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mindinsight_lineage_pb2.py 51 kB

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  1. # Generated by the protocol buffer compiler. DO NOT EDIT!
  2. # source: mindinsight_lineage.proto
  3. import sys
  4. _b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
  5. from google.protobuf import descriptor as _descriptor
  6. from google.protobuf import message as _message
  7. from google.protobuf import reflection as _reflection
  8. from google.protobuf import symbol_database as _symbol_database
  9. from google.protobuf import descriptor_pb2
  10. # @@protoc_insertion_point(imports)
  11. _sym_db = _symbol_database.Default()
  12. DESCRIPTOR = _descriptor.FileDescriptor(
  13. name='mindinsight_lineage.proto',
  14. package='mindinsight',
  15. syntax='proto2',
  16. serialized_pb=_b('\n\x19mindinsight_lineage.proto\x12\x0bmindinsight\"\xab\x02\n\x0cLineageEvent\x12\x11\n\twall_time\x18\x01 \x02(\x01\x12\x0c\n\x04step\x18\x02 \x01(\x03\x12\x11\n\x07version\x18\x03 \x01(\tH\x00\x12\x32\n\rtrain_lineage\x18\x06 \x01(\x0b\x32\x19.mindinsight.TrainLineageH\x00\x12<\n\x12\x65valuation_lineage\x18\x07 \x01(\x0b\x32\x1e.mindinsight.EvaluationLineageH\x00\x12\x32\n\rdataset_graph\x18\t \x01(\x0b\x32\x19.mindinsight.DatasetGraphH\x00\x12\x39\n\x11user_defined_info\x18\n \x01(\x0b\x32\x1c.mindinsight.UserDefinedInfoH\x00\x42\x06\n\x04what\"\x9a\x04\n\x0fUserDefinedInfo\x12/\n\tuser_info\x18\x01 \x03(\x0b\x32\x1c.mindinsight.UserDefinedInfo\x12;\n\x08map_dict\x18\x02 \x03(\x0b\x32).mindinsight.UserDefinedInfo.MapDictEntry\x12=\n\tmap_int32\x18\x03 \x03(\x0b\x32*.mindinsight.UserDefinedInfo.MapInt32Entry\x12\x39\n\x07map_str\x18\x04 \x03(\x0b\x32(.mindinsight.UserDefinedInfo.MapStrEntry\x12?\n\nmap_double\x18\x05 \x03(\x0b\x32+.mindinsight.UserDefinedInfo.MapDoubleEntry\x1aL\n\x0cMapDictEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12+\n\x05value\x18\x02 \x01(\x0b\x32\x1c.mindinsight.UserDefinedInfo:\x02\x38\x01\x1a/\n\rMapInt32Entry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x05:\x02\x38\x01\x1a-\n\x0bMapStrEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\x1a\x30\n\x0eMapDoubleEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x01:\x02\x38\x01\"\xb6\x04\n\x0cTrainLineage\x12\x43\n\x10hyper_parameters\x18\x01 \x01(\x0b\x32).mindinsight.TrainLineage.HyperParameters\x12=\n\rtrain_dataset\x18\x02 \x01(\x0b\x32&.mindinsight.TrainLineage.TrainDataset\x12\x36\n\talgorithm\x18\x03 \x01(\x0b\x32#.mindinsight.TrainLineage.Algorithm\x12.\n\x05model\x18\x04 \x01(\x0b\x32\x1f.mindinsight.TrainLineage.Model\x1a\xa0\x01\n\x0fHyperParameters\x12\x11\n\toptimizer\x18\x01 \x01(\t\x12\x15\n\rlearning_rate\x18\x02 \x01(\x02\x12\x15\n\rloss_function\x18\x03 \x01(\t\x12\r\n\x05\x65poch\x18\x04 \x01(\x05\x12\x15\n\rparallel_mode\x18\x05 \x01(\t\x12\x12\n\ndevice_num\x18\x06 \x01(\x05\x12\x12\n\nbatch_size\x18\x08 \x01(\x05\x1a\x46\n\x0cTrainDataset\x12\x1a\n\x12train_dataset_path\x18\x01 \x01(\t\x12\x1a\n\x12train_dataset_size\x18\x02 \x01(\x05\x1a*\n\tAlgorithm\x12\x0f\n\x07network\x18\x01 \x01(\t\x12\x0c\n\x04loss\x18\x02 \x01(\x02\x1a#\n\x05Model\x12\x0c\n\x04path\x18\x03 \x01(\t\x12\x0c\n\x04size\x18\x04 \x01(\x03\"\xaf\x01\n\x11\x45valuationLineage\x12\x0e\n\x06metric\x18\x02 \x01(\t\x12\x42\n\rvalid_dataset\x18\x03 \x01(\x0b\x32+.mindinsight.EvaluationLineage.ValidDataset\x1a\x46\n\x0cValidDataset\x12\x1a\n\x12valid_dataset_path\x18\x01 \x01(\t\x12\x1a\n\x12valid_dataset_size\x18\x02 \x01(\x05\"\xc4\x01\n\x0c\x44\x61tasetGraph\x12+\n\x08\x63hildren\x18\x01 \x03(\x0b\x32\x19.mindinsight.DatasetGraph\x12\x32\n\tparameter\x18\x02 \x01(\x0b\x32\x1f.mindinsight.OperationParameter\x12*\n\noperations\x18\x03 \x03(\x0b\x32\x16.mindinsight.Operation\x12\'\n\x07sampler\x18\x04 \x01(\x0b\x32\x16.mindinsight.Operation\"c\n\tOperation\x12\x37\n\x0eoperationParam\x18\x01 \x01(\x0b\x32\x1f.mindinsight.OperationParameter\x12\x0c\n\x04size\x18\x02 \x03(\x05\x12\x0f\n\x07weights\x18\x03 \x03(\x02\"\xde\x04\n\x12OperationParameter\x12;\n\x06mapStr\x18\x01 \x03(\x0b\x32+.mindinsight.OperationParameter.MapStrEntry\x12\x43\n\nmapStrList\x18\x02 \x03(\x0b\x32/.mindinsight.OperationParameter.MapStrListEntry\x12=\n\x07mapBool\x18\x03 \x03(\x0b\x32,.mindinsight.OperationParameter.MapBoolEntry\x12;\n\x06mapInt\x18\x04 \x03(\x0b\x32+.mindinsight.OperationParameter.MapIntEntry\x12\x41\n\tmapDouble\x18\x05 \x03(\x0b\x32..mindinsight.OperationParameter.MapDoubleEntry\x1a-\n\x0bMapStrEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\x1aG\n\x0fMapStrListEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12#\n\x05value\x18\x02 \x01(\x0b\x32\x14.mindinsight.StrList:\x02\x38\x01\x1a.\n\x0cMapBoolEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x08:\x02\x38\x01\x1a-\n\x0bMapIntEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x05:\x02\x38\x01\x1a\x30\n\x0eMapDoubleEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\x01:\x02\x38\x01\"\x1b\n\x07StrList\x12\x10\n\x08strValue\x18\x01 \x03(\tB\x03\xf8\x01\x01')
  17. )
  18. _sym_db.RegisterFileDescriptor(DESCRIPTOR)
  19. _LINEAGEEVENT = _descriptor.Descriptor(
  20. name='LineageEvent',
  21. full_name='mindinsight.LineageEvent',
  22. filename=None,
  23. file=DESCRIPTOR,
  24. containing_type=None,
  25. fields=[
  26. _descriptor.FieldDescriptor(
  27. name='wall_time', full_name='mindinsight.LineageEvent.wall_time', index=0,
  28. number=1, type=1, cpp_type=5, label=2,
  29. has_default_value=False, default_value=float(0),
  30. message_type=None, enum_type=None, containing_type=None,
  31. is_extension=False, extension_scope=None,
  32. options=None),
  33. _descriptor.FieldDescriptor(
  34. name='step', full_name='mindinsight.LineageEvent.step', index=1,
  35. number=2, type=3, cpp_type=2, label=1,
  36. has_default_value=False, default_value=0,
  37. message_type=None, enum_type=None, containing_type=None,
  38. is_extension=False, extension_scope=None,
  39. options=None),
  40. _descriptor.FieldDescriptor(
  41. name='version', full_name='mindinsight.LineageEvent.version', index=2,
  42. number=3, type=9, cpp_type=9, label=1,
  43. has_default_value=False, default_value=_b("").decode('utf-8'),
  44. message_type=None, enum_type=None, containing_type=None,
  45. is_extension=False, extension_scope=None,
  46. options=None),
  47. _descriptor.FieldDescriptor(
  48. name='train_lineage', full_name='mindinsight.LineageEvent.train_lineage', index=3,
  49. number=6, type=11, cpp_type=10, label=1,
  50. has_default_value=False, default_value=None,
  51. message_type=None, enum_type=None, containing_type=None,
  52. is_extension=False, extension_scope=None,
  53. options=None),
  54. _descriptor.FieldDescriptor(
  55. name='evaluation_lineage', full_name='mindinsight.LineageEvent.evaluation_lineage', index=4,
  56. number=7, type=11, cpp_type=10, label=1,
  57. has_default_value=False, default_value=None,
  58. message_type=None, enum_type=None, containing_type=None,
  59. is_extension=False, extension_scope=None,
  60. options=None),
  61. _descriptor.FieldDescriptor(
  62. name='dataset_graph', full_name='mindinsight.LineageEvent.dataset_graph', index=5,
  63. number=9, type=11, cpp_type=10, label=1,
  64. has_default_value=False, default_value=None,
  65. message_type=None, enum_type=None, containing_type=None,
  66. is_extension=False, extension_scope=None,
  67. options=None),
  68. _descriptor.FieldDescriptor(
  69. name='user_defined_info', full_name='mindinsight.LineageEvent.user_defined_info', index=6,
  70. number=10, type=11, cpp_type=10, label=1,
  71. has_default_value=False, default_value=None,
  72. message_type=None, enum_type=None, containing_type=None,
  73. is_extension=False, extension_scope=None,
  74. options=None),
  75. ],
  76. extensions=[
  77. ],
  78. nested_types=[],
  79. enum_types=[
  80. ],
  81. options=None,
  82. is_extendable=False,
  83. syntax='proto2',
  84. extension_ranges=[],
  85. oneofs=[
  86. _descriptor.OneofDescriptor(
  87. name='what', full_name='mindinsight.LineageEvent.what',
  88. index=0, containing_type=None, fields=[]),
  89. ],
  90. serialized_start=43,
  91. serialized_end=342,
  92. )
  93. _USERDEFINEDINFO_MAPDICTENTRY = _descriptor.Descriptor(
  94. name='MapDictEntry',
  95. full_name='mindinsight.UserDefinedInfo.MapDictEntry',
  96. filename=None,
  97. file=DESCRIPTOR,
  98. containing_type=None,
  99. fields=[
  100. _descriptor.FieldDescriptor(
  101. name='key', full_name='mindinsight.UserDefinedInfo.MapDictEntry.key', index=0,
  102. number=1, type=9, cpp_type=9, label=1,
  103. has_default_value=False, default_value=_b("").decode('utf-8'),
  104. message_type=None, enum_type=None, containing_type=None,
  105. is_extension=False, extension_scope=None,
  106. options=None),
  107. _descriptor.FieldDescriptor(
  108. name='value', full_name='mindinsight.UserDefinedInfo.MapDictEntry.value', index=1,
  109. number=2, type=11, cpp_type=10, label=1,
  110. has_default_value=False, default_value=None,
  111. message_type=None, enum_type=None, containing_type=None,
  112. is_extension=False, extension_scope=None,
  113. options=None),
  114. ],
  115. extensions=[
  116. ],
  117. nested_types=[],
  118. enum_types=[
  119. ],
  120. options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
  121. is_extendable=False,
  122. syntax='proto2',
  123. extension_ranges=[],
  124. oneofs=[
  125. ],
  126. serialized_start=661,
  127. serialized_end=737,
  128. )
  129. _USERDEFINEDINFO_MAPINT32ENTRY = _descriptor.Descriptor(
  130. name='MapInt32Entry',
  131. full_name='mindinsight.UserDefinedInfo.MapInt32Entry',
  132. filename=None,
  133. file=DESCRIPTOR,
  134. containing_type=None,
  135. fields=[
  136. _descriptor.FieldDescriptor(
  137. name='key', full_name='mindinsight.UserDefinedInfo.MapInt32Entry.key', index=0,
  138. number=1, type=9, cpp_type=9, label=1,
  139. has_default_value=False, default_value=_b("").decode('utf-8'),
  140. message_type=None, enum_type=None, containing_type=None,
  141. is_extension=False, extension_scope=None,
  142. options=None),
  143. _descriptor.FieldDescriptor(
  144. name='value', full_name='mindinsight.UserDefinedInfo.MapInt32Entry.value', index=1,
  145. number=2, type=5, cpp_type=1, label=1,
  146. has_default_value=False, default_value=0,
  147. message_type=None, enum_type=None, containing_type=None,
  148. is_extension=False, extension_scope=None,
  149. options=None),
  150. ],
  151. extensions=[
  152. ],
  153. nested_types=[],
  154. enum_types=[
  155. ],
  156. options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
  157. is_extendable=False,
  158. syntax='proto2',
  159. extension_ranges=[],
  160. oneofs=[
  161. ],
  162. serialized_start=739,
  163. serialized_end=786,
  164. )
  165. _USERDEFINEDINFO_MAPSTRENTRY = _descriptor.Descriptor(
  166. name='MapStrEntry',
  167. full_name='mindinsight.UserDefinedInfo.MapStrEntry',
  168. filename=None,
  169. file=DESCRIPTOR,
  170. containing_type=None,
  171. fields=[
  172. _descriptor.FieldDescriptor(
  173. name='key', full_name='mindinsight.UserDefinedInfo.MapStrEntry.key', index=0,
  174. number=1, type=9, cpp_type=9, label=1,
  175. has_default_value=False, default_value=_b("").decode('utf-8'),
  176. message_type=None, enum_type=None, containing_type=None,
  177. is_extension=False, extension_scope=None,
  178. options=None),
  179. _descriptor.FieldDescriptor(
  180. name='value', full_name='mindinsight.UserDefinedInfo.MapStrEntry.value', index=1,
  181. number=2, type=9, cpp_type=9, label=1,
  182. has_default_value=False, default_value=_b("").decode('utf-8'),
  183. message_type=None, enum_type=None, containing_type=None,
  184. is_extension=False, extension_scope=None,
  185. options=None),
  186. ],
  187. extensions=[
  188. ],
  189. nested_types=[],
  190. enum_types=[
  191. ],
  192. options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
  193. is_extendable=False,
  194. syntax='proto2',
  195. extension_ranges=[],
  196. oneofs=[
  197. ],
  198. serialized_start=788,
  199. serialized_end=833,
  200. )
  201. _USERDEFINEDINFO_MAPDOUBLEENTRY = _descriptor.Descriptor(
  202. name='MapDoubleEntry',
  203. full_name='mindinsight.UserDefinedInfo.MapDoubleEntry',
  204. filename=None,
  205. file=DESCRIPTOR,
  206. containing_type=None,
  207. fields=[
  208. _descriptor.FieldDescriptor(
  209. name='key', full_name='mindinsight.UserDefinedInfo.MapDoubleEntry.key', index=0,
  210. number=1, type=9, cpp_type=9, label=1,
  211. has_default_value=False, default_value=_b("").decode('utf-8'),
  212. message_type=None, enum_type=None, containing_type=None,
  213. is_extension=False, extension_scope=None,
  214. options=None),
  215. _descriptor.FieldDescriptor(
  216. name='value', full_name='mindinsight.UserDefinedInfo.MapDoubleEntry.value', index=1,
  217. number=2, type=1, cpp_type=5, label=1,
  218. has_default_value=False, default_value=float(0),
  219. message_type=None, enum_type=None, containing_type=None,
  220. is_extension=False, extension_scope=None,
  221. options=None),
  222. ],
  223. extensions=[
  224. ],
  225. nested_types=[],
  226. enum_types=[
  227. ],
  228. options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
  229. is_extendable=False,
  230. syntax='proto2',
  231. extension_ranges=[],
  232. oneofs=[
  233. ],
  234. serialized_start=835,
  235. serialized_end=883,
  236. )
  237. _USERDEFINEDINFO = _descriptor.Descriptor(
  238. name='UserDefinedInfo',
  239. full_name='mindinsight.UserDefinedInfo',
  240. filename=None,
  241. file=DESCRIPTOR,
  242. containing_type=None,
  243. fields=[
  244. _descriptor.FieldDescriptor(
  245. name='user_info', full_name='mindinsight.UserDefinedInfo.user_info', index=0,
  246. number=1, type=11, cpp_type=10, label=3,
  247. has_default_value=False, default_value=[],
  248. message_type=None, enum_type=None, containing_type=None,
  249. is_extension=False, extension_scope=None,
  250. options=None),
  251. _descriptor.FieldDescriptor(
  252. name='map_dict', full_name='mindinsight.UserDefinedInfo.map_dict', index=1,
  253. number=2, type=11, cpp_type=10, label=3,
  254. has_default_value=False, default_value=[],
  255. message_type=None, enum_type=None, containing_type=None,
  256. is_extension=False, extension_scope=None,
  257. options=None),
  258. _descriptor.FieldDescriptor(
  259. name='map_int32', full_name='mindinsight.UserDefinedInfo.map_int32', index=2,
  260. number=3, type=11, cpp_type=10, label=3,
  261. has_default_value=False, default_value=[],
  262. message_type=None, enum_type=None, containing_type=None,
  263. is_extension=False, extension_scope=None,
  264. options=None),
  265. _descriptor.FieldDescriptor(
  266. name='map_str', full_name='mindinsight.UserDefinedInfo.map_str', index=3,
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  595. _DATASETGRAPH = _descriptor.Descriptor(
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  796. _OPERATIONPARAMETER_MAPINTENTRY = _descriptor.Descriptor(
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  813. has_default_value=False, default_value=0,
  814. message_type=None, enum_type=None, containing_type=None,
  815. is_extension=False, extension_scope=None,
  816. options=None),
  817. ],
  818. extensions=[
  819. ],
  820. nested_types=[],
  821. enum_types=[
  822. ],
  823. options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
  824. is_extendable=False,
  825. syntax='proto2',
  826. extension_ranges=[],
  827. oneofs=[
  828. ],
  829. serialized_start=2444,
  830. serialized_end=2489,
  831. )
  832. _OPERATIONPARAMETER_MAPDOUBLEENTRY = _descriptor.Descriptor(
  833. name='MapDoubleEntry',
  834. full_name='mindinsight.OperationParameter.MapDoubleEntry',
  835. filename=None,
  836. file=DESCRIPTOR,
  837. containing_type=None,
  838. fields=[
  839. _descriptor.FieldDescriptor(
  840. name='key', full_name='mindinsight.OperationParameter.MapDoubleEntry.key', index=0,
  841. number=1, type=9, cpp_type=9, label=1,
  842. has_default_value=False, default_value=_b("").decode('utf-8'),
  843. message_type=None, enum_type=None, containing_type=None,
  844. is_extension=False, extension_scope=None,
  845. options=None),
  846. _descriptor.FieldDescriptor(
  847. name='value', full_name='mindinsight.OperationParameter.MapDoubleEntry.value', index=1,
  848. number=2, type=1, cpp_type=5, label=1,
  849. has_default_value=False, default_value=float(0),
  850. message_type=None, enum_type=None, containing_type=None,
  851. is_extension=False, extension_scope=None,
  852. options=None),
  853. ],
  854. extensions=[
  855. ],
  856. nested_types=[],
  857. enum_types=[
  858. ],
  859. options=_descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001')),
  860. is_extendable=False,
  861. syntax='proto2',
  862. extension_ranges=[],
  863. oneofs=[
  864. ],
  865. serialized_start=835,
  866. serialized_end=883,
  867. )
  868. _OPERATIONPARAMETER = _descriptor.Descriptor(
  869. name='OperationParameter',
  870. full_name='mindinsight.OperationParameter',
  871. filename=None,
  872. file=DESCRIPTOR,
  873. containing_type=None,
  874. fields=[
  875. _descriptor.FieldDescriptor(
  876. name='mapStr', full_name='mindinsight.OperationParameter.mapStr', index=0,
  877. number=1, type=11, cpp_type=10, label=3,
  878. has_default_value=False, default_value=[],
  879. message_type=None, enum_type=None, containing_type=None,
  880. is_extension=False, extension_scope=None,
  881. options=None),
  882. _descriptor.FieldDescriptor(
  883. name='mapStrList', full_name='mindinsight.OperationParameter.mapStrList', index=1,
  884. number=2, type=11, cpp_type=10, label=3,
  885. has_default_value=False, default_value=[],
  886. message_type=None, enum_type=None, containing_type=None,
  887. is_extension=False, extension_scope=None,
  888. options=None),
  889. _descriptor.FieldDescriptor(
  890. name='mapBool', full_name='mindinsight.OperationParameter.mapBool', index=2,
  891. number=3, type=11, cpp_type=10, label=3,
  892. has_default_value=False, default_value=[],
  893. message_type=None, enum_type=None, containing_type=None,
  894. is_extension=False, extension_scope=None,
  895. options=None),
  896. _descriptor.FieldDescriptor(
  897. name='mapInt', full_name='mindinsight.OperationParameter.mapInt', index=3,
  898. number=4, type=11, cpp_type=10, label=3,
  899. has_default_value=False, default_value=[],
  900. message_type=None, enum_type=None, containing_type=None,
  901. is_extension=False, extension_scope=None,
  902. options=None),
  903. _descriptor.FieldDescriptor(
  904. name='mapDouble', full_name='mindinsight.OperationParameter.mapDouble', index=4,
  905. number=5, type=11, cpp_type=10, label=3,
  906. has_default_value=False, default_value=[],
  907. message_type=None, enum_type=None, containing_type=None,
  908. is_extension=False, extension_scope=None,
  909. options=None),
  910. ],
  911. extensions=[
  912. ],
  913. nested_types=[_OPERATIONPARAMETER_MAPSTRENTRY, _OPERATIONPARAMETER_MAPSTRLISTENTRY, _OPERATIONPARAMETER_MAPBOOLENTRY, _OPERATIONPARAMETER_MAPINTENTRY, _OPERATIONPARAMETER_MAPDOUBLEENTRY, ],
  914. enum_types=[
  915. ],
  916. options=None,
  917. is_extendable=False,
  918. syntax='proto2',
  919. extension_ranges=[],
  920. oneofs=[
  921. ],
  922. serialized_start=1933,
  923. serialized_end=2539,
  924. )
  925. _STRLIST = _descriptor.Descriptor(
  926. name='StrList',
  927. full_name='mindinsight.StrList',
  928. filename=None,
  929. file=DESCRIPTOR,
  930. containing_type=None,
  931. fields=[
  932. _descriptor.FieldDescriptor(
  933. name='strValue', full_name='mindinsight.StrList.strValue', index=0,
  934. number=1, type=9, cpp_type=9, label=3,
  935. has_default_value=False, default_value=[],
  936. message_type=None, enum_type=None, containing_type=None,
  937. is_extension=False, extension_scope=None,
  938. options=None),
  939. ],
  940. extensions=[
  941. ],
  942. nested_types=[],
  943. enum_types=[
  944. ],
  945. options=None,
  946. is_extendable=False,
  947. syntax='proto2',
  948. extension_ranges=[],
  949. oneofs=[
  950. ],
  951. serialized_start=2541,
  952. serialized_end=2568,
  953. )
  954. _LINEAGEEVENT.fields_by_name['train_lineage'].message_type = _TRAINLINEAGE
  955. _LINEAGEEVENT.fields_by_name['evaluation_lineage'].message_type = _EVALUATIONLINEAGE
  956. _LINEAGEEVENT.fields_by_name['dataset_graph'].message_type = _DATASETGRAPH
  957. _LINEAGEEVENT.fields_by_name['user_defined_info'].message_type = _USERDEFINEDINFO
  958. _LINEAGEEVENT.oneofs_by_name['what'].fields.append(
  959. _LINEAGEEVENT.fields_by_name['version'])
  960. _LINEAGEEVENT.fields_by_name['version'].containing_oneof = _LINEAGEEVENT.oneofs_by_name['what']
  961. _LINEAGEEVENT.oneofs_by_name['what'].fields.append(
  962. _LINEAGEEVENT.fields_by_name['train_lineage'])
  963. _LINEAGEEVENT.fields_by_name['train_lineage'].containing_oneof = _LINEAGEEVENT.oneofs_by_name['what']
  964. _LINEAGEEVENT.oneofs_by_name['what'].fields.append(
  965. _LINEAGEEVENT.fields_by_name['evaluation_lineage'])
  966. _LINEAGEEVENT.fields_by_name['evaluation_lineage'].containing_oneof = _LINEAGEEVENT.oneofs_by_name['what']
  967. _LINEAGEEVENT.oneofs_by_name['what'].fields.append(
  968. _LINEAGEEVENT.fields_by_name['dataset_graph'])
  969. _LINEAGEEVENT.fields_by_name['dataset_graph'].containing_oneof = _LINEAGEEVENT.oneofs_by_name['what']
  970. _LINEAGEEVENT.oneofs_by_name['what'].fields.append(
  971. _LINEAGEEVENT.fields_by_name['user_defined_info'])
  972. _LINEAGEEVENT.fields_by_name['user_defined_info'].containing_oneof = _LINEAGEEVENT.oneofs_by_name['what']
  973. _USERDEFINEDINFO_MAPDICTENTRY.fields_by_name['value'].message_type = _USERDEFINEDINFO
  974. _USERDEFINEDINFO_MAPDICTENTRY.containing_type = _USERDEFINEDINFO
  975. _USERDEFINEDINFO_MAPINT32ENTRY.containing_type = _USERDEFINEDINFO
  976. _USERDEFINEDINFO_MAPSTRENTRY.containing_type = _USERDEFINEDINFO
  977. _USERDEFINEDINFO_MAPDOUBLEENTRY.containing_type = _USERDEFINEDINFO
  978. _USERDEFINEDINFO.fields_by_name['user_info'].message_type = _USERDEFINEDINFO
  979. _USERDEFINEDINFO.fields_by_name['map_dict'].message_type = _USERDEFINEDINFO_MAPDICTENTRY
  980. _USERDEFINEDINFO.fields_by_name['map_int32'].message_type = _USERDEFINEDINFO_MAPINT32ENTRY
  981. _USERDEFINEDINFO.fields_by_name['map_str'].message_type = _USERDEFINEDINFO_MAPSTRENTRY
  982. _USERDEFINEDINFO.fields_by_name['map_double'].message_type = _USERDEFINEDINFO_MAPDOUBLEENTRY
  983. _TRAINLINEAGE_HYPERPARAMETERS.containing_type = _TRAINLINEAGE
  984. _TRAINLINEAGE_TRAINDATASET.containing_type = _TRAINLINEAGE
  985. _TRAINLINEAGE_ALGORITHM.containing_type = _TRAINLINEAGE
  986. _TRAINLINEAGE_MODEL.containing_type = _TRAINLINEAGE
  987. _TRAINLINEAGE.fields_by_name['hyper_parameters'].message_type = _TRAINLINEAGE_HYPERPARAMETERS
  988. _TRAINLINEAGE.fields_by_name['train_dataset'].message_type = _TRAINLINEAGE_TRAINDATASET
  989. _TRAINLINEAGE.fields_by_name['algorithm'].message_type = _TRAINLINEAGE_ALGORITHM
  990. _TRAINLINEAGE.fields_by_name['model'].message_type = _TRAINLINEAGE_MODEL
  991. _EVALUATIONLINEAGE_VALIDDATASET.containing_type = _EVALUATIONLINEAGE
  992. _EVALUATIONLINEAGE.fields_by_name['valid_dataset'].message_type = _EVALUATIONLINEAGE_VALIDDATASET
  993. _DATASETGRAPH.fields_by_name['children'].message_type = _DATASETGRAPH
  994. _DATASETGRAPH.fields_by_name['parameter'].message_type = _OPERATIONPARAMETER
  995. _DATASETGRAPH.fields_by_name['operations'].message_type = _OPERATION
  996. _DATASETGRAPH.fields_by_name['sampler'].message_type = _OPERATION
  997. _OPERATION.fields_by_name['operationParam'].message_type = _OPERATIONPARAMETER
  998. _OPERATIONPARAMETER_MAPSTRENTRY.containing_type = _OPERATIONPARAMETER
  999. _OPERATIONPARAMETER_MAPSTRLISTENTRY.fields_by_name['value'].message_type = _STRLIST
  1000. _OPERATIONPARAMETER_MAPSTRLISTENTRY.containing_type = _OPERATIONPARAMETER
  1001. _OPERATIONPARAMETER_MAPBOOLENTRY.containing_type = _OPERATIONPARAMETER
  1002. _OPERATIONPARAMETER_MAPINTENTRY.containing_type = _OPERATIONPARAMETER
  1003. _OPERATIONPARAMETER_MAPDOUBLEENTRY.containing_type = _OPERATIONPARAMETER
  1004. _OPERATIONPARAMETER.fields_by_name['mapStr'].message_type = _OPERATIONPARAMETER_MAPSTRENTRY
  1005. _OPERATIONPARAMETER.fields_by_name['mapStrList'].message_type = _OPERATIONPARAMETER_MAPSTRLISTENTRY
  1006. _OPERATIONPARAMETER.fields_by_name['mapBool'].message_type = _OPERATIONPARAMETER_MAPBOOLENTRY
  1007. _OPERATIONPARAMETER.fields_by_name['mapInt'].message_type = _OPERATIONPARAMETER_MAPINTENTRY
  1008. _OPERATIONPARAMETER.fields_by_name['mapDouble'].message_type = _OPERATIONPARAMETER_MAPDOUBLEENTRY
  1009. DESCRIPTOR.message_types_by_name['LineageEvent'] = _LINEAGEEVENT
  1010. DESCRIPTOR.message_types_by_name['UserDefinedInfo'] = _USERDEFINEDINFO
  1011. DESCRIPTOR.message_types_by_name['TrainLineage'] = _TRAINLINEAGE
  1012. DESCRIPTOR.message_types_by_name['EvaluationLineage'] = _EVALUATIONLINEAGE
  1013. DESCRIPTOR.message_types_by_name['DatasetGraph'] = _DATASETGRAPH
  1014. DESCRIPTOR.message_types_by_name['Operation'] = _OPERATION
  1015. DESCRIPTOR.message_types_by_name['OperationParameter'] = _OPERATIONPARAMETER
  1016. DESCRIPTOR.message_types_by_name['StrList'] = _STRLIST
  1017. LineageEvent = _reflection.GeneratedProtocolMessageType('LineageEvent', (_message.Message,), dict(
  1018. DESCRIPTOR = _LINEAGEEVENT,
  1019. __module__ = 'mindinsight_lineage_pb2'
  1020. # @@protoc_insertion_point(class_scope:mindinsight.LineageEvent)
  1021. ))
  1022. _sym_db.RegisterMessage(LineageEvent)
  1023. UserDefinedInfo = _reflection.GeneratedProtocolMessageType('UserDefinedInfo', (_message.Message,), dict(
  1024. MapDictEntry = _reflection.GeneratedProtocolMessageType('MapDictEntry', (_message.Message,), dict(
  1025. DESCRIPTOR = _USERDEFINEDINFO_MAPDICTENTRY,
  1026. __module__ = 'mindinsight_lineage_pb2'
  1027. # @@protoc_insertion_point(class_scope:mindinsight.UserDefinedInfo.MapDictEntry)
  1028. ))
  1029. ,
  1030. MapInt32Entry = _reflection.GeneratedProtocolMessageType('MapInt32Entry', (_message.Message,), dict(
  1031. DESCRIPTOR = _USERDEFINEDINFO_MAPINT32ENTRY,
  1032. __module__ = 'mindinsight_lineage_pb2'
  1033. # @@protoc_insertion_point(class_scope:mindinsight.UserDefinedInfo.MapInt32Entry)
  1034. ))
  1035. ,
  1036. MapStrEntry = _reflection.GeneratedProtocolMessageType('MapStrEntry', (_message.Message,), dict(
  1037. DESCRIPTOR = _USERDEFINEDINFO_MAPSTRENTRY,
  1038. __module__ = 'mindinsight_lineage_pb2'
  1039. # @@protoc_insertion_point(class_scope:mindinsight.UserDefinedInfo.MapStrEntry)
  1040. ))
  1041. ,
  1042. MapDoubleEntry = _reflection.GeneratedProtocolMessageType('MapDoubleEntry', (_message.Message,), dict(
  1043. DESCRIPTOR = _USERDEFINEDINFO_MAPDOUBLEENTRY,
  1044. __module__ = 'mindinsight_lineage_pb2'
  1045. # @@protoc_insertion_point(class_scope:mindinsight.UserDefinedInfo.MapDoubleEntry)
  1046. ))
  1047. ,
  1048. DESCRIPTOR = _USERDEFINEDINFO,
  1049. __module__ = 'mindinsight_lineage_pb2'
  1050. # @@protoc_insertion_point(class_scope:mindinsight.UserDefinedInfo)
  1051. ))
  1052. _sym_db.RegisterMessage(UserDefinedInfo)
  1053. _sym_db.RegisterMessage(UserDefinedInfo.MapDictEntry)
  1054. _sym_db.RegisterMessage(UserDefinedInfo.MapInt32Entry)
  1055. _sym_db.RegisterMessage(UserDefinedInfo.MapStrEntry)
  1056. _sym_db.RegisterMessage(UserDefinedInfo.MapDoubleEntry)
  1057. TrainLineage = _reflection.GeneratedProtocolMessageType('TrainLineage', (_message.Message,), dict(
  1058. HyperParameters = _reflection.GeneratedProtocolMessageType('HyperParameters', (_message.Message,), dict(
  1059. DESCRIPTOR = _TRAINLINEAGE_HYPERPARAMETERS,
  1060. __module__ = 'mindinsight_lineage_pb2'
  1061. # @@protoc_insertion_point(class_scope:mindinsight.TrainLineage.HyperParameters)
  1062. ))
  1063. ,
  1064. TrainDataset = _reflection.GeneratedProtocolMessageType('TrainDataset', (_message.Message,), dict(
  1065. DESCRIPTOR = _TRAINLINEAGE_TRAINDATASET,
  1066. __module__ = 'mindinsight_lineage_pb2'
  1067. # @@protoc_insertion_point(class_scope:mindinsight.TrainLineage.TrainDataset)
  1068. ))
  1069. ,
  1070. Algorithm = _reflection.GeneratedProtocolMessageType('Algorithm', (_message.Message,), dict(
  1071. DESCRIPTOR = _TRAINLINEAGE_ALGORITHM,
  1072. __module__ = 'mindinsight_lineage_pb2'
  1073. # @@protoc_insertion_point(class_scope:mindinsight.TrainLineage.Algorithm)
  1074. ))
  1075. ,
  1076. Model = _reflection.GeneratedProtocolMessageType('Model', (_message.Message,), dict(
  1077. DESCRIPTOR = _TRAINLINEAGE_MODEL,
  1078. __module__ = 'mindinsight_lineage_pb2'
  1079. # @@protoc_insertion_point(class_scope:mindinsight.TrainLineage.Model)
  1080. ))
  1081. ,
  1082. DESCRIPTOR = _TRAINLINEAGE,
  1083. __module__ = 'mindinsight_lineage_pb2'
  1084. # @@protoc_insertion_point(class_scope:mindinsight.TrainLineage)
  1085. ))
  1086. _sym_db.RegisterMessage(TrainLineage)
  1087. _sym_db.RegisterMessage(TrainLineage.HyperParameters)
  1088. _sym_db.RegisterMessage(TrainLineage.TrainDataset)
  1089. _sym_db.RegisterMessage(TrainLineage.Algorithm)
  1090. _sym_db.RegisterMessage(TrainLineage.Model)
  1091. EvaluationLineage = _reflection.GeneratedProtocolMessageType('EvaluationLineage', (_message.Message,), dict(
  1092. ValidDataset = _reflection.GeneratedProtocolMessageType('ValidDataset', (_message.Message,), dict(
  1093. DESCRIPTOR = _EVALUATIONLINEAGE_VALIDDATASET,
  1094. __module__ = 'mindinsight_lineage_pb2'
  1095. # @@protoc_insertion_point(class_scope:mindinsight.EvaluationLineage.ValidDataset)
  1096. ))
  1097. ,
  1098. DESCRIPTOR = _EVALUATIONLINEAGE,
  1099. __module__ = 'mindinsight_lineage_pb2'
  1100. # @@protoc_insertion_point(class_scope:mindinsight.EvaluationLineage)
  1101. ))
  1102. _sym_db.RegisterMessage(EvaluationLineage)
  1103. _sym_db.RegisterMessage(EvaluationLineage.ValidDataset)
  1104. DatasetGraph = _reflection.GeneratedProtocolMessageType('DatasetGraph', (_message.Message,), dict(
  1105. DESCRIPTOR = _DATASETGRAPH,
  1106. __module__ = 'mindinsight_lineage_pb2'
  1107. # @@protoc_insertion_point(class_scope:mindinsight.DatasetGraph)
  1108. ))
  1109. _sym_db.RegisterMessage(DatasetGraph)
  1110. Operation = _reflection.GeneratedProtocolMessageType('Operation', (_message.Message,), dict(
  1111. DESCRIPTOR = _OPERATION,
  1112. __module__ = 'mindinsight_lineage_pb2'
  1113. # @@protoc_insertion_point(class_scope:mindinsight.Operation)
  1114. ))
  1115. _sym_db.RegisterMessage(Operation)
  1116. OperationParameter = _reflection.GeneratedProtocolMessageType('OperationParameter', (_message.Message,), dict(
  1117. MapStrEntry = _reflection.GeneratedProtocolMessageType('MapStrEntry', (_message.Message,), dict(
  1118. DESCRIPTOR = _OPERATIONPARAMETER_MAPSTRENTRY,
  1119. __module__ = 'mindinsight_lineage_pb2'
  1120. # @@protoc_insertion_point(class_scope:mindinsight.OperationParameter.MapStrEntry)
  1121. ))
  1122. ,
  1123. MapStrListEntry = _reflection.GeneratedProtocolMessageType('MapStrListEntry', (_message.Message,), dict(
  1124. DESCRIPTOR = _OPERATIONPARAMETER_MAPSTRLISTENTRY,
  1125. __module__ = 'mindinsight_lineage_pb2'
  1126. # @@protoc_insertion_point(class_scope:mindinsight.OperationParameter.MapStrListEntry)
  1127. ))
  1128. ,
  1129. MapBoolEntry = _reflection.GeneratedProtocolMessageType('MapBoolEntry', (_message.Message,), dict(
  1130. DESCRIPTOR = _OPERATIONPARAMETER_MAPBOOLENTRY,
  1131. __module__ = 'mindinsight_lineage_pb2'
  1132. # @@protoc_insertion_point(class_scope:mindinsight.OperationParameter.MapBoolEntry)
  1133. ))
  1134. ,
  1135. MapIntEntry = _reflection.GeneratedProtocolMessageType('MapIntEntry', (_message.Message,), dict(
  1136. DESCRIPTOR = _OPERATIONPARAMETER_MAPINTENTRY,
  1137. __module__ = 'mindinsight_lineage_pb2'
  1138. # @@protoc_insertion_point(class_scope:mindinsight.OperationParameter.MapIntEntry)
  1139. ))
  1140. ,
  1141. MapDoubleEntry = _reflection.GeneratedProtocolMessageType('MapDoubleEntry', (_message.Message,), dict(
  1142. DESCRIPTOR = _OPERATIONPARAMETER_MAPDOUBLEENTRY,
  1143. __module__ = 'mindinsight_lineage_pb2'
  1144. # @@protoc_insertion_point(class_scope:mindinsight.OperationParameter.MapDoubleEntry)
  1145. ))
  1146. ,
  1147. DESCRIPTOR = _OPERATIONPARAMETER,
  1148. __module__ = 'mindinsight_lineage_pb2'
  1149. # @@protoc_insertion_point(class_scope:mindinsight.OperationParameter)
  1150. ))
  1151. _sym_db.RegisterMessage(OperationParameter)
  1152. _sym_db.RegisterMessage(OperationParameter.MapStrEntry)
  1153. _sym_db.RegisterMessage(OperationParameter.MapStrListEntry)
  1154. _sym_db.RegisterMessage(OperationParameter.MapBoolEntry)
  1155. _sym_db.RegisterMessage(OperationParameter.MapIntEntry)
  1156. _sym_db.RegisterMessage(OperationParameter.MapDoubleEntry)
  1157. StrList = _reflection.GeneratedProtocolMessageType('StrList', (_message.Message,), dict(
  1158. DESCRIPTOR = _STRLIST,
  1159. __module__ = 'mindinsight_lineage_pb2'
  1160. # @@protoc_insertion_point(class_scope:mindinsight.StrList)
  1161. ))
  1162. _sym_db.RegisterMessage(StrList)
  1163. DESCRIPTOR.has_options = True
  1164. DESCRIPTOR._options = _descriptor._ParseOptions(descriptor_pb2.FileOptions(), _b('\370\001\001'))
  1165. _USERDEFINEDINFO_MAPDICTENTRY.has_options = True
  1166. _USERDEFINEDINFO_MAPDICTENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1167. _USERDEFINEDINFO_MAPINT32ENTRY.has_options = True
  1168. _USERDEFINEDINFO_MAPINT32ENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1169. _USERDEFINEDINFO_MAPSTRENTRY.has_options = True
  1170. _USERDEFINEDINFO_MAPSTRENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1171. _USERDEFINEDINFO_MAPDOUBLEENTRY.has_options = True
  1172. _USERDEFINEDINFO_MAPDOUBLEENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1173. _OPERATIONPARAMETER_MAPSTRENTRY.has_options = True
  1174. _OPERATIONPARAMETER_MAPSTRENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1175. _OPERATIONPARAMETER_MAPSTRLISTENTRY.has_options = True
  1176. _OPERATIONPARAMETER_MAPSTRLISTENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1177. _OPERATIONPARAMETER_MAPBOOLENTRY.has_options = True
  1178. _OPERATIONPARAMETER_MAPBOOLENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1179. _OPERATIONPARAMETER_MAPINTENTRY.has_options = True
  1180. _OPERATIONPARAMETER_MAPINTENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1181. _OPERATIONPARAMETER_MAPDOUBLEENTRY.has_options = True
  1182. _OPERATIONPARAMETER_MAPDOUBLEENTRY._options = _descriptor._ParseOptions(descriptor_pb2.MessageOptions(), _b('8\001'))
  1183. # @@protoc_insertion_point(module_scope)