and values of the record's formal attributes. |
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324 |
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325 :return: Tuple of tuples (name, value) |
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326 """ |
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327 return tuple( |
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328 (attr_name, first(self._attributes[attr_name])) |
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329 for attr_name in self.FORMAL_ATTRIBUTES |
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330 ) |
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331 |
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332 @property |
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333 def extra_attributes(self): |
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334 """ |
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335 All names and values of the record's attributes that are not formal |
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336 attributes. |
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337 |
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338 :return: Tuple of tuples (name, value) |
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339 """ |
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340 return [ |
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341 (attr_name, attr_value) for attr_name, attr_value in self.attributes |
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342 if attr_name not in self.FORMAL_ATTRIBUTES |
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343 ] |
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344 |
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345 @property |
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346 def bundle(self): |
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347 """ |
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348 Bundle of the record. |
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349 |
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350 :return: :py:class:`ProvBundle` |
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351 """ |
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352 return self._bundle |
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353 |
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354 @property |
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355 def label(self): |
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356 """Identifying label of the record.""" |
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357 return first(self._attributes[PROV_LABEL]) \ |
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358 if self._attributes[PROV_LABEL] else self._identifier |
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359 |
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360 @property |
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361 def value(self): |
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362 """Value of the record.""" |
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363 return self._attributes[PROV_VALUE] |
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364 |
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365 # Handling attributes |
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366 def _auto_literal_conversion(self, literal): |
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367 # This method normalise datatype for literals |
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368 |
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369 if isinstance(literal, ProvRecord): |
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370 # Use the QName of the record as the literal |
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371 literal = literal.identifier |
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372 |
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373 if isinstance(literal, str): |
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374 return six.text_type(literal) |
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375 elif isinstance(literal, QualifiedName): |
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376 return self._bundle.valid_qualified_name(literal) |
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377 elif isinstance(literal, Literal) and literal.has_no_langtag(): |
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378 if literal.datatype: |
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379 # try convert generic Literal object to Python standard type |
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380 # this is to match JSON decoding's literal conversion |
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381 value = parse_xsd_types(literal.value, literal.datatype) |
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382 else: |
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383 # A literal with no datatype nor langtag defined |
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384 # try auto-converting the value |
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385 value = self._auto_literal_conversion(literal.value) |
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386 if value is not None: |
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387 return value |
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388 |
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389 # No conversion possible, return the original value |
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390 return literal |
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391 |
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392 def add_attributes(self, attributes): |
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393 """ |
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394 Add attributes to the record. |
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395 |
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396 :param attributes: Dictionary of attributes, with keys being qualified |
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397 identifiers. Alternatively an iterable of tuples (key, value) with the |
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398 keys satisfying the same condition. |
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399 """ |
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400 if attributes: |
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401 if isinstance(attributes, dict): |
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402 # Converting the dictionary into a list of tuples |
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403 # (i.e. attribute-value pairs) |
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404 attributes = attributes.items() |
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405 |
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406 # Check if one of the attributes specifies that the current type |
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407 # is a collection. In that case multiple attributes of the same |
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408 # type are allowed. |
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409 if PROV_ATTR_COLLECTION in [_i[0] for _i in attributes]: |
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410 is_collection = True |
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411 else: |
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412 is_collection = False |
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413 |
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414 for attr_name, original_value in attributes: |
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415 if original_value is None: |
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416 continue |
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417 |
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418 # make sure the attribute name is valid |
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419 attr = self._bundle.valid_qualified_name(attr_name) |
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420 if attr is None: |
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421 raise ProvExceptionInvalidQualifiedName(attr_name) |
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422 |
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423 if attr in PROV_ATTRIBUTE_QNAMES: |
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424 # Expecting a qualified name |
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425 qname = original_value.identifier \ |
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426 if isinstance(original_value, ProvRecord) \ |
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427 else original_value |
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428 value = self._bundle.valid_qualified_name(qname) |
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429 elif attr in PROV_ATTRIBUTE_LITERALS: |
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430 value = original_value \ |
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431 if isinstance(original_value, datetime.datetime) \ |
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432 else parse_xsd_datetime(original_value) |
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433 else: |
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434 value = self._auto_literal_conversion(original_value) |
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435 |
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436 if value is None: |
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437 raise ProvException( |
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438 'Invalid value for attribute %s: %s' % |
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439 (attr, original_value) |
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440 ) |
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441 |
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442 if not is_collection and attr in PROV_ATTRIBUTES and \ |
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443 self._attributes[attr]: |
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444 existing_value = first(self._attributes[attr]) |
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445 is_not_same_value = True |
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446 try: |
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447 is_not_same_value = value != existing_value |
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448 except TypeError: |
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449 # Cannot compare them |
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450 pass # consider them different values |
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451 |
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452 if is_not_same_value: |
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453 raise ProvException( |
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454 'Cannot have more than one value for attribute %s' |
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455 % attr |
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456 ) |
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457 else: |
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458 # Same value, ignore it |
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459 continue |
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460 |
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461 self._attributes[attr].add(value) |
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462 |
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463 def __eq__(self, other): |
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464 if self.get_type() != other.get_type(): |
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465 return False |
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466 if self._identifier and not (self._identifier == other._identifier): |
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467 return False |
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468 |
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469 return set(self.attributes) == set(other.attributes) |
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470 |
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471 def __str__(self): |
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472 return self.get_provn() |
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473 |
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474 def get_provn(self): |
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475 """ |
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476 Returns the PROV-N representation of the record. |
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477 |
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478 :return: String |
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479 """ |
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480 items = [] |
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481 |
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482 # Generating identifier |
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483 relation_id = '' # default blank |
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484 if self._identifier: |
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485 identifier = six.text_type(self._identifier) # TODO: QName export |
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486 if self.is_element(): |
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487 items.append(identifier) |
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488 else: |
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489 # this is a relation |
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490 # relations use ; to separate identifiers |
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491 relation_id = identifier + '; ' |
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492 |
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493 # Writing out the formal attributes |
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494 for attr in self.FORMAL_ATTRIBUTES: |
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495 if attr in self._attributes and self._attributes[attr]: |
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496 # Formal attributes always have single values |
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497 value = first(self._attributes[attr]) |
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498 # TODO: QName export |
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499 items.append( |
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500 value.isoformat() if isinstance(value, datetime.datetime) |
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501 else six.text_type(value) |
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502 ) |
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503 else: |
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504 items.append('-') |
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505 |
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506 # Writing out the remaining attributes |
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507 extra = [] |
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508 for attr in self._attributes: |
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509 if attr not in self.FORMAL_ATTRIBUTES: |
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510 for value in self._attributes[attr]: |
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511 try: |
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512 # try if there is a prov-n representation defined |
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513 provn_represenation = value.provn_representation() |
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514 except AttributeError: |
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515 provn_represenation = encoding_provn_value(value) |
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516 # TODO: QName export |
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517 extra.append( |
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518 '%s=%s' % (six.text_type(attr), provn_represenation) |
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519 ) |
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520 |
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521 if extra: |
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522 items.append('[%s]' % ', '.join(extra)) |
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523 prov_n = '%s(%s%s)' % ( |
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524 PROV_N_MAP[self.get_type()], relation_id, ', '.join(items) |
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525 ) |
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526 return prov_n |
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527 |
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528 def is_element(self): |
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529 """ |
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530 True, if the record is an element, False otherwise. |
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531 |
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532 :return: bool |
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533 """ |
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534 return False |
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535 |
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536 def is_relation(self): |
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537 """ |
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538 True, if the record is a relation, False otherwise. |
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539 |
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540 :return: bool |
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541 """ |
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542 return False |
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543 |
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544 |
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545 # Abstract classes for elements and relations |
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546 class ProvElement(ProvRecord): |
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547 """Provenance Element (nodes in the provenance graph).""" |
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548 |
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549 def __init__(self, bundle, identifier, attributes=None): |
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550 if identifier is None: |
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551 # All types of PROV elements require a valid identifier |
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552 raise ProvElementIdentifierRequired() |
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553 |
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554 super(ProvElement, self).__init__(bundle, identifier, attributes) |
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555 |
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556 def is_element(self): |
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557 """ |
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558 True, if the record is an element, False otherwise. |
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559 |
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560 :return: bool |
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561 """ |
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562 return True |
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563 |
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564 def __repr__(self): |
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565 return '<%s: %s>' % (self.__class__.__name__, self._identifier) |
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566 |
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567 |
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568 class ProvRelation(ProvRecord): |
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569 """Provenance Relationship (edge between nodes).""" |
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570 |
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571 def is_relation(self): |
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572 """ |
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573 True, if the record is a relation, False otherwise. |
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574 |
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575 :return: bool |
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576 """ |
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577 return True |
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578 |
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579 def __repr__(self): |
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580 identifier = ' %s' % self._identifier if self._identifier else '' |
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581 element_1, element_2 = [ |
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582 qname for _, qname in self.formal_attributes[:2] |
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583 ] |
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584 return '<%s:%s (%s, %s)>' % ( |
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585 self.__class__.__name__, identifier, element_1, element_2 |
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586 ) |
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587 |
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588 |
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589 # Component 1: Entities and Activities |
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590 class ProvEntity(ProvElement): |
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591 """Provenance Entity element""" |
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592 |
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593 _prov_type = PROV_ENTITY |
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594 |
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595 # Convenient assertions that take the current ProvEntity as the first |
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596 # (formal) argument |
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597 def wasGeneratedBy(self, activity, time=None, attributes=None): |
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598 """ |
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599 Creates a new generation record to this entity. |
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600 |
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601 :param activity: Activity or string identifier of the activity involved in |
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602 the generation (default: None). |
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603 :param time: Optional time for the generation (default: None). |
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604 Either a :py:class:`datetime.datetime` object or a string that can be |
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605 parsed by :py:func:`dateutil.parser`. |
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606 :param attributes: Optional other attributes as a dictionary or list |
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607 of tuples to be added to the record optionally (default: None). |
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608 """ |
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609 self._bundle.generation( |
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610 self, activity, time, other_attributes=attributes |
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611 ) |
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612 return self |
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613 |
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614 def wasInvalidatedBy(self, activity, time=None, attributes=None): |
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615 """ |
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616 Creates a new invalidation record for this entity. |
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617 |
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618 :param activity: Activity or string identifier of the activity involved in |
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619 the invalidation (default: None). |
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620 :param time: Optional time for the invalidation (default: None). |
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621 Either a :py:class:`datetime.datetime` object or a string that can be |
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622 parsed by :py:func:`dateutil.parser`. |
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623 :param attributes: Optional other attributes as a dictionary or list |
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624 of tuples to be added to the record optionally (default: None). |
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625 """ |
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626 self._bundle.invalidation( |
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627 self, activity, time, other_attributes=attributes |
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628 ) |
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629 return self |
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630 |
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631 def wasDerivedFrom(self, usedEntity, activity=None, generation=None, |
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632 usage=None, attributes=None): |
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633 """ |
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634 Creates a new derivation record for this entity from a used entity. |
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635 |
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636 :param usedEntity: Entity or a string identifier for the used entity. |
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637 :param activity: Activity or string identifier of the activity involved in |
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638 the derivation (default: None). |
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639 :param generation: Optionally extra activity to state qualified derivation |
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640 through an internal generation (default: None). |
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641 :param usage: Optionally extra entity to state qualified derivation through |
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642 an internal usage (default: None). |
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643 :param attributes: Optional other attributes as a dictionary or list |
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644 of tuples to be added to the record optionally (default: None). |
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645 """ |
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646 self._bundle.derivation( |
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647 self, usedEntity, activity, generation, usage, |
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648 other_attributes=attributes |
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649 ) |
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650 return self |
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651 |
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652 def wasAttributedTo(self, agent, attributes=None): |
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653 """ |
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654 Creates a new attribution record between this entity and an agent. |
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655 |
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656 :param agent: Agent or string identifier of the agent involved in the |
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657 attribution. |
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658 :param attributes: Optional other attributes as a dictionary or list |
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659 of tuples to be added to the record optionally (default: None). |
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660 """ |
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661 self._bundle.attribution(self, agent, other_attributes=attributes) |
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662 return self |
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663 |
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664 def alternateOf(self, alternate2): |
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665 """ |
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666 Creates a new alternate record between this and another entity. |
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667 |
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668 :param alternate2: Entity or a string identifier for the second entity. |
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669 """ |
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670 self._bundle.alternate(self, alternate2) |
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671 return self |
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672 |
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673 def specializationOf(self, generalEntity): |
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674 """ |
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675 Creates a new specialisation record for this from a general entity. |
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676 |
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677 :param generalEntity: Entity or a string identifier for the general entity. |
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678 """ |
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679 self._bundle.specialization(self, generalEntity) |
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680 return self |
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681 |
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682 def hadMember(self, entity): |
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683 """ |
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684 Creates a new membership record to an entity for a collection. |
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685 |
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686 :param entity: Entity to be added to the collection. |
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687 """ |
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688 self._bundle.membership(self, entity) |
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689 return self |
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690 |
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691 |
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692 class ProvActivity(ProvElement): |
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693 """Provenance Activity element.""" |
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694 |
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695 FORMAL_ATTRIBUTES = (PROV_ATTR_STARTTIME, PROV_ATTR_ENDTIME) |
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696 |
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697 _prov_type = PROV_ACTIVITY |
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698 |
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699 # Convenient methods |
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700 def set_time(self, startTime=None, endTime=None): |
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701 """ |
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702 Sets the time this activity took place. |
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703 |
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704 :param startTime: Start time for the activity. |
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705 Either a :py:class:`datetime.datetime` object or a string that can be |
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706 parsed by :py:func:`dateutil.parser`. |
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707 :param endTime: Start time for the activity. |
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708 Either a :py:class:`datetime.datetime` object or a string that can be |
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709 parsed by :py:func:`dateutil.parser`. |
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710 """ |
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711 if startTime is not None: |
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712 self._attributes[PROV_ATTR_STARTTIME] = {startTime} |
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713 if endTime is not None: |
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714 self._attributes[PROV_ATTR_ENDTIME] = {endTime} |
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715 |
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716 def get_startTime(self): |
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717 """ |
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718 Returns the time the activity started. |
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719 |
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720 :return: :py:class:`datetime.datetime` |
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721 """ |
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722 values = self._attributes[PROV_ATTR_STARTTIME] |
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723 return first(values) if values else None |
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724 |
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725 def get_endTime(self): |
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726 """ |
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727 Returns the time the activity ended. |
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728 |
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729 :return: :py:class:`datetime.datetime` |
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730 """ |
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731 values = self._attributes[PROV_ATTR_ENDTIME] |
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732 return first(values) if values else None |
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733 |
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734 # Convenient assertions that take the current ProvActivity as the first |
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735 # (formal) argument |
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736 def used(self, entity, time=None, attributes=None): |
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737 """ |
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738 Creates a new usage record for this activity. |
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739 |
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740 :param entity: Entity or string identifier of the entity involved in |
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741 the usage relationship (default: None). |
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742 :param time: Optional time for the usage (default: None). |
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743 Either a :py:class:`datetime.datetime` object or a string that can be |
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744 parsed by :py:func:`dateutil.parser`. |
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745 :param attributes: Optional other attributes as a dictionary or list |
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746 of tuples to be added to the record optionally (default: None). |
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747 """ |
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748 self._bundle.usage(self, entity, time, other_attributes=attributes) |
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749 return self |
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750 |
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751 def wasInformedBy(self, informant, attributes=None): |
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752 """ |
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753 Creates a new communication record for this activity. |
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754 |
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755 :param informant: The informing activity (relationship source). |
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756 :param attributes: Optional other attributes as a dictionary or list |
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757 of tuples to be added to the record optionally (default: None). |
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758 """ |
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759 self._bundle.communication( |
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760 self, informant, other_attributes=attributes |
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761 ) |
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762 return self |
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763 |
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764 def wasStartedBy(self, trigger, starter=None, time=None, attributes=None): |
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765 """ |
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766 Creates a new start record for this activity. The activity did not exist |
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767 before the start by the trigger. |
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768 |
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769 :param trigger: Entity triggering the start of this activity. |
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770 :param starter: Optionally extra activity to state a qualified start |
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771 through which the trigger entity for the start is generated |
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772 (default: None). |
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773 :param time: Optional time for the start (default: None). |
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774 Either a :py:class:`datetime.datetime` object or a string that can be |
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775 parsed by :py:func:`dateutil.parser`. |
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776 :param attributes: Optional other attributes as a dictionary or list |
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777 of tuples to be added to the record optionally (default: None). |
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778 """ |
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779 self._bundle.start( |
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780 self, trigger, starter, time, other_attributes=attributes |
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781 ) |
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782 return self |
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783 |
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784 def wasEndedBy(self, trigger, ender=None, time=None, attributes=None): |
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785 """ |
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786 Creates a new end record for this activity. |
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787 |
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788 :param trigger: Entity triggering the end of this activity. |
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789 :param ender: Optionally extra activity to state a qualified end through |
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790 which the trigger entity for the end is generated (default: None). |
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791 :param time: Optional time for the end (default: None). |
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792 Either a :py:class:`datetime.datetime` object or a string that can be |
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793 parsed by :py:func:`dateutil.parser`. |
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794 :param attributes: Optional other attributes as a dictionary or list |
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795 of tuples to be added to the record optionally (default: None). |
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796 """ |
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797 self._bundle.end( |
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798 self, trigger, ender, time, other_attributes=attributes |
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799 ) |
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800 return self |
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801 |
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802 def wasAssociatedWith(self, agent, plan=None, attributes=None): |
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803 """ |
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804 Creates a new association record for this activity. |
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805 |
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806 :param agent: Agent or string identifier of the agent involved in the |
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807 association (default: None). |
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808 :param plan: Optionally extra entity to state qualified association through |
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809 an internal plan (default: None). |
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810 :param attributes: Optional other attributes as a dictionary or list |
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811 of tuples to be added to the record optionally (default: None). |
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812 """ |
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813 self._bundle.association( |
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814 self, agent, plan, other_attributes=attributes |
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815 ) |
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816 return self |
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817 |
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818 |
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819 class ProvGeneration(ProvRelation): |
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820 """Provenance Generation relationship.""" |
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821 |
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822 FORMAL_ATTRIBUTES = (PROV_ATTR_ENTITY, PROV_ATTR_ACTIVITY, PROV_ATTR_TIME) |
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823 |
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824 _prov_type = PROV_GENERATION |
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825 |
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826 |
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827 class ProvUsage(ProvRelation): |
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828 """Provenance Usage relationship.""" |
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829 |
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830 FORMAL_ATTRIBUTES = (PROV_ATTR_ACTIVITY, PROV_ATTR_ENTITY, PROV_ATTR_TIME) |
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831 |
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832 _prov_type = PROV_USAGE |
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833 |
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834 |
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835 class ProvCommunication(ProvRelation): |
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836 """Provenance Communication relationship.""" |
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837 |
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838 FORMAL_ATTRIBUTES = (PROV_ATTR_INFORMED, PROV_ATTR_INFORMANT) |
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839 |
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840 _prov_type = PROV_COMMUNICATION |
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841 |
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842 |
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843 class ProvStart(ProvRelation): |
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844 """Provenance Start relationship.""" |
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845 |
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846 FORMAL_ATTRIBUTES = (PROV_ATTR_ACTIVITY, PROV_ATTR_TRIGGER, |
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847 PROV_ATTR_STARTER, PROV_ATTR_TIME) |
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848 |
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849 _prov_type = PROV_START |
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850 |
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851 |
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852 class ProvEnd(ProvRelation): |
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853 """Provenance End relationship.""" |
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854 |
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855 FORMAL_ATTRIBUTES = (PROV_ATTR_ACTIVITY, PROV_ATTR_TRIGGER, |
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856 PROV_ATTR_ENDER, PROV_ATTR_TIME) |
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857 |
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858 _prov_type = PROV_END |
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859 |
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860 |
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861 class ProvInvalidation(ProvRelation): |
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862 """Provenance Invalidation relationship.""" |
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863 |
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864 FORMAL_ATTRIBUTES = (PROV_ATTR_ENTITY, PROV_ATTR_ACTIVITY, PROV_ATTR_TIME) |
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865 |
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866 _prov_type = PROV_INVALIDATION |
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867 |
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868 |
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869 # Component 2: Derivations |
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870 class ProvDerivation(ProvRelation): |
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871 """Provenance Derivation relationship.""" |
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872 |
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873 FORMAL_ATTRIBUTES = (PROV_ATTR_GENERATED_ENTITY, PROV_ATTR_USED_ENTITY, |
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874 PROV_ATTR_ACTIVITY, PROV_ATTR_GENERATION, |
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875 PROV_ATTR_USAGE) |
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876 |
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877 _prov_type = PROV_DERIVATION |
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878 |
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879 |
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880 # Component 3: Agents, Responsibility, and Influence |
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881 class ProvAgent(ProvElement): |
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882 """Provenance Agent element.""" |
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883 |
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884 _prov_type = PROV_AGENT |
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885 |
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886 # Convenient assertions that take the current ProvAgent as the first |
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887 # (formal) argument |
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888 def actedOnBehalfOf(self, responsible, activity=None, attributes=None): |
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889 """ |
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890 Creates a new delegation record on behalf of this agent. |
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891 |
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892 :param responsible: Agent the responsibility is delegated to. |
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893 :param activity: Optionally extra activity to state qualified delegation |
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894 internally (default: None). |
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895 :param attributes: Optional other attributes as a dictionary or list |
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896 of tuples to be added to the record optionally (default: None). |
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897 """ |
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898 self._bundle.delegation( |
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899 self, responsible, activity, other_attributes=attributes |
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900 ) |
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901 return self |
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902 |
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903 |
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904 class ProvAttribution(ProvRelation): |
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905 """Provenance Attribution relationship.""" |
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906 |
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907 FORMAL_ATTRIBUTES = (PROV_ATTR_ENTITY, PROV_ATTR_AGENT) |
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908 |
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909 _prov_type = PROV_ATTRIBUTION |
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910 |
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911 |
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912 class ProvAssociation(ProvRelation): |
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913 """Provenance Association relationship.""" |
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914 |
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915 FORMAL_ATTRIBUTES = (PROV_ATTR_ACTIVITY, PROV_ATTR_AGENT, PROV_ATTR_PLAN) |
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916 |
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917 _prov_type = PROV_ASSOCIATION |
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918 |
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919 |
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920 class ProvDelegation(ProvRelation): |
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921 """Provenance Delegation relationship.""" |
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922 |
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923 FORMAL_ATTRIBUTES = (PROV_ATTR_DELEGATE, PROV_ATTR_RESPONSIBLE, |
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924 PROV_ATTR_ACTIVITY) |
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925 |
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926 _prov_type = PROV_DELEGATION |
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927 |
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928 |
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929 class ProvInfluence(ProvRelation): |
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930 """Provenance Influence relationship.""" |
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931 |
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932 FORMAL_ATTRIBUTES = (PROV_ATTR_INFLUENCEE, PROV_ATTR_INFLUENCER) |
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933 |
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934 _prov_type = PROV_INFLUENCE |
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935 |
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936 |
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937 # Component 5: Alternate Entities |
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938 class ProvSpecialization(ProvRelation): |
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939 """Provenance Specialization relationship.""" |
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940 |
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941 FORMAL_ATTRIBUTES = (PROV_ATTR_SPECIFIC_ENTITY, PROV_ATTR_GENERAL_ENTITY) |
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942 |
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943 _prov_type = PROV_SPECIALIZATION |
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944 |
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945 |
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946 class ProvAlternate(ProvRelation): |
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947 """Provenance Alternate relationship.""" |
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948 |
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949 FORMAL_ATTRIBUTES = (PROV_ATTR_ALTERNATE1, PROV_ATTR_ALTERNATE2) |
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950 |
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951 _prov_type = PROV_ALTERNATE |
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952 |
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953 |
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954 class ProvMention(ProvSpecialization): |
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955 """Provenance Mention relationship (specific Specialization).""" |
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956 |
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957 FORMAL_ATTRIBUTES = (PROV_ATTR_SPECIFIC_ENTITY, PROV_ATTR_GENERAL_ENTITY, |
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958 PROV_ATTR_BUNDLE) |
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959 |
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960 _prov_type = PROV_MENTION |
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961 |
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962 |
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963 # Component 6: Collections |
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964 class ProvMembership(ProvRelation): |
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965 """Provenance Membership relationship.""" |
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966 |
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967 FORMAL_ATTRIBUTES = (PROV_ATTR_COLLECTION, PROV_ATTR_ENTITY) |
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968 |
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969 _prov_type = PROV_MEMBERSHIP |
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970 |
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971 |
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972 # Class mappings from PROV record type |
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973 PROV_REC_CLS = { |
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974 PROV_ENTITY: ProvEntity, |
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975 PROV_ACTIVITY: ProvActivity, |
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976 PROV_GENERATION: ProvGeneration, |
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977 PROV_USAGE: ProvUsage, |
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978 PROV_COMMUNICATION: ProvCommunication, |
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979 PROV_START: ProvStart, |
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980 PROV_END: ProvEnd, |
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981 PROV_INVALIDATION: ProvInvalidation, |
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982 PROV_DERIVATION: ProvDerivation, |
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983 PROV_AGENT: ProvAgent, |
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984 PROV_ATTRIBUTION: ProvAttribution, |
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985 PROV_ASSOCIATION: ProvAssociation, |
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986 PROV_DELEGATION: ProvDelegation, |
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987 PROV_INFLUENCE: ProvInfluence, |
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988 PROV_SPECIALIZATION: ProvSpecialization, |
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989 PROV_ALTERNATE: ProvAlternate, |
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990 PROV_MENTION: ProvMention, |
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991 PROV_MEMBERSHIP: ProvMembership, |
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992 } |
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993 |
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994 |
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995 DEFAULT_NAMESPACES = {'prov': PROV, 'xsd': XSD, 'xsi': XSI} |
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996 |
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997 |
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998 # Bundle |
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999 class NamespaceManager(dict): |
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1000 """Manages namespaces for PROV documents and bundles.""" |
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1001 |
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1002 parent = None |
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1003 """Parent :py:class:`NamespaceManager` this manager one is a child of.""" |
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1004 |
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1005 def __init__(self, namespaces=None, default=None, parent=None): |
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1006 """ |
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1007 Constructor. |
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1008 |
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1009 :param namespaces: Optional namespaces to add to the manager |
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1010 (default: None). |
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1011 :param default: Optional default namespace to use (default: None). |
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1012 :param parent: Optional parent :py:class:`NamespaceManager` to make this |
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1013 namespace manager a child of (default: None). |
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1014 """ |
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1015 dict.__init__(self) |
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1016 self._default_namespaces = DEFAULT_NAMESPACES |
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1017 self.update(self._default_namespaces) |
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1018 self._namespaces = {} |
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1019 |
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1020 if default is not None: |
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1021 self.set_default_namespace(default) |
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1022 else: |
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1023 self._default = None |
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1024 self.parent = parent |
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1025 # TODO check if default is in the default namespaces |
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1026 self._anon_id_count = 0 |
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1027 self._uri_map = dict() |
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1028 self._rename_map = dict() |
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1029 self._prefix_renamed_map = dict() |
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1030 self.add_namespaces(namespaces) |
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1031 |
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1032 def get_namespace(self, uri): |
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1033 """ |
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1034 Returns the namespace prefix for the given URI. |
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1035 |
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1036 :param uri: Namespace URI. |
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1037 :return: :py:class:`~prov.identifier.Namespace`. |
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1038 """ |
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1039 for namespace in self.values(): |
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1040 if uri == namespace._uri: |
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1041 return namespace |
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1042 return None |
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1043 |
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1044 def get_registered_namespaces(self): |
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1045 """ |
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1046 Returns all registered namespaces. |
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1047 |
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1048 :return: Iterable of :py:class:`~prov.identifier.Namespace`. |
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1049 """ |
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1050 return self._namespaces.values() |
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1051 |
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1052 def set_default_namespace(self, uri): |
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1053 """ |
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1054 Sets the default namespace to the one of a given URI. |
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1055 |
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1056 :param uri: Namespace URI. |
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1057 """ |
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1058 self._default = Namespace('', uri) |
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1059 self[''] = self._default |
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1060 |
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1061 def get_default_namespace(self): |
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1062 """ |
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1063 Returns the default namespace. |
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1064 |
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1065 :return: :py:class:`~prov.identifier.Namespace` |
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1066 """ |
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1067 return self._default |
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1068 |
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1069 def add_namespace(self, namespace): |
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1070 """ |
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1071 Adds a namespace (if not available, yet). |
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1072 |
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1073 :param namespace: :py:class:`~prov.identifier.Namespace` to add. |
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1074 """ |
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1075 if namespace in self.values(): |
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1076 # no need to do anything |
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1077 return namespace |
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1078 if namespace in self._rename_map: |
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1079 # already renamed and added |
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1080 return self._rename_map[namespace] |
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1081 |
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1082 # Checking if the URI has been defined and use the existing namespace |
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1083 # instead |
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1084 uri = namespace.uri |
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1085 prefix = namespace.prefix |
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1086 |
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1087 if uri in self._uri_map: |
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1088 existing_ns = self._uri_map[uri] |
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1089 self._rename_map[namespace] = existing_ns |
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1090 self._prefix_renamed_map[prefix] = existing_ns |
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1091 return existing_ns |
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1092 |
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1093 if prefix in self: |
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1094 # Conflicting prefix |
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1095 new_prefix = self._get_unused_prefix(prefix) |
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1096 new_namespace = Namespace(new_prefix, namespace.uri) |
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1097 self._rename_map[namespace] = new_namespace |
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1098 # TODO: What if the prefix is already in the map and point to a |
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1099 # different Namespace? Raise an exception? |
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1100 self._prefix_renamed_map[prefix] = new_namespace |
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1101 prefix = new_prefix |
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1102 namespace = new_namespace |
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1103 |
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1104 # Only now add the namespace to the registry |
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1105 self._namespaces[prefix] = namespace |
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1106 self[prefix] = namespace |
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1107 self._uri_map[uri] = namespace |
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1108 |
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1109 return namespace |
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1110 |
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1111 def add_namespaces(self, namespaces): |
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1112 """ |
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1113 Add multiple namespaces into this manager. |
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1114 |
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1115 :param namespaces: A collection of namespace(s) to add. |
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1116 :type namespaces: List of :py:class:`~prov.identifier.Namespace` or |
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1117 dict of {prefix: uri}. |
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1118 :returns: None |
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1119 """ |
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1120 if isinstance(namespaces, dict): |
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1121 # expecting a dictionary of {prefix: uri}, |
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1122 # convert it to a list of Namespace |
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1123 namespaces = [ |
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1124 Namespace(prefix, uri) for prefix, uri in namespaces.items() |
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1125 ] |
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1126 if namespaces: |
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1127 for ns in namespaces: |
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1128 self.add_namespace(ns) |
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1129 |
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1130 def valid_qualified_name(self, qname): |
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1131 """ |
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1132 Resolves an identifier to a valid qualified name. |
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1133 |
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1134 :param qname: Qualified name as :py:class:`~prov.identifier.QualifiedName` |
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1135 or a tuple (namespace, identifier). |
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1136 :return: :py:class:`~prov.identifier.QualifiedName` or None in case of |
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1137 failure. |
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1138 """ |
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1139 if not qname: |
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1140 return None |
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1141 |
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1142 if isinstance(qname, QualifiedName): |
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1143 # Register the namespace if it has not been registered before |
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1144 namespace = qname.namespace |
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1145 prefix = namespace.prefix |
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1146 local_part = qname.localpart |
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1147 if not prefix: |
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1148 # the namespace is a default namespace |
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1149 if self._default == namespace: |
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1150 # the same default namespace is defined |
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1151 new_qname = self._default[local_part] |
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1152 elif self._default is None: |
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1153 # no default namespace is defined, reused the one given |
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1154 self._default = namespace |
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1155 return qname # no change, return the original |
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1156 else: |
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1157 # different default namespace, |
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1158 # use the 'dn' prefix for the new namespace |
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1159 dn_namespace = Namespace('dn', namespace.uri) |
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1160 dn_namespace = self.add_namespace(dn_namespace) |
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1161 new_qname = dn_namespace[local_part] |
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1162 elif prefix in self and self[prefix] == namespace: |
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1163 # No need to add the namespace |
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1164 existing_ns = self[prefix] |
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1165 if existing_ns is namespace: |
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1166 return qname |
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1167 else: |
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1168 # reuse the existing namespace |
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1169 new_qname = existing_ns[local_part] |
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1170 else: |
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1171 # Do not reuse the namespace object |
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1172 ns = self.add_namespace(deepcopy(namespace)) |
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1173 # minting the same Qualified Name from the namespace's copy |
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1174 new_qname = ns[qname.localpart] |
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1175 # returning the new qname |
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1176 return new_qname |
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1177 |
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1178 # Trying to guess from here |
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1179 if not isinstance(qname, (six.string_types, Identifier)): |
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1180 # Only proceed for string or URI values |
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1181 return None |
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1182 # Try to generate a Qualified Name |
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1183 str_value = \ |
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1184 qname.uri if isinstance(qname, Identifier) else six.text_type(qname) |
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1185 if str_value.startswith('_:'): |
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1186 # this is a blank node ID |
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1187 return None |
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1188 elif ':' in str_value: |
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1189 # check if the identifier contains a registered prefix |
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1190 prefix, local_part = str_value.split(':', 1) |
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1191 if prefix in self: |
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1192 # return a new QualifiedName |
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1193 return self[prefix][local_part] |
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1194 if prefix in self._prefix_renamed_map: |
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1195 # return a new QualifiedName |
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1196 return self._prefix_renamed_map[prefix][local_part] |
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1197 else: |
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1198 # treat as a URI (with the first part as its scheme) |
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1199 # check if the URI can be compacted |
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1200 for namespace in self.values(): |
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1201 if str_value.startswith(namespace.uri): |
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1202 # create a QName with the namespace |
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1203 return namespace[str_value.replace(namespace.uri, '')] |
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1204 elif self._default: |
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1205 # create and return an identifier in the default namespace |
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1206 return self._default[qname] |
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1207 |
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1208 if self.parent: |
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1209 # all attempts have failed so far |
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1210 # now delegate this to the parent NamespaceManager |
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1211 return self.parent.valid_qualified_name(qname) |
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1212 |
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1213 # Default to FAIL |
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1214 return None |
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1215 |
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1216 def get_anonymous_identifier(self, local_prefix='id'): |
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1217 """ |
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1218 Returns an anonymous identifier (without a namespace prefix). |
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1219 |
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1220 :param local_prefix: Optional local namespace prefix as a string |
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1221 (default: 'id'). |
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1222 :return: :py:class:`~prov.identifier.Identifier` |
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1223 """ |
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1224 self._anon_id_count += 1 |
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1225 return Identifier('_:%s%d' % (local_prefix, self._anon_id_count)) |
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1226 |
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1227 def _get_unused_prefix(self, original_prefix): |
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1228 if original_prefix not in self: |
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1229 return original_prefix |
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1230 count = 1 |
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1231 while True: |
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1232 new_prefix = '_'.join((original_prefix, six.text_type(count))) |
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1233 if new_prefix in self: |
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1234 count += 1 |
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1235 else: |
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1236 return new_prefix |
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1237 |
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1238 |
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1239 class ProvBundle(object): |
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1240 """PROV Bundle""" |
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1241 |
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1242 def __init__(self, records=None, identifier=None, namespaces=None, |
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1243 document=None): |
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1244 """ |
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1245 Constructor. |
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1246 |
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1247 :param records: Optional iterable of records to add to the bundle |
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1248 (default: None). |
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1249 :param identifier: Optional identifier of the bundle (default: None). |
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1250 :param namespaces: Optional iterable of :py:class:`~prov.identifier.Namespace`s |
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1251 to set the document up with (default: None). |
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1252 :param document: Optional document to add to the bundle (default: None). |
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1253 """ |
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1254 # Initializing bundle-specific attributes |
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1255 self._identifier = identifier |
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1256 self._records = list() |
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1257 self._id_map = defaultdict(list) |
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1258 self._document = document |
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1259 self._namespaces = NamespaceManager( |
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1260 namespaces, |
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1261 parent=(document._namespaces if document is not None else None) |
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1262 ) |
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1263 if records: |
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1264 for record in records: |
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1265 self.add_record(record) |
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1266 |
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1267 def __repr__(self): |
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1268 return '<%s: %s>' % (self.__class__.__name__, self._identifier) |
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1269 |
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1270 @property |
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1271 def namespaces(self): |
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1272 """ |
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1273 Returns the set of registered namespaces. |
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1274 |
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1275 :return: Set of :py:class:`~prov.identifier.Namespace`. |
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1276 """ |
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1277 return set(self._namespaces.get_registered_namespaces()) |
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1278 |
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1279 @property |
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1280 def default_ns_uri(self): |
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1281 """ |
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1282 Returns the default namespace's URI, if any. |
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1283 |
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1284 :return: URI as string. |
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1285 """ |
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1286 default_ns = self._namespaces.get_default_namespace() |
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1287 return default_ns.uri if default_ns else None |
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1288 |
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1289 @property |
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1290 def document(self): |
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1291 """ |
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1292 Returns the parent document, if any. |
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1293 |
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1294 :return: :py:class:`ProvDocument`. |
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1295 """ |
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1296 return self._document |
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1297 |
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1298 @property |
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1299 def identifier(self): |
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1300 """ |
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1301 Returns the bundle's identifier |
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1302 """ |
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1303 return self._identifier |
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1304 |
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1305 @property |
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1306 def records(self): |
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1307 """ |
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1308 Returns the list of all records in the current bundle |
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1309 """ |
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1310 return list(self._records) |
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1311 |
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1312 # Bundle configurations |
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1313 def set_default_namespace(self, uri): |
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1314 """ |
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1315 Sets the default namespace through a given URI. |
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1316 |
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1317 :param uri: Namespace URI. |
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1318 """ |
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1319 self._namespaces.set_default_namespace(uri) |
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1320 |
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1321 def get_default_namespace(self): |
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1322 """ |
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1323 Returns the default namespace. |
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1324 |
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1325 :return: :py:class:`~prov.identifier.Namespace` |
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1326 """ |
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1327 return self._namespaces.get_default_namespace() |
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1328 |
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1329 def add_namespace(self, namespace_or_prefix, uri=None): |
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1330 """ |
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1331 Adds a namespace (if not available, yet). |
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1332 |
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1333 :param namespace_or_prefix: :py:class:`~prov.identifier.Namespace` or its |
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1334 prefix as a string to add. |
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1335 :param uri: Namespace URI (default: None). Must be present if only a |
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1336 prefix is given in the previous parameter. |
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1337 """ |
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1338 if uri is None: |
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1339 return self._namespaces.add_namespace(namespace_or_prefix) |
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1340 else: |
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1341 return self._namespaces.add_namespace( |
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1342 Namespace(namespace_or_prefix, uri) |
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1343 ) |
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1344 |
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1345 def get_registered_namespaces(self): |
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1346 """ |
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1347 Returns all registered namespaces. |
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1348 |
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1349 :return: Iterable of :py:class:`~prov.identifier.Namespace`. |
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1350 """ |
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1351 return self._namespaces.get_registered_namespaces() |
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1352 |
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1353 def valid_qualified_name(self, identifier): |
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1354 return self._namespaces.valid_qualified_name(identifier) |
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1355 |
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1356 def get_records(self, class_or_type_or_tuple=None): |
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1357 """ |
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1358 Returns all records. Returned records may be filtered by the optional |
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1359 argument. |
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1360 |
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1361 :param class_or_type_or_tuple: A filter on the type for which records are |
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1362 to be returned (default: None). The filter checks by the type of the |
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1363 record using the `isinstance` check on the record. |
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1364 :return: List of :py:class:`ProvRecord` objects. |
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1365 """ |
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1366 results = list(self._records) |
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1367 if class_or_type_or_tuple: |
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1368 return filter( |
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1369 lambda rec: isinstance(rec, class_or_type_or_tuple), results |
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1370 ) |
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1371 else: |
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1372 return results |
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1373 |
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1374 def get_record(self, identifier): |
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1375 """ |
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1376 Returns a specific record matching a given identifier. |
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1377 |
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1378 :param identifier: Record identifier. |
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1379 :return: :py:class:`ProvRecord` |
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1380 """ |
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1381 # TODO: This will not work with the new _id_map, which is now a map of |
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1382 # (QName, list(ProvRecord)) |
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1383 if identifier is None: |
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1384 return None |
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1385 valid_id = self.valid_qualified_name(identifier) |
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1386 try: |
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1387 return self._id_map[valid_id] |
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1388 except KeyError: |
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1389 # looking up the parent bundle |
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1390 if self.is_bundle(): |
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1391 return self.document.get_record(valid_id) |
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1392 else: |
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1393 return None |
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1394 |
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1395 # Miscellaneous functions |
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1396 def is_document(self): |
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1397 """ |
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1398 `True` if the object is a document, `False` otherwise. |
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1399 |
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1400 :return: bool |
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1401 """ |
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1402 return False |
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1403 |
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1404 def is_bundle(self): |
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1405 """ |
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1406 `True` if the object is a bundle, `False` otherwise. |
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1407 |
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1408 :return: bool |
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1409 """ |
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1410 return True |
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1411 |
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1412 def has_bundles(self): |
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1413 """ |
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1414 `True` if the object has at least one bundle, `False` otherwise. |
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1415 |
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1416 :return: bool |
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1417 """ |
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1418 return False |
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1419 |
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1420 @property |
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1421 def bundles(self): |
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1422 """ |
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1423 Returns bundles contained in the document |
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1424 |
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1425 :return: Iterable of :py:class:`ProvBundle`. |
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1426 """ |
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1427 return frozenset() |
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1428 |
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1429 def get_provn(self, _indent_level=0): |
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1430 """ |
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1431 Returns the PROV-N representation of the bundle. |
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1432 |
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1433 :return: String |
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1434 """ |
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1435 indentation = '' + (' ' * _indent_level) |
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1436 newline = '\n' + (' ' * (_indent_level + 1)) |
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1437 |
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1438 # if this is the document, start the document; |
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1439 # otherwise, start the bundle |
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1440 lines = ['document'] if self.is_document() \ |
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1441 else ['bundle %s' % self._identifier] |
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1442 |
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1443 default_namespace = self._namespaces.get_default_namespace() |
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1444 if default_namespace: |
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1445 lines.append('default <%s>' % default_namespace.uri) |
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1446 |
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1447 registered_namespaces = self._namespaces.get_registered_namespaces() |
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1448 if registered_namespaces: |
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1449 lines.extend( |
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1450 ['prefix %s <%s>' % (namespace.prefix, namespace.uri) |
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1451 for namespace in registered_namespaces] |
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1452 ) |
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1453 |
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1454 if default_namespace or registered_namespaces: |
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1455 # a blank line between the prefixes and the assertions |
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1456 lines.append('') |
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1457 |
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1458 # adding all the records |
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1459 lines.extend([record.get_provn() for record in self._records]) |
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1460 if self.is_document(): |
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1461 # Print out bundles |
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1462 lines.extend( |
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1463 bundle.get_provn(_indent_level + 1) for bundle in self.bundles |
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1464 ) |
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1465 provn_str = newline.join(lines) + '\n' |
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1466 |
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1467 # closing the structure |
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1468 provn_str += indentation + ( |
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1469 'endDocument' if self.is_document() else 'endBundle' |
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1470 ) |
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1471 return provn_str |
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1472 |
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1473 def __eq__(self, other): |
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1474 if not isinstance(other, ProvBundle): |
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1475 return False |
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1476 other_records = set(other.get_records()) |
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1477 this_records = set(self.get_records()) |
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1478 if len(this_records) != len(other_records): |
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1479 return False |
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1480 # check if all records for equality |
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1481 for record_a in this_records: |
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1482 # Manually look for the record |
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1483 found = False |
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1484 for record_b in other_records: |
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1485 if record_a == record_b: |
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1486 other_records.remove(record_b) |
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1487 found = True |
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1488 break |
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1489 if not found: |
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1490 logger.debug( |
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1491 'Equality (ProvBundle): Could not find this record: %s', |
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1492 six.text_type(record_a) |
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1493 ) |
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1494 return False |
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1495 return True |
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1496 |
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1497 def __ne__(self, other): |
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1498 return not (self == other) |
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1499 |
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1500 __hash__ = None |
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1501 |
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1502 # Transformations |
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1503 def _unified_records(self): |
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1504 """Returns a list of unified records.""" |
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1505 # TODO: Check unification rules in the PROV-CONSTRAINTS document |
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1506 # This method simply merges the records having the same name |
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1507 merged_records = dict() |
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1508 for identifier, records in self._id_map.items(): |
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1509 if len(records) > 1: |
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1510 # more than one record having the same identifier |
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1511 # merge the records |
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1512 merged = records[0].copy() |
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1513 for record in records[1:]: |
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1514 merged.add_attributes(record.attributes) |
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1515 # map all of them to the merged record |
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1516 for record in records: |
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1517 merged_records[record] = merged |
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1518 if not merged_records: |
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1519 # No merging done, just return the list of original records |
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1520 return list(self._records) |
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1521 |
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1522 added_merged_records = set() |
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1523 unified_records = list() |
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1524 for record in self._records: |
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1525 if record in merged_records: |
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1526 merged = merged_records[record] |
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1527 if merged not in added_merged_records: |
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1528 unified_records.append(merged) |
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1529 added_merged_records.add(merged) |
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1530 else: |
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1531 # add the original record |
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1532 unified_records.append(record) |
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1533 return unified_records |
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1534 |
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1535 def unified(self): |
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1536 """ |
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1537 Unifies all records in the bundle that haves same identifiers |
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1538 |
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1539 :returns: :py:class:`ProvBundle` -- the new unified bundle. |
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1540 """ |
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1541 unified_records = self._unified_records() |
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1542 bundle = ProvBundle( |
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1543 records=unified_records, identifier=self.identifier |
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1544 ) |
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1545 return bundle |
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1546 |
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1547 def update(self, other): |
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1548 """ |
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1549 Append all the records of the *other* ProvBundle into this bundle. |
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1550 |
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1551 :param other: the other bundle whose records to be appended. |
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1552 :type other: :py:class:`ProvBundle` |
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1553 :returns: None. |
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1554 """ |
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1555 if isinstance(other, ProvBundle): |
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1556 if other.is_document() and other.has_bundles(): |
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1557 # Cannot add bundles to a bundle |
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1558 raise ProvException( |
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1559 'ProvBundle.update(): The other bundle is a document with ' |
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1560 'sub-bundle(s).' |
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1561 ) |
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1562 for record in other.get_records(): |
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1563 self.add_record(record) |
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1564 else: |
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1565 raise ProvException( |
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1566 'ProvBundle.update(): The other bundle is not a ProvBundle ' |
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1567 'instance (%s)' % type(other) |
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1568 ) |
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1569 |
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1570 # Provenance statements |
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1571 def _add_record(self, record): |
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1572 # IMPORTANT: All records need to be added to a bundle/document via this |
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1573 # method. Otherwise, the _id_map dict will not be correctly updated |
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1574 identifier = record.identifier |
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1575 if identifier is not None: |
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1576 self._id_map[identifier].append(record) |
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1577 self._records.append(record) |
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1578 |
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1579 def new_record(self, record_type, identifier, attributes=None, |
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1580 other_attributes=None): |
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1581 """ |
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1582 Creates a new record. |
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1583 |
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1584 :param record_type: Type of record (one of :py:const:`PROV_REC_CLS`). |
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1585 :param identifier: Identifier for new record. |
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1586 :param attributes: Attributes as a dictionary or list of tuples to be added |
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1587 to the record optionally (default: None). |
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1588 :param other_attributes: Optional other attributes as a dictionary or list |
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1589 of tuples to be added to the record optionally (default: None). |
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1590 """ |
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1591 attr_list = [] |
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1592 if attributes: |
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1593 if isinstance(attributes, dict): |
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1594 attr_list.extend( |
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1595 (attr, value) for attr, value in attributes.items() |
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1596 ) |
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1597 else: |
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1598 # expecting a list of attributes here |
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1599 attr_list.extend(attributes) |
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1600 if other_attributes: |
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1601 attr_list.extend( |
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1602 other_attributes.items() if isinstance(other_attributes, dict) |
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1603 else other_attributes |
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1604 ) |
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1605 new_record = PROV_REC_CLS[record_type]( |
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1606 self, self.valid_qualified_name(identifier), attr_list |
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1607 ) |
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1608 self._add_record(new_record) |
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1609 return new_record |
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1610 |
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1611 def add_record(self, record): |
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1612 """ |
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1613 Adds a new record that to the bundle. |
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1614 |
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1615 :param record: :py:class:`ProvRecord` to be added. |
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1616 """ |
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1617 return self.new_record( |
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1618 record.get_type(), record.identifier, record.formal_attributes, |
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1619 record.extra_attributes |
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1620 ) |
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1621 |
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1622 def entity(self, identifier, other_attributes=None): |
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1623 """ |
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1624 Creates a new entity. |
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1625 |
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1626 :param identifier: Identifier for new entity. |
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1627 :param other_attributes: Optional other attributes as a dictionary or list |
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1628 of tuples to be added to the record optionally (default: None). |
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1629 """ |
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1630 return self.new_record(PROV_ENTITY, identifier, None, other_attributes) |
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1631 |
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1632 def activity(self, identifier, startTime=None, endTime=None, |
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1633 other_attributes=None): |
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1634 """ |
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1635 Creates a new activity. |
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1636 |
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1637 :param identifier: Identifier for new activity. |
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1638 :param startTime: Optional start time for the activity (default: None). |
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1639 Either a :py:class:`datetime.datetime` object or a string that can be |
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1640 parsed by :py:func:`dateutil.parser`. |
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1641 :param endTime: Optional start time for the activity (default: None). |
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1642 Either a :py:class:`datetime.datetime` object or a string that can be |
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1643 parsed by :py:func:`dateutil.parser`. |
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1644 :param other_attributes: Optional other attributes as a dictionary or list |
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1645 of tuples to be added to the record optionally (default: None). |
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1646 """ |
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1647 return self.new_record( |
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1648 PROV_ACTIVITY, identifier, { |
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1649 PROV_ATTR_STARTTIME: _ensure_datetime(startTime), |
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1650 PROV_ATTR_ENDTIME: _ensure_datetime(endTime) |
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1651 }, |
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1652 other_attributes |
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1653 ) |
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1654 |
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1655 def generation(self, entity, activity=None, time=None, identifier=None, |
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1656 other_attributes=None): |
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1657 """ |
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1658 Creates a new generation record for an entity. |
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1659 |
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1660 :param entity: Entity or a string identifier for the entity. |
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1661 :param activity: Activity or string identifier of the activity involved in |
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1662 the generation (default: None). |
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1663 :param time: Optional time for the generation (default: None). |
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1664 Either a :py:class:`datetime.datetime` object or a string that can be |
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1665 parsed by :py:func:`dateutil.parser`. |
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1666 :param identifier: Identifier for new generation record. |
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1667 :param other_attributes: Optional other attributes as a dictionary or list |
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1668 of tuples to be added to the record optionally (default: None). |
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1669 """ |
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1670 return self.new_record( |
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1671 PROV_GENERATION, identifier, { |
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1672 PROV_ATTR_ENTITY: entity, |
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1673 PROV_ATTR_ACTIVITY: activity, |
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1674 PROV_ATTR_TIME: _ensure_datetime(time) |
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1675 }, |
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1676 other_attributes |
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1677 ) |
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1678 |
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1679 def usage(self, activity, entity=None, time=None, identifier=None, |
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1680 other_attributes=None): |
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1681 """ |
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1682 Creates a new usage record for an activity. |
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1683 |
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1684 :param activity: Activity or a string identifier for the entity. |
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1685 :param entity: Entity or string identifier of the entity involved in |
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1686 the usage relationship (default: None). |
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1687 :param time: Optional time for the usage (default: None). |
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1688 Either a :py:class:`datetime.datetime` object or a string that can be |
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1689 parsed by :py:func:`dateutil.parser`. |
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1690 :param identifier: Identifier for new usage record. |
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1691 :param other_attributes: Optional other attributes as a dictionary or list |
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1692 of tuples to be added to the record optionally (default: None). |
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1693 """ |
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1694 return self.new_record( |
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1695 PROV_USAGE, identifier, { |
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1696 PROV_ATTR_ACTIVITY: activity, |
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1697 PROV_ATTR_ENTITY: entity, |
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1698 PROV_ATTR_TIME: _ensure_datetime(time)}, |
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1699 other_attributes |
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1700 ) |
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1701 |
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1702 def start(self, activity, trigger=None, starter=None, time=None, |
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1703 identifier=None, other_attributes=None): |
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1704 """ |
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1705 Creates a new start record for an activity. |
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1706 |
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1707 :param activity: Activity or a string identifier for the entity. |
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1708 :param trigger: Entity triggering the start of this activity. |
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1709 :param starter: Optionally extra activity to state a qualified start |
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1710 through which the trigger entity for the start is generated |
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1711 (default: None). |
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1712 :param time: Optional time for the start (default: None). |
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1713 Either a :py:class:`datetime.datetime` object or a string that can be |
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1714 parsed by :py:func:`dateutil.parser`. |
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1715 :param identifier: Identifier for new start record. |
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1716 :param other_attributes: Optional other attributes as a dictionary or list |
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1717 of tuples to be added to the record optionally (default: None). |
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1718 """ |
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1719 return self.new_record( |
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1720 PROV_START, identifier, { |
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1721 PROV_ATTR_ACTIVITY: activity, |
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1722 PROV_ATTR_TRIGGER: trigger, |
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1723 PROV_ATTR_STARTER: starter, |
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1724 PROV_ATTR_TIME: _ensure_datetime(time) |
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1725 }, |
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1726 other_attributes |
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1727 ) |
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1728 |
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1729 def end(self, activity, trigger=None, ender=None, time=None, |
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1730 identifier=None, other_attributes=None): |
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1731 """ |
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1732 Creates a new end record for an activity. |
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1733 |
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1734 :param activity: Activity or a string identifier for the entity. |
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1735 :param trigger: trigger: Entity triggering the end of this activity. |
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1736 :param ender: Optionally extra activity to state a qualified end |
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1737 through which the trigger entity for the end is generated |
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1738 (default: None). |
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1739 :param time: Optional time for the end (default: None). |
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1740 Either a :py:class:`datetime.datetime` object or a string that can be |
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1741 parsed by :py:func:`dateutil.parser`. |
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1742 :param identifier: Identifier for new end record. |
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1743 :param other_attributes: Optional other attributes as a dictionary or list |
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1744 of tuples to be added to the record optionally (default: None). |
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1745 """ |
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1746 return self.new_record( |
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1747 PROV_END, identifier, { |
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1748 PROV_ATTR_ACTIVITY: activity, |
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1749 PROV_ATTR_TRIGGER: trigger, |
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1750 PROV_ATTR_ENDER: ender, |
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1751 PROV_ATTR_TIME: _ensure_datetime(time) |
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1752 }, |
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1753 other_attributes |
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1754 ) |
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1755 |
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1756 def invalidation(self, entity, activity=None, time=None, identifier=None, |
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1757 other_attributes=None): |
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1758 """ |
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1759 Creates a new invalidation record for an entity. |
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1760 |
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1761 :param entity: Entity or a string identifier for the entity. |
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1762 :param activity: Activity or string identifier of the activity involved in |
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1763 the invalidation (default: None). |
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1764 :param time: Optional time for the invalidation (default: None). |
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1765 Either a :py:class:`datetime.datetime` object or a string that can be |
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1766 parsed by :py:func:`dateutil.parser`. |
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1767 :param identifier: Identifier for new invalidation record. |
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1768 :param other_attributes: Optional other attributes as a dictionary or list |
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1769 of tuples to be added to the record optionally (default: None). |
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1770 """ |
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1771 return self.new_record( |
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1772 PROV_INVALIDATION, identifier, { |
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1773 PROV_ATTR_ENTITY: entity, |
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1774 PROV_ATTR_ACTIVITY: activity, |
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1775 PROV_ATTR_TIME: _ensure_datetime(time) |
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1776 }, |
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1777 other_attributes |
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1778 ) |
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1779 |
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1780 def communication(self, informed, informant, identifier=None, |
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1781 other_attributes=None): |
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1782 """ |
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1783 Creates a new communication record for an entity. |
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1784 |
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1785 :param informed: The informed activity (relationship destination). |
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1786 :param informant: The informing activity (relationship source). |
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1787 :param identifier: Identifier for new communication record. |
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1788 :param other_attributes: Optional other attributes as a dictionary or list |
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1789 of tuples to be added to the record optionally (default: None). |
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1790 """ |
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1791 return self.new_record( |
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1792 PROV_COMMUNICATION, identifier, { |
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1793 PROV_ATTR_INFORMED: informed, |
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1794 PROV_ATTR_INFORMANT: informant |
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1795 }, |
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1796 other_attributes |
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1797 ) |
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1798 |
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1799 def agent(self, identifier, other_attributes=None): |
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1800 """ |
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1801 Creates a new agent. |
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1802 |
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1803 :param identifier: Identifier for new agent. |
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1804 :param other_attributes: Optional other attributes as a dictionary or list |
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1805 of tuples to be added to the record optionally (default: None). |
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1806 """ |
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1807 return self.new_record(PROV_AGENT, identifier, None, other_attributes) |
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1808 |
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1809 def attribution(self, entity, agent, identifier=None, |
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1810 other_attributes=None): |
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1811 """ |
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1812 Creates a new attribution record between an entity and an agent. |
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1813 |
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1814 :param entity: Entity or a string identifier for the entity (relationship |
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1815 source). |
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1816 :param agent: Agent or string identifier of the agent involved in the |
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1817 attribution (relationship destination). |
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1818 :param identifier: Identifier for new attribution record. |
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1819 :param other_attributes: Optional other attributes as a dictionary or list |
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1820 of tuples to be added to the record optionally (default: None). |
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1821 """ |
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1822 return self.new_record( |
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1823 PROV_ATTRIBUTION, identifier, { |
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1824 PROV_ATTR_ENTITY: entity, |
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1825 PROV_ATTR_AGENT: agent |
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1826 }, |
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1827 other_attributes |
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1828 ) |
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1829 |
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1830 def association(self, activity, agent=None, plan=None, identifier=None, |
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1831 other_attributes=None): |
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1832 """ |
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1833 Creates a new association record for an activity. |
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1834 |
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1835 :param activity: Activity or a string identifier for the activity. |
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1836 :param agent: Agent or string identifier of the agent involved in the |
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1837 association (default: None). |
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1838 :param plan: Optionally extra entity to state qualified association through |
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1839 an internal plan (default: None). |
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1840 :param identifier: Identifier for new association record. |
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1841 :param other_attributes: Optional other attributes as a dictionary or list |
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1842 of tuples to be added to the record optionally (default: None). |
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1843 """ |
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1844 return self.new_record( |
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1845 PROV_ASSOCIATION, identifier, { |
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1846 PROV_ATTR_ACTIVITY: activity, |
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1847 PROV_ATTR_AGENT: agent, |
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1848 PROV_ATTR_PLAN: plan |
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1849 }, |
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1850 other_attributes |
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1851 ) |
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1852 |
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1853 def delegation(self, delegate, responsible, activity=None, identifier=None, |
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1854 other_attributes=None): |
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1855 """ |
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1856 Creates a new delegation record on behalf of an agent. |
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1857 |
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1858 :param delegate: Agent delegating the responsibility (relationship source). |
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1859 :param responsible: Agent the responsibility is delegated to (relationship |
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1860 destination). |
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1861 :param activity: Optionally extra activity to state qualified delegation |
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1862 internally (default: None). |
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1863 :param identifier: Identifier for new association record. |
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1864 :param other_attributes: Optional other attributes as a dictionary or list |
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1865 of tuples to be added to the record optionally (default: None). |
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1866 """ |
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1867 return self.new_record( |
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1868 PROV_DELEGATION, identifier, { |
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1869 PROV_ATTR_DELEGATE: delegate, |
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1870 PROV_ATTR_RESPONSIBLE: responsible, |
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1871 PROV_ATTR_ACTIVITY: activity |
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1872 }, |
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1873 other_attributes |
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1874 ) |
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1875 |
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1876 def influence(self, influencee, influencer, identifier=None, |
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1877 other_attributes=None): |
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1878 """ |
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1879 Creates a new influence record between two entities, activities or agents. |
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1880 |
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1881 :param influencee: Influenced entity, activity or agent (relationship |
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1882 source). |
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1883 :param influencer: Influencing entity, activity or agent (relationship |
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1884 destination). |
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1885 :param identifier: Identifier for new influence record. |
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1886 :param other_attributes: Optional other attributes as a dictionary or list |
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1887 of tuples to be added to the record optionally (default: None). |
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1888 """ |
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1889 return self.new_record( |
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1890 PROV_INFLUENCE, identifier, { |
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1891 PROV_ATTR_INFLUENCEE: influencee, |
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1892 PROV_ATTR_INFLUENCER: influencer |
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1893 }, |
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1894 other_attributes |
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1895 ) |
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1896 |
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1897 def derivation(self, generatedEntity, usedEntity, activity=None, |
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1898 generation=None, usage=None, |
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1899 identifier=None, other_attributes=None): |
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1900 """ |
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1901 Creates a new derivation record for a generated entity from a used entity. |
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1902 |
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1903 :param generatedEntity: Entity or a string identifier for the generated |
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1904 entity (relationship source). |
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1905 :param usedEntity: Entity or a string identifier for the used entity |
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1906 (relationship destination). |
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1907 :param activity: Activity or string identifier of the activity involved in |
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1908 the derivation (default: None). |
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1909 :param generation: Optionally extra activity to state qualified generation |
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1910 through a generation (default: None). |
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1911 :param usage: XXX (default: None). |
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1912 :param identifier: Identifier for new derivation record. |
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1913 :param other_attributes: Optional other attributes as a dictionary or list |
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1914 of tuples to be added to the record optionally (default: None). |
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1915 """ |
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1916 attributes = {PROV_ATTR_GENERATED_ENTITY: generatedEntity, |
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1917 PROV_ATTR_USED_ENTITY: usedEntity, |
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1918 PROV_ATTR_ACTIVITY: activity, |
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1919 PROV_ATTR_GENERATION: generation, |
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1920 PROV_ATTR_USAGE: usage} |
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1921 return self.new_record( |
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1922 PROV_DERIVATION, identifier, attributes, other_attributes |
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1923 ) |
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1924 |
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1925 def revision(self, generatedEntity, usedEntity, activity=None, |
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1926 generation=None, usage=None, |
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1927 identifier=None, other_attributes=None): |
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1928 """ |
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1929 Creates a new revision record for a generated entity from a used entity. |
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1930 |
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1931 :param generatedEntity: Entity or a string identifier for the generated |
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1932 entity (relationship source). |
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1933 :param usedEntity: Entity or a string identifier for the used entity |
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1934 (relationship destination). |
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1935 :param activity: Activity or string identifier of the activity involved in |
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1936 the revision (default: None). |
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1937 :param generation: Optionally to state qualified revision through a |
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1938 generation activity (default: None). |
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1939 :param usage: XXX (default: None). |
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1940 :param identifier: Identifier for new revision record. |
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1941 :param other_attributes: Optional other attributes as a dictionary or list |
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1942 of tuples to be added to the record optionally (default: None). |
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1943 """ |
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1944 record = self.derivation( |
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1945 generatedEntity, usedEntity, activity, generation, usage, |
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1946 identifier, other_attributes |
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1947 ) |
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1948 record.add_asserted_type(PROV['Revision']) |
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1949 return record |
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1950 |
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1951 def quotation(self, generatedEntity, usedEntity, activity=None, |
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1952 generation=None, usage=None, |
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1953 identifier=None, other_attributes=None): |
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1954 """ |
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1955 Creates a new quotation record for a generated entity from a used entity. |
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1956 |
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1957 :param generatedEntity: Entity or a string identifier for the generated |
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1958 entity (relationship source). |
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1959 :param usedEntity: Entity or a string identifier for the used entity |
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1960 (relationship destination). |
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1961 :param activity: Activity or string identifier of the activity involved in |
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1962 the quotation (default: None). |
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1963 :param generation: Optionally to state qualified quotation through a |
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1964 generation activity (default: None). |
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1965 :param usage: XXX (default: None). |
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1966 :param identifier: Identifier for new quotation record. |
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1967 :param other_attributes: Optional other attributes as a dictionary or list |
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1968 of tuples to be added to the record optionally (default: None). |
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1969 """ |
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1970 record = self.derivation( |
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1971 generatedEntity, usedEntity, activity, generation, usage, |
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1972 identifier, other_attributes |
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1973 ) |
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1974 record.add_asserted_type(PROV['Quotation']) |
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1975 return record |
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1976 |
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1977 def primary_source(self, generatedEntity, usedEntity, activity=None, |
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1978 generation=None, usage=None, |
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1979 identifier=None, other_attributes=None): |
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1980 """ |
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1981 Creates a new primary source record for a generated entity from a used |
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1982 entity. |
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1983 |
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1984 :param generatedEntity: Entity or a string identifier for the generated |
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1985 entity (relationship source). |
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1986 :param usedEntity: Entity or a string identifier for the used entity |
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1987 (relationship destination). |
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1988 :param activity: Activity or string identifier of the activity involved in |
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1989 the primary source (default: None). |
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1990 :param generation: Optionally to state qualified primary source through a |
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1991 generation activity (default: None). |
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1992 :param usage: XXX (default: None). |
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1993 :param identifier: Identifier for new primary source record. |
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1994 :param other_attributes: Optional other attributes as a dictionary or list |
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1995 of tuples to be added to the record optionally (default: None). |
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1996 """ |
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1997 record = self.derivation( |
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1998 generatedEntity, usedEntity, activity, generation, usage, |
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1999 identifier, other_attributes |
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2000 ) |
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2001 record.add_asserted_type(PROV['PrimarySource']) |
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2002 return record |
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2003 |
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2004 def specialization(self, specificEntity, generalEntity): |
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2005 """ |
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2006 Creates a new specialisation record for a specific from a general entity. |
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2007 |
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2008 :param specificEntity: Entity or a string identifier for the specific |
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2009 entity (relationship source). |
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2010 :param generalEntity: Entity or a string identifier for the general entity |
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2011 (relationship destination). |
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2012 """ |
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2013 return self.new_record( |
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2014 PROV_SPECIALIZATION, None, { |
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2015 PROV_ATTR_SPECIFIC_ENTITY: specificEntity, |
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2016 PROV_ATTR_GENERAL_ENTITY: generalEntity |
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2017 } |
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2018 ) |
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2019 |
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2020 def alternate(self, alternate1, alternate2): |
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2021 """ |
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2022 Creates a new alternate record between two entities. |
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2023 |
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2024 :param alternate1: Entity or a string identifier for the first entity |
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2025 (relationship source). |
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2026 :param alternate2: Entity or a string identifier for the second entity |
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2027 (relationship destination). |
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2028 """ |
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2029 return self.new_record( |
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2030 PROV_ALTERNATE, None, { |
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2031 PROV_ATTR_ALTERNATE1: alternate1, |
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2032 PROV_ATTR_ALTERNATE2: alternate2 |
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2033 }, |
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2034 ) |
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2035 |
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2036 def mention(self, specificEntity, generalEntity, bundle): |
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2037 """ |
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2038 Creates a new mention record for a specific from a general entity. |
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2039 |
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2040 :param specificEntity: Entity or a string identifier for the specific |
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2041 entity (relationship source). |
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2042 :param generalEntity: Entity or a string identifier for the general entity |
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2043 (relationship destination). |
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2044 :param bundle: XXX |
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2045 """ |
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2046 return self.new_record( |
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2047 PROV_MENTION, None, { |
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2048 PROV_ATTR_SPECIFIC_ENTITY: specificEntity, |
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2049 PROV_ATTR_GENERAL_ENTITY: generalEntity, |
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2050 PROV_ATTR_BUNDLE: bundle |
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2051 } |
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2052 ) |
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2053 |
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2054 def collection(self, identifier, other_attributes=None): |
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2055 """ |
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2056 Creates a new collection record for a particular record. |
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2057 |
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2058 :param identifier: Identifier for new collection record. |
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2059 :param other_attributes: Optional other attributes as a dictionary or list |
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2060 of tuples to be added to the record optionally (default: None). |
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2061 """ |
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2062 record = self.new_record( |
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2063 PROV_ENTITY, identifier, None, other_attributes |
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2064 ) |
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2065 record.add_asserted_type(PROV['Collection']) |
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2066 return record |
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2067 |
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2068 def membership(self, collection, entity): |
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2069 """ |
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2070 Creates a new membership record for an entity to a collection. |
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2071 |
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2072 :param collection: Collection the entity is to be added to. |
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2073 :param entity: Entity to be added to the collection. |
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2074 """ |
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2075 return self.new_record( |
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2076 PROV_MEMBERSHIP, None, { |
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2077 PROV_ATTR_COLLECTION: collection, |
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2078 PROV_ATTR_ENTITY: entity |
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2079 } |
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2080 ) |
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2081 |
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2082 def plot(self, filename=None, show_nary=True, use_labels=False, |
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2083 show_element_attributes=True, show_relation_attributes=True): |
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2084 """ |
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2085 Convenience function to plot a PROV document. |
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2086 |
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2087 :param filename: The filename to save to. If not given, it will open |
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2088 an interactive matplotlib plot. The filetype is determined from |
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2089 the filename ending. |
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2090 :type filename: String |
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2091 :param show_nary: Shows all elements in n-ary relations. |
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2092 :type show_nary: bool |
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2093 :param use_labels: Uses the `prov:label` property of an element as its |
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2094 name (instead of its identifier). |
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2095 :type use_labels: bool |
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2096 :param show_element_attributes: Shows attributes of elements. |
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2097 :type show_element_attributes: bool |
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2098 :param show_relation_attributes: Shows attributes of relations. |
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2099 :type show_relation_attributes: bool |
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2100 """ |
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2101 # Lazy imports to have soft dependencies on pydot and matplotlib |
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2102 # (imported even later). |
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2103 from prov import dot |
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2104 |
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2105 if filename: |
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2106 format = os.path.splitext(filename)[-1].lower().strip( |
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2107 os.path.extsep) |
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2108 else: |
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2109 format = "png" |
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2110 format = format.lower() |
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2111 d = dot.prov_to_dot(self, show_nary=show_nary, use_labels=use_labels, |
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2112 show_element_attributes=show_element_attributes, |
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2113 show_relation_attributes=show_relation_attributes) |
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2114 method = "create_%s" % format |
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2115 if not hasattr(d, method): |
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2116 raise ValueError("Format '%s' cannot be saved." % format) |
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2117 with io.BytesIO() as buf: |
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2118 buf.write(getattr(d, method)()) |
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2119 |
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2120 buf.seek(0, 0) |
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2121 if filename: |
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2122 with open(filename, "wb") as fh: |
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2123 fh.write(buf.read()) |
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2124 else: |
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2125 # Use matplotlib to show the image as it likely is more |
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2126 # widespread then PIL and works nicely in the ipython notebook. |
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2127 import matplotlib.pylab as plt |
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2128 import matplotlib.image as mpimg |
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2129 |
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2130 max_size = 30 |
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2131 |
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2132 img = mpimg.imread(buf) |
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2133 # pydot makes a border around the image. remove it. |
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2134 img = img[1:-1, 1:-1] |
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2135 size = (img.shape[1] / 100.0, img.shape[0] / 100.0) |
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2136 if max(size) > max_size: |
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2137 scale = max_size / max(size) |
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2138 else: |
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2139 scale = 1.0 |
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2140 size = (scale * size[0], scale * size[1]) |
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2141 |
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2142 plt.figure(figsize=size) |
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2143 plt.subplots_adjust(bottom=0, top=1, left=0, right=1) |
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2144 plt.xticks([]) |
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2145 plt.yticks([]) |
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2146 plt.imshow(img) |
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2147 plt.axis("off") |
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2148 plt.show() |
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2149 |
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2150 # Aliases |
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2151 wasGeneratedBy = generation |
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2152 used = usage |
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2153 wasStartedBy = start |
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2154 wasEndedBy = end |
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2155 wasInvalidatedBy = invalidation |
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2156 wasInformedBy = communication |
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2157 wasAttributedTo = attribution |
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2158 wasAssociatedWith = association |
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2159 actedOnBehalfOf = delegation |
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2160 wasInfluencedBy = influence |
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2161 wasDerivedFrom = derivation |
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2162 wasRevisionOf = revision |
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2163 wasQuotedFrom = quotation |
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2164 hadPrimarySource = primary_source |
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2165 alternateOf = alternate |
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2166 specializationOf = specialization |
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2167 mentionOf = mention |
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2168 hadMember = membership |
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2169 |
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2170 |
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2171 class ProvDocument(ProvBundle): |
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2172 """Provenance Document.""" |
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2173 |
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2174 def __init__(self, records=None, namespaces=None): |
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2175 """ |
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2176 Constructor. |
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2177 |
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2178 :param records: Optional records to add to the document (default: None). |
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2179 :param namespaces: Optional iterable of :py:class:`~prov.identifier.Namespace`s |
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2180 to set the document up with (default: None). |
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2181 """ |
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2182 ProvBundle.__init__( |
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2183 self, records=records, identifier=None, namespaces=namespaces |
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2184 ) |
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2185 self._bundles = dict() |
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2186 |
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2187 def __repr__(self): |
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2188 return '<ProvDocument>' |
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2189 |
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2190 def __eq__(self, other): |
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2191 if not isinstance(other, ProvDocument): |
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2192 return False |
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2193 # Comparing the documents' content |
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2194 if not super(ProvDocument, self).__eq__(other): |
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2195 return False |
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2196 |
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2197 # Comparing the documents' bundles |
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2198 for b_id, bundle in self._bundles.items(): |
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2199 if b_id not in other._bundles: |
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2200 return False |
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2201 other_bundle = other._bundles[b_id] |
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2202 if bundle != other_bundle: |
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2203 return False |
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2204 |
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2205 # Everything is the same |
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2206 return True |
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2207 |
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2208 def is_document(self): |
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2209 """ |
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2210 `True` if the object is a document, `False` otherwise. |
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2211 |
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2212 :return: bool |
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2213 """ |
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2214 return True |
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2215 |
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2216 def is_bundle(self): |
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2217 """ |
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2218 `True` if the object is a bundle, `False` otherwise. |
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2219 |
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2220 :return: bool |
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2221 """ |
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2222 return False |
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2223 |
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2224 def has_bundles(self): |
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2225 """ |
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2226 `True` if the object has at least one bundle, `False` otherwise. |
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2227 |
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2228 :return: bool |
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2229 """ |
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2230 return len(self._bundles) > 0 |
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2231 |
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2232 @property |
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2233 def bundles(self): |
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2234 """ |
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2235 Returns bundles contained in the document |
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2236 |
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2237 :return: Iterable of :py:class:`ProvBundle`. |
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2238 """ |
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2239 return self._bundles.values() |
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2240 |
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2241 # Transformations |
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2242 def flattened(self): |
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2243 """ |
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2244 Flattens the document by moving all the records in its bundles up |
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2245 to the document level. |
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2246 |
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2247 :returns: :py:class:`ProvDocument` -- the (new) flattened document. |
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2248 """ |
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2249 if self._bundles: |
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2250 # Creating a new document for all the records |
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2251 new_doc = ProvDocument() |
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2252 bundled_records = itertools.chain( |
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2253 *[b.get_records() for b in self._bundles.values()] |
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2254 ) |
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2255 for record in itertools.chain(self._records, bundled_records): |
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2256 new_doc.add_record(record) |
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2257 return new_doc |
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2258 else: |
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2259 # returning the same document |
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2260 return self |
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2261 |
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2262 def unified(self): |
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2263 """ |
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2264 Returns a new document containing all records having same identifiers |
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2265 unified (including those inside bundles). |
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2266 |
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2267 :return: :py:class:`ProvDocument` |
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2268 """ |
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2269 document = ProvDocument(self._unified_records()) |
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2270 document._namespaces = self._namespaces |
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2271 for bundle in self.bundles: |
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2272 unified_bundle = bundle.unified() |
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2273 document.add_bundle(unified_bundle) |
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2274 return document |
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2275 |
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2276 def update(self, other): |
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2277 """ |
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2278 Append all the records of the *other* document/bundle into this document. |
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2279 Bundles having same identifiers will be merged. |
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2280 |
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2281 :param other: The other document/bundle whose records to be appended. |
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2282 :type other: :py:class:`ProvDocument` or :py:class:`ProvBundle` |
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2283 :returns: None. |
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2284 """ |
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2285 if isinstance(other, ProvBundle): |
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2286 for record in other.get_records(): |
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2287 self.add_record(record) |
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2288 if other.has_bundles(): |
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2289 for bundle in other.bundles: |
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2290 if bundle.identifier in self._bundles: |
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2291 self._bundles[bundle.identifier].update(bundle) |
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2292 else: |
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2293 new_bundle = self.bundle(bundle.identifier) |
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2294 new_bundle.update(bundle) |
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2295 else: |
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2296 raise ProvException( |
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2297 'ProvDocument.update(): The other is not a ProvDocument or ' |
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2298 'ProvBundle instance (%s)' % type(other) |
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2299 ) |
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2300 |
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2301 # Bundle operations |
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2302 def add_bundle(self, bundle, identifier=None): |
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2303 """ |
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2304 Add a bundle to the current document. |
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2305 |
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2306 :param bundle: The bundle to add to the document. |
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2307 :type bundle: :py:class:`ProvBundle` |
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2308 :param identifier: The (optional) identifier to use for the bundle |
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2309 (default: None). If none given, use the identifier from the bundle |
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2310 itself. |
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2311 """ |
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2312 if not isinstance(bundle, ProvBundle): |
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2313 raise ProvException( |
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2314 'Only a ProvBundle instance can be added as a bundle in a ' |
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2315 'ProvDocument.' |
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2316 ) |
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2317 |
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2318 if bundle.is_document(): |
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2319 if bundle.has_bundles(): |
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2320 raise ProvException( |
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2321 'Cannot add a document with nested bundles as a bundle.' |
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2322 ) |
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2323 # Make it a new ProvBundle |
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2324 new_bundle = ProvBundle(namespaces=bundle.namespaces) |
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2325 new_bundle.update(bundle) |
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2326 bundle = new_bundle |
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2327 |
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2328 if identifier is None: |
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2329 identifier = bundle.identifier |
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2330 |
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2331 if not identifier: |
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2332 raise ProvException('The provided bundle has no identifier') |
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2333 |
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2334 # Link the bundle namespace manager to the document's |
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2335 bundle._namespaces.parent = self._namespaces |
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2336 |
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2337 valid_id = bundle.valid_qualified_name(identifier) |
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2338 # IMPORTANT: Rewriting the bundle identifier for consistency |
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2339 bundle._identifier = valid_id |
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2340 |
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2341 if valid_id in self._bundles: |
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2342 raise ProvException('A bundle with that identifier already exists') |
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2343 |
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2344 self._bundles[valid_id] = bundle |
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2345 bundle._document = self |
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2346 |
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2347 def bundle(self, identifier): |
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2348 """ |
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2349 Returns a new bundle from the current document. |
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2350 |
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2351 :param identifier: The identifier to use for the bundle. |
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2352 :return: :py:class:`ProvBundle` |
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2353 """ |
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2354 if identifier is None: |
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2355 raise ProvException( |
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2356 'An identifier is required. Cannot create an unnamed bundle.' |
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2357 ) |
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2358 valid_id = self.valid_qualified_name(identifier) |
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2359 if valid_id is None: |
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2360 raise ProvException( |
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2361 'The provided identifier "%s" is not valid' % identifier |
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2362 ) |
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2363 if valid_id in self._bundles: |
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2364 raise ProvException('A bundle with that identifier already exists') |
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2365 b = ProvBundle(identifier=valid_id, document=self) |
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2366 self._bundles[valid_id] = b |
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2367 return b |
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2368 |
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2369 # Serializing and deserializing |
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2370 def serialize(self, destination=None, format='json', **args): |
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2371 """ |
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2372 Serialize the :py:class:`ProvDocument` to the destination. |
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2373 |
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2374 Available serializers can be queried by the value of |
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2375 `:py:attr:~prov.serializers.Registry.serializers` after loading them via |
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2376 `:py:func:~prov.serializers.Registry.load_serializers()`. |
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2377 |
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2378 :param destination: Stream object to serialize the output to. Default is |
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2379 `None`, which serializes as a string. |
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2380 :param format: Serialization format (default: 'json'), defaulting to |
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2381 PROV-JSON. |
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2382 :return: Serialization in a string if no destination was given, |
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2383 None otherwise. |
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2384 """ |
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2385 serializer = serializers.get(format)(self) |
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2386 if destination is None: |
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2387 stream = io.StringIO() |
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2388 serializer.serialize(stream, **args) |
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2389 return stream.getvalue() |
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2390 if hasattr(destination, "write"): |
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2391 stream = destination |
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2392 serializer.serialize(stream, **args) |
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2393 else: |
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2394 location = destination |
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2395 scheme, netloc, path, params, _query, fragment = urlparse(location) |
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2396 if netloc != "": |
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2397 print("WARNING: not saving as location " + |
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2398 "is not a local file reference") |
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2399 return |
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2400 fd, name = tempfile.mkstemp() |
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2401 stream = os.fdopen(fd, "wb") |
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2402 serializer.serialize(stream, **args) |
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2403 stream.close() |
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2404 if hasattr(shutil, "move"): |
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2405 shutil.move(name, path) |
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2406 else: |
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2407 shutil.copy(name, path) |
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2408 os.remove(name) |
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2409 |
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2410 @staticmethod |
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2411 def deserialize(source=None, content=None, format='json', **args): |
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2412 """ |
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2413 Deserialize the :py:class:`ProvDocument` from source (a stream or a |
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2414 file path) or directly from a string content. |
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2415 |
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2416 Available serializers can be queried by the value of |
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2417 `:py:attr:~prov.serializers.Registry.serializers` after loading them via |
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2418 `:py:func:~prov.serializers.Registry.load_serializers()`. |
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2419 |
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2420 Note: Not all serializers support deserialization. |
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2421 |
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2422 :param source: Stream object to deserialize the PROV document from |
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2423 (default: None). |
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2424 :param content: String to deserialize the PROV document from |
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2425 (default: None). |
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2426 :param format: Serialization format (default: 'json'), defaulting to |
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2427 PROV-JSON. |
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2428 :return: :py:class:`ProvDocument` |
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2429 """ |
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2430 serializer = serializers.get(format)() |
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2431 |
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2432 if content is not None: |
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2433 # io.StringIO only accepts unicode strings |
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2434 stream = io.StringIO( |
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2435 content if not isinstance(content, six.binary_type) |
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2436 else content.decode() |
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2437 ) |
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2438 return serializer.deserialize(stream, **args) |
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2439 |
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2440 if source is not None: |
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2441 if hasattr(source, "read"): |
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2442 return serializer.deserialize(source, **args) |
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2443 else: |
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2444 with open(source) as f: |
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2445 return serializer.deserialize(f, **args) |
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2446 |
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2447 |
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2448 def sorted_attributes(element, attributes): |
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2449 """ |
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2450 Helper function sorting attributes into the order required by PROV-XML. |
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2451 |
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2452 :param element: The prov element used to derive the type and the |
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2453 attribute order for the type. |
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2454 :param attributes: The attributes to sort. |
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2455 """ |
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2456 attributes = list(attributes) |
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2457 order = list(PROV_REC_CLS[element].FORMAL_ATTRIBUTES) |
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2458 |
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2459 # Append label, location, role, type, and value attributes. This is |
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2460 # universal amongst all elements. |
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2461 order.extend([PROV_LABEL, PROV_LOCATION, PROV_ROLE, PROV_TYPE, |
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2462 PROV_VALUE]) |
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2463 |
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2464 # Sort function. The PROV XML specification talks about alphabetical |
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2465 # sorting. We now interpret it as sorting by tag including the prefix |
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2466 # first and then sorting by the text, also including the namespace |
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2467 # prefix if given. |
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2468 def sort_fct(x): |
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2469 return ( |
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2470 six.text_type(x[0]), |
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2471 six.text_type(x[1].value if hasattr(x[1], "value") else x[1]) |
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2472 ) |
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2473 |
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2474 sorted_elements = [] |
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2475 for item in order: |
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2476 this_type_list = [] |
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2477 for e in list(attributes): |
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2478 if e[0] != item: |
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2479 continue |
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2480 this_type_list.append(e) |
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2481 attributes.remove(e) |
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2482 this_type_list.sort(key=sort_fct) |
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2483 sorted_elements.extend(this_type_list) |
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2484 # Add remaining attributes. According to the spec, the other attributes |
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2485 # have a fixed alphabetical order. |
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2486 attributes.sort(key=sort_fct) |
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2487 sorted_elements.extend(attributes) |
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2488 |
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2489 return sorted_elements |