Mercurial > repos > guerler > springsuite
annotate planemo/lib/python3.7/site-packages/prov/serializers/provrdf.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 """PROV-RDF serializers for ProvDocument |
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2 """ |
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3 from __future__ import (absolute_import, division, print_function, |
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4 unicode_literals) |
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5 |
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6 import base64 |
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7 from collections import OrderedDict |
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8 import datetime |
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9 import io |
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10 |
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11 import dateutil.parser |
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12 import six |
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13 |
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14 from rdflib.term import URIRef, BNode |
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15 from rdflib.term import Literal as RDFLiteral |
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16 from rdflib.graph import ConjunctiveGraph |
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17 from rdflib.namespace import RDF, RDFS, XSD |
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18 |
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19 import prov.model as pm |
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20 from prov.constants import ( |
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21 PROV, PROV_ID_ATTRIBUTES_MAP, PROV_N_MAP, PROV_BASE_CLS, XSD_QNAME, |
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22 PROV_END, PROV_START, PROV_USAGE, PROV_GENERATION, PROV_DERIVATION, PROV_INVALIDATION, |
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23 PROV_ALTERNATE, PROV_MENTION, PROV_DELEGATION, PROV_ACTIVITY, PROV_ATTR_STARTTIME, |
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24 PROV_ATTR_ENDTIME, PROV_LOCATION, PROV_ATTR_TIME, PROV_ROLE, PROV_COMMUNICATION, |
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25 PROV_ATTR_INFORMANT, PROV_ATTR_RESPONSIBLE, PROV_ATTR_TRIGGER, PROV_ATTR_ENDER, |
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26 PROV_ATTR_STARTER, PROV_ATTR_USED_ENTITY) |
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27 from prov.serializers import Serializer, Error |
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28 |
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29 |
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30 __author__ = 'Satrajit S. Ghosh' |
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31 __email__ = 'satra@mit.edu' |
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32 |
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33 |
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34 class ProvRDFException(Error): |
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35 pass |
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36 |
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37 |
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38 class AnonymousIDGenerator: |
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39 def __init__(self): |
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40 self._cache = {} |
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41 self._count = 0 |
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42 |
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43 def get_anon_id(self, obj, local_prefix="id"): |
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44 if obj not in self._cache: |
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45 self._count += 1 |
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46 self._cache[obj] = pm.Identifier( |
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47 '_:%s%d' % (local_prefix, self._count) |
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48 ).uri |
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49 return self._cache[obj] |
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50 |
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51 |
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52 # Reverse map for prov.model.XSD_DATATYPE_PARSERS |
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53 LITERAL_XSDTYPE_MAP = { |
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54 float: XSD['double'], |
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55 int: XSD['int'], |
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56 six.text_type: XSD['string'], |
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57 # boolean, string values are supported natively by PROV-RDF |
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58 # datetime values are converted separately |
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59 } |
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60 |
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61 # Add long on Python 2 |
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62 if six.integer_types[-1] not in LITERAL_XSDTYPE_MAP: |
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63 LITERAL_XSDTYPE_MAP[six.integer_types[-1]] = XSD['long'] |
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64 |
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65 |
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66 def attr2rdf(attr): |
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67 return URIRef(PROV[PROV_ID_ATTRIBUTES_MAP[attr].split('prov:')[1]].uri) |
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68 |
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69 |
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70 def valid_qualified_name(bundle, value, xsd_qname=False): |
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71 if value is None: |
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72 return None |
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73 qualified_name = bundle.valid_qualified_name(value) |
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74 return qualified_name if not xsd_qname else XSD_QNAME(qualified_name) |
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75 |
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76 |
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77 class ProvRDFSerializer(Serializer): |
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78 """ |
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79 PROV-O serializer for :class:`~prov.model.ProvDocument` |
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80 """ |
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81 |
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82 def serialize(self, stream=None, rdf_format='trig', **kwargs): |
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83 """ |
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84 Serializes a :class:`~prov.model.ProvDocument` instance to |
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85 `PROV-O <https://www.w3.org/TR/prov-o/>`_. |
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86 |
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87 :param stream: Where to save the output. |
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88 :param rdf_format: The RDF format of the output, default to TRiG. |
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89 """ |
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90 container = self.encode_document(self.document) |
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91 newargs = kwargs.copy() |
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92 newargs['format'] = rdf_format |
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93 |
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94 if six.PY2: |
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95 buf = io.BytesIO() |
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96 try: |
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97 container.serialize(buf, **newargs) |
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98 buf.seek(0, 0) |
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99 # Right now this is a bytestream. If the object to stream to is |
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100 # a text object is must be decoded. We assume utf-8 here which |
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101 # should be fine for almost every case. |
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102 if isinstance(stream, io.TextIOBase): |
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103 stream.write(buf.read().decode('utf-8')) |
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104 else: |
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105 stream.write(buf.read()) |
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106 finally: |
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107 buf.close() |
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108 else: |
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109 buf = io.BytesIO() |
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110 try: |
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111 container.serialize(buf, **newargs) |
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112 buf.seek(0, 0) |
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113 # Right now this is a bytestream. If the object to stream to is |
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114 # a text object is must be decoded. We assume utf-8 here which |
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115 # should be fine for almost every case. |
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116 if isinstance(stream, io.TextIOBase): |
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117 stream.write(buf.read().decode('utf-8')) |
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118 else: |
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119 stream.write(buf.read()) |
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120 finally: |
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121 buf.close() |
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122 |
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123 def deserialize(self, stream, rdf_format='trig', **kwargs): |
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124 """ |
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125 Deserialize from the `PROV-O <https://www.w3.org/TR/prov-o/>`_ |
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126 representation to a :class:`~prov.model.ProvDocument` instance. |
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127 |
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128 :param stream: Input data. |
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129 :param rdf_format: The RDF format of the input data, default: TRiG. |
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130 """ |
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131 newargs = kwargs.copy() |
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132 newargs['format'] = rdf_format |
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133 container = ConjunctiveGraph() |
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134 container.parse(stream, **newargs) |
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135 document = pm.ProvDocument() |
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136 self.document = document |
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137 self.decode_document(container, document) |
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138 return document |
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139 |
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140 def valid_identifier(self, value): |
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141 return self.document.valid_qualified_name(value) |
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142 |
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143 def encode_rdf_representation(self, value): |
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144 if isinstance(value, URIRef): |
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145 return value |
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146 elif isinstance(value, pm.Literal): |
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147 return literal_rdf_representation(value) |
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148 elif isinstance(value, datetime.datetime): |
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149 return RDFLiteral(value.isoformat(), datatype=XSD['dateTime']) |
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150 elif isinstance(value, pm.QualifiedName): |
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151 return URIRef(value.uri) |
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152 elif isinstance(value, pm.Identifier): |
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153 return RDFLiteral(value.uri, datatype=XSD['anyURI']) |
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154 elif type(value) in LITERAL_XSDTYPE_MAP: |
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155 return RDFLiteral(value, datatype=LITERAL_XSDTYPE_MAP[type(value)]) |
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156 else: |
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157 return RDFLiteral(value) |
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158 |
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159 def decode_rdf_representation(self, literal, graph): |
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160 if isinstance(literal, RDFLiteral): |
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161 value = literal.value if literal.value is not None else literal |
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162 datatype = literal.datatype if hasattr(literal, 'datatype') else None |
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163 langtag = literal.language if hasattr(literal, 'language') else None |
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164 if datatype and 'XMLLiteral' in datatype: |
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165 value = literal |
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166 if datatype and 'base64Binary' in datatype: |
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167 value = base64.standard_b64encode(value) |
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168 if datatype == XSD['QName']: |
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169 return pm.Literal(literal, datatype=XSD_QNAME) |
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170 if datatype == XSD['dateTime']: |
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171 return dateutil.parser.parse(literal) |
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172 if datatype == XSD['gYear']: |
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173 return pm.Literal(dateutil.parser.parse(literal).year, |
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174 datatype=self.valid_identifier(datatype)) |
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175 if datatype == XSD['gYearMonth']: |
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176 parsed_info = dateutil.parser.parse(literal) |
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177 return pm.Literal('{0}-{1:02d}'.format(parsed_info.year, parsed_info.month), |
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178 datatype=self.valid_identifier(datatype)) |
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179 else: |
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180 # The literal of standard Python types is not converted here |
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181 # It will be automatically converted when added to a record by |
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182 # _auto_literal_conversion() |
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183 return pm.Literal(value, self.valid_identifier(datatype), langtag) |
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184 elif isinstance(literal, URIRef): |
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185 rval = self.valid_identifier(literal) |
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186 if rval is None: |
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187 prefix, iri, _ = graph.namespace_manager.compute_qname(literal) |
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188 ns = self.document.add_namespace(prefix, iri) |
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189 rval = pm.QualifiedName(ns, literal.replace(ns.uri, '')) |
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190 return rval |
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191 else: |
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192 # simple type, just return it |
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193 return literal |
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194 |
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195 def encode_document(self, document): |
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196 container = self.encode_container(document) |
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197 for item in document.bundles: |
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198 # encoding the sub-bundle |
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199 bundle = self.encode_container(item, identifier=item.identifier.uri) |
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200 container.addN(bundle.quads()) |
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201 return container |
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202 |
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203 def encode_container(self, bundle, container=None, identifier=None): |
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204 if container is None: |
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205 container = ConjunctiveGraph(identifier=identifier) |
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206 nm = container.namespace_manager |
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207 nm.bind('prov', PROV.uri) |
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208 |
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209 for namespace in bundle.namespaces: |
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210 container.bind(namespace.prefix, namespace.uri) |
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211 |
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212 id_generator = AnonymousIDGenerator() |
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213 real_or_anon_id = lambda record: record._identifier.uri if \ |
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214 record._identifier else id_generator.get_anon_id(record) |
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215 |
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216 for record in bundle._records: |
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217 rec_type = record.get_type() |
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218 if hasattr(record, 'identifier') and record.identifier: |
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219 identifier = URIRef(six.text_type(real_or_anon_id(record))) |
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220 container.add((identifier, RDF.type, URIRef(rec_type.uri))) |
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221 else: |
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222 identifier = None |
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223 if record.attributes: |
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224 bnode = None |
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225 formal_objects = [] |
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226 used_objects = [] |
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227 all_attributes = list(record.formal_attributes) + list(record.attributes) |
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228 formal_qualifiers = False |
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229 for attrid, (attr, value) in enumerate(list(record.formal_attributes)): |
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230 if (identifier is not None and value is not None) or \ |
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231 (identifier is None and value is not None and attrid > 1): |
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232 formal_qualifiers = True |
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233 has_qualifiers = len(record.extra_attributes) > 0 or formal_qualifiers |
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234 for idx, (attr, value) in enumerate(all_attributes): |
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235 if record.is_relation(): |
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236 pred = URIRef(PROV[PROV_N_MAP[rec_type]].uri) |
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237 # create bnode relation |
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238 if bnode is None: |
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239 valid_formal_indices = set() |
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240 for idx, (key, val) in enumerate(record.formal_attributes): |
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241 formal_objects.append(key) |
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242 if val: |
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243 valid_formal_indices.add(idx) |
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244 used_objects = [record.formal_attributes[0][0]] |
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245 subj = None |
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246 if record.formal_attributes[0][1]: |
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247 subj = URIRef(record.formal_attributes[0][1].uri) |
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248 if identifier is None and subj is not None: |
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249 try: |
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250 obj_val = record.formal_attributes[1][1] |
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251 obj_attr = URIRef(record.formal_attributes[1][0].uri) |
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252 # TODO: Why is obj_attr above not used anywhere? |
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253 except IndexError: |
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254 obj_val = None |
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255 if obj_val and (rec_type not in {PROV_END, |
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256 PROV_START, |
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257 PROV_USAGE, |
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258 PROV_GENERATION, |
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259 PROV_DERIVATION, |
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260 PROV_INVALIDATION} or |
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261 (valid_formal_indices == {0, 1} and |
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262 len(record.extra_attributes) == 0)): |
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263 used_objects.append(record.formal_attributes[1][0]) |
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264 obj_val = self.encode_rdf_representation(obj_val) |
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265 if rec_type == PROV_ALTERNATE: |
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266 subj, obj_val = obj_val, subj |
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267 container.add((subj, pred, obj_val)) |
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268 if rec_type == PROV_MENTION: |
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269 if record.formal_attributes[2][1]: |
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270 used_objects.append(record.formal_attributes[2][0]) |
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271 obj_val = self.encode_rdf_representation(record.formal_attributes[2][1]) |
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272 container.add((subj, URIRef(PROV['asInBundle'].uri), obj_val)) |
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273 has_qualifiers = False |
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274 if rec_type in [PROV_ALTERNATE]: |
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275 continue |
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276 if subj and (has_qualifiers or identifier): |
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277 qualifier = rec_type._localpart |
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278 rec_uri = rec_type.uri |
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279 for attr_name, val in record.extra_attributes: |
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280 if attr_name == PROV['type']: |
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281 if PROV['Revision'] == val or \ |
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282 PROV['Quotation'] == val or \ |
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283 PROV['PrimarySource'] == val: |
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284 qualifier = val._localpart |
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285 rec_uri = val.uri |
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286 if identifier is not None: |
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287 container.remove((identifier, |
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288 RDF.type, |
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289 URIRef(rec_type.uri))) |
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290 QRole = URIRef(PROV['qualified' + qualifier].uri) |
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291 if identifier is not None: |
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292 container.add((subj, QRole, identifier)) |
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293 else: |
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294 bnode = identifier = BNode() |
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295 container.add((subj, QRole, identifier)) |
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296 container.add( |
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297 (identifier, RDF.type, URIRef(rec_uri)) |
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298 ) # reset identifier to BNode |
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299 if value is not None and attr not in used_objects: |
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300 if attr in formal_objects: |
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301 pred = attr2rdf(attr) |
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302 elif attr == PROV['role']: |
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303 pred = URIRef(PROV['hadRole'].uri) |
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304 elif attr == PROV['plan']: |
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305 pred = URIRef(PROV['hadPlan'].uri) |
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306 elif attr == PROV['type']: |
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307 pred = RDF.type |
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308 elif attr == PROV['label']: |
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309 pred = RDFS.label |
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310 elif isinstance(attr, pm.QualifiedName): |
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311 pred = URIRef(attr.uri) |
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312 else: |
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313 pred = self.encode_rdf_representation(attr) |
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314 if PROV['plan'].uri in pred: |
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315 pred = URIRef(PROV['hadPlan'].uri) |
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316 if PROV['informant'].uri in pred: |
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317 pred = URIRef(PROV['activity'].uri) |
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318 if PROV['responsible'].uri in pred: |
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319 pred = URIRef(PROV['agent'].uri) |
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320 if rec_type == PROV_DELEGATION and PROV['activity'].uri in pred: |
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321 pred = URIRef(PROV['hadActivity'].uri) |
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322 if (rec_type in [PROV_END, PROV_START] and PROV['trigger'].uri in pred) or\ |
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323 (rec_type in [PROV_USAGE] and PROV['used'].uri in pred): |
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324 pred = URIRef(PROV['entity'].uri) |
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325 if rec_type in [PROV_GENERATION, PROV_END, |
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326 PROV_START, PROV_USAGE, |
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327 PROV_INVALIDATION]: |
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328 if PROV['time'].uri in pred: |
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329 pred = URIRef(PROV['atTime'].uri) |
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330 if PROV['ender'].uri in pred: |
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331 pred = URIRef(PROV['hadActivity'].uri) |
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332 if PROV['starter'].uri in pred: |
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333 pred = URIRef(PROV['hadActivity'].uri) |
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334 if PROV['location'].uri in pred: |
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335 pred = URIRef(PROV['atLocation'].uri) |
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336 if rec_type in [PROV_ACTIVITY]: |
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337 if PROV_ATTR_STARTTIME in pred: |
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338 pred = URIRef(PROV['startedAtTime'].uri) |
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339 if PROV_ATTR_ENDTIME in pred: |
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340 pred = URIRef(PROV['endedAtTime'].uri) |
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341 if rec_type == PROV_DERIVATION: |
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342 if PROV['activity'].uri in pred: |
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343 pred = URIRef(PROV['hadActivity'].uri) |
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344 if PROV['generation'].uri in pred: |
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345 pred = URIRef(PROV['hadGeneration'].uri) |
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346 if PROV['usage'].uri in pred: |
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347 pred = URIRef(PROV['hadUsage'].uri) |
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348 if PROV['usedEntity'].uri in pred: |
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349 pred = URIRef(PROV['entity'].uri) |
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350 container.add((identifier, pred, |
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351 self.encode_rdf_representation(value))) |
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352 continue |
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353 if value is None: |
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354 continue |
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355 if isinstance(value, pm.ProvRecord): |
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356 obj = URIRef(six.text_type(real_or_anon_id(value))) |
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357 else: |
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358 # Assuming this is a datetime value |
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359 obj = self.encode_rdf_representation(value) |
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360 if attr == PROV['location']: |
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361 pred = URIRef(PROV['atLocation'].uri) |
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362 if False and isinstance(value, (URIRef, pm.QualifiedName)): |
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363 if isinstance(value, pm.QualifiedName): |
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364 value = URIRef(value.uri) |
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365 container.add((identifier, pred, value)) |
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366 else: |
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367 container.add((identifier, pred, |
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368 self.encode_rdf_representation(obj))) |
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369 continue |
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370 if attr == PROV['type']: |
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371 pred = RDF.type |
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372 elif attr == PROV['label']: |
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373 pred = RDFS.label |
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374 elif attr == PROV_ATTR_STARTTIME: |
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375 pred = URIRef(PROV['startedAtTime'].uri) |
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376 elif attr == PROV_ATTR_ENDTIME: |
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377 pred = URIRef(PROV['endedAtTime'].uri) |
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378 else: |
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379 pred = self.encode_rdf_representation(attr) |
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380 container.add((identifier, pred, obj)) |
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381 return container |
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382 |
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383 def decode_document(self, content, document): |
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384 for prefix, url in content.namespaces(): |
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385 document.add_namespace(prefix, six.text_type(url)) |
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386 if hasattr(content, 'contexts'): |
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387 for graph in content.contexts(): |
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388 if isinstance(graph.identifier, BNode): |
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389 self.decode_container(graph, document) |
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390 else: |
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391 bundle_id = six.text_type(graph.identifier) |
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392 bundle = document.bundle(bundle_id) |
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393 self.decode_container(graph, bundle) |
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394 else: |
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395 self.decode_container(content, document) |
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396 |
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397 def decode_container(self, graph, bundle): |
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398 ids = {} |
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399 PROV_CLS_MAP = {} |
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400 formal_attributes = {} |
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401 unique_sets = {} |
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402 for key, val in PROV_BASE_CLS.items(): |
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403 PROV_CLS_MAP[key.uri] = PROV_BASE_CLS[key] |
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404 relation_mapper = {URIRef(PROV['alternateOf'].uri): 'alternate', |
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405 URIRef(PROV['actedOnBehalfOf'].uri): 'delegation', |
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406 URIRef(PROV['specializationOf'].uri): 'specialization', |
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407 URIRef(PROV['mentionOf'].uri): 'mention', |
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408 URIRef(PROV['wasAssociatedWith'].uri): 'association', |
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409 URIRef(PROV['wasDerivedFrom'].uri): 'derivation', |
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410 URIRef(PROV['wasAttributedTo'].uri): 'attribution', |
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411 URIRef(PROV['wasInformedBy'].uri): 'communication', |
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412 URIRef(PROV['wasGeneratedBy'].uri): 'generation', |
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413 URIRef(PROV['wasInfluencedBy'].uri): 'influence', |
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414 URIRef(PROV['wasInvalidatedBy'].uri): 'invalidation', |
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415 URIRef(PROV['wasEndedBy'].uri): 'end', |
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416 URIRef(PROV['wasStartedBy'].uri): 'start', |
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417 URIRef(PROV['hadMember'].uri): 'membership', |
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418 URIRef(PROV['used'].uri): 'usage', |
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419 } |
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420 predicate_mapper = {RDFS.label: pm.PROV['label'], |
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421 URIRef(PROV['atLocation'].uri): PROV_LOCATION, |
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422 URIRef(PROV['startedAtTime'].uri): PROV_ATTR_STARTTIME, |
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423 URIRef(PROV['endedAtTime'].uri): PROV_ATTR_ENDTIME, |
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424 URIRef(PROV['atTime'].uri): PROV_ATTR_TIME, |
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425 URIRef(PROV['hadRole'].uri): PROV_ROLE, |
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426 URIRef(PROV['hadPlan'].uri): pm.PROV_ATTR_PLAN, |
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427 URIRef(PROV['hadUsage'].uri): pm.PROV_ATTR_USAGE, |
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428 URIRef(PROV['hadGeneration'].uri): pm.PROV_ATTR_GENERATION, |
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429 URIRef(PROV['hadActivity'].uri): pm.PROV_ATTR_ACTIVITY, |
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430 } |
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431 other_attributes = {} |
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432 for stmt in graph.triples((None, RDF.type, None)): |
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433 id = six.text_type(stmt[0]) |
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434 obj = six.text_type(stmt[2]) |
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435 if obj in PROV_CLS_MAP: |
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436 if not isinstance(stmt[0], BNode) and self.valid_identifier(id) is None: |
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437 prefix, iri, _ = graph.namespace_manager.compute_qname(id) |
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438 self.document.add_namespace(prefix, iri) |
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439 try: |
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440 prov_obj = PROV_CLS_MAP[obj] |
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441 except AttributeError: |
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442 prov_obj = None |
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443 add_attr = True |
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444 isderivation = pm.PROV['Revision'].uri in stmt[2] or \ |
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445 pm.PROV['Quotation'].uri in stmt[2] or \ |
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446 pm.PROV['PrimarySource'].uri in stmt[2] |
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447 if id not in ids and prov_obj and (prov_obj.uri == obj or |
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448 isderivation or |
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449 isinstance(stmt[0], BNode)): |
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450 ids[id] = prov_obj |
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451 klass = pm.PROV_REC_CLS[prov_obj] |
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452 formal_attributes[id] = OrderedDict([(key, None) for key in klass.FORMAL_ATTRIBUTES]) |
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453 unique_sets[id] = OrderedDict([(key, []) for key in klass.FORMAL_ATTRIBUTES]) |
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454 add_attr = False or ((isinstance(stmt[0], BNode) or isderivation) and prov_obj.uri != obj) |
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455 if add_attr: |
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456 if id not in other_attributes: |
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457 other_attributes[id] = [] |
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458 obj_formatted = self.decode_rdf_representation(stmt[2], graph) |
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459 other_attributes[id].append((pm.PROV['type'], obj_formatted)) |
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460 else: |
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461 if id not in other_attributes: |
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462 other_attributes[id] = [] |
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463 obj = self.decode_rdf_representation(stmt[2], graph) |
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464 other_attributes[id].append((pm.PROV['type'], obj)) |
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465 for id, pred, obj in graph: |
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466 id = six.text_type(id) |
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467 if id not in other_attributes: |
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468 other_attributes[id] = [] |
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469 if pred == RDF.type: |
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470 continue |
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471 if pred in relation_mapper: |
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472 if 'alternateOf' in pred: |
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473 getattr(bundle, relation_mapper[pred])(obj, id) |
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474 elif 'mentionOf' in pred: |
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475 mentionBundle = None |
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476 for stmt in graph.triples((URIRef(id), URIRef(pm.PROV['asInBundle'].uri), None)): |
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477 mentionBundle = stmt[2] |
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478 getattr(bundle, relation_mapper[pred])(id, six.text_type(obj), mentionBundle) |
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479 elif 'actedOnBehalfOf' in pred or 'wasAssociatedWith' in pred: |
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480 qualifier = 'qualified' + relation_mapper[pred].upper()[0] + relation_mapper[pred][1:] |
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481 qualifier_bnode = None |
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482 for stmt in graph.triples((URIRef(id), URIRef(pm.PROV[qualifier].uri), None)): |
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483 qualifier_bnode = stmt[2] |
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484 if qualifier_bnode is None: |
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485 getattr(bundle, relation_mapper[pred])(id, six.text_type(obj)) |
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486 else: |
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487 fakeys = list(formal_attributes[six.text_type(qualifier_bnode)].keys()) |
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488 formal_attributes[six.text_type(qualifier_bnode)][fakeys[0]] = id |
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489 formal_attributes[six.text_type(qualifier_bnode)][fakeys[1]] = six.text_type(obj) |
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490 else: |
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491 getattr(bundle, relation_mapper[pred])(id, six.text_type(obj)) |
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492 elif id in ids: |
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493 obj1 = self.decode_rdf_representation(obj, graph) |
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494 if obj is not None and obj1 is None: |
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495 raise ValueError(('Error transforming', obj)) |
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496 pred_new = pred |
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497 if pred in predicate_mapper: |
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498 pred_new = predicate_mapper[pred] |
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499 if ids[id] == PROV_COMMUNICATION and 'activity' in six.text_type(pred_new): |
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500 pred_new = PROV_ATTR_INFORMANT |
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501 if ids[id] == PROV_DELEGATION and 'agent' in six.text_type(pred_new): |
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502 pred_new = PROV_ATTR_RESPONSIBLE |
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503 if ids[id] in [PROV_END, PROV_START] and 'entity' in six.text_type(pred_new): |
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504 pred_new = PROV_ATTR_TRIGGER |
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505 if ids[id] in [PROV_END] and 'activity' in six.text_type(pred_new): |
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506 pred_new = PROV_ATTR_ENDER |
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507 if ids[id] in [PROV_START] and 'activity' in six.text_type(pred_new): |
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508 pred_new = PROV_ATTR_STARTER |
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509 if ids[id] == PROV_DERIVATION and 'entity' in six.text_type(pred_new): |
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510 pred_new = PROV_ATTR_USED_ENTITY |
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511 if six.text_type(pred_new) in [val.uri for val in formal_attributes[id]]: |
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512 qname_key = self.valid_identifier(pred_new) |
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513 formal_attributes[id][qname_key] = obj1 |
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514 unique_sets[id][qname_key].append(obj1) |
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515 if len(unique_sets[id][qname_key]) > 1: |
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516 formal_attributes[id][qname_key] = None |
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517 else: |
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518 if 'qualified' not in six.text_type(pred_new) and \ |
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519 'asInBundle' not in six.text_type(pred_new): |
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520 other_attributes[id].append((six.text_type(pred_new), obj1)) |
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521 local_key = six.text_type(obj) |
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522 if local_key in ids: |
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523 if 'qualified' in pred: |
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524 formal_attributes[local_key][list(formal_attributes[local_key].keys())[0]] = id |
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525 for id in ids: |
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526 attrs = None |
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527 if id in other_attributes: |
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528 attrs = other_attributes[id] |
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529 items_to_walk = [] |
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530 for qname, values in unique_sets[id].items(): |
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531 if values and len(values) > 1: |
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532 items_to_walk.append((qname, values)) |
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533 if items_to_walk: |
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534 for subset in list(walk(items_to_walk)): |
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535 for key, value in subset.items(): |
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536 formal_attributes[id][key] = value |
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537 bundle.new_record(ids[id], id, formal_attributes[id], attrs) |
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538 else: |
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539 bundle.new_record(ids[id], id, formal_attributes[id], attrs) |
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540 ids[id] = None |
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541 if attrs is not None: |
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542 other_attributes[id] = [] |
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543 for key, val in other_attributes.items(): |
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544 if val: |
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545 ids[key].add_attributes(val) |
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546 |
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547 |
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548 def walk(children, level=0, path=None, usename=True): |
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549 """Generate all the full paths in a tree, as a dict. |
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550 |
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551 :Example: |
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552 |
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553 >>> from prov.serializers.provrdf import walk |
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554 >>> iterables = [('a', lambda: [1, 2]), ('b', lambda: [3, 4])] |
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555 >>> [val['a'] for val in walk(iterables)] |
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556 [1, 1, 2, 2] |
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557 >>> [val['b'] for val in walk(iterables)] |
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558 [3, 4, 3, 4] |
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559 """ |
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560 # Entry point |
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561 if level == 0: |
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562 path = {} |
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563 # Exit condition |
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564 if not children: |
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565 yield path.copy() |
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566 return |
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567 # Tree recursion |
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568 head, tail = children[0], children[1:] |
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569 name, func = head |
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570 for child in func: |
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571 # We can use the arg name or the tree level as a key |
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572 if usename: |
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573 path[name] = child |
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574 else: |
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575 path[level] = child |
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576 # Recurse into the next level |
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577 for child_paths in walk(tail, level + 1, path, usename): |
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578 yield child_paths |
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579 |
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580 |
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581 def literal_rdf_representation(literal): |
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582 value = six.text_type(literal.value) if literal.value else literal |
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583 if literal.langtag: |
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584 # a language tag can only go with prov:InternationalizedString |
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585 return RDFLiteral(value, lang=str(literal.langtag)) |
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586 else: |
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587 datatype = literal.datatype |
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588 if 'base64Binary' in datatype.uri: |
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589 if six.PY2: |
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590 value = base64.standard_b64encode(value) |
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591 else: |
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592 value = literal.value.encode() |
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593 return RDFLiteral(value, datatype=datatype.uri) |