provider_test_dsl.json 2.0 KB

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  1. {
  2. "components": {
  3. "reader_0": {
  4. "module": "Reader",
  5. "output": {
  6. "data": [
  7. "table"
  8. ]
  9. }
  10. },
  11. "data_transform_0": {
  12. "module": "DataTransform",
  13. "input": {
  14. "data": {
  15. "data": [
  16. "reader_0.table"
  17. ]
  18. }
  19. },
  20. "output": {
  21. "data": [
  22. "train"
  23. ],
  24. "model": [
  25. "dataio"
  26. ]
  27. },
  28. "need_deploy": true
  29. },
  30. "intersection_0": {
  31. "module": "Intersection",
  32. "input": {
  33. "data": {
  34. "data": [
  35. "data_transform_0.train"
  36. ]
  37. }
  38. },
  39. "output": {
  40. "data": [
  41. "train"
  42. ]
  43. }
  44. },
  45. "hetero_feature_binning_0": {
  46. "module": "HeteroFeatureBinning",
  47. "input": {
  48. "data": {
  49. "data": [
  50. "intersection_0.train"
  51. ]
  52. }
  53. },
  54. "output": {
  55. "data": [
  56. "train"
  57. ],
  58. "model": [
  59. "hetero_feature_binning"
  60. ]
  61. }
  62. },
  63. "hetero_feature_selection_0": {
  64. "module": "HeteroFeatureSelection",
  65. "input": {
  66. "data": {
  67. "data": [
  68. "hetero_feature_binning_0.train"
  69. ]
  70. },
  71. "isometric_model": [
  72. "hetero_feature_binning_0.hetero_feature_binning"
  73. ]
  74. },
  75. "output": {
  76. "data": [
  77. "train"
  78. ],
  79. "model": [
  80. "selected"
  81. ]
  82. }
  83. },
  84. "hetero_lr_0": {
  85. "module": "HeteroLR",
  86. "input": {
  87. "data": {
  88. "train_data": [
  89. "hetero_feature_selection_0.train"
  90. ]
  91. }
  92. },
  93. "output": {
  94. "data": [
  95. "train"
  96. ],
  97. "model": [
  98. "hetero_lr"
  99. ]
  100. }
  101. },
  102. "evaluation_0": {
  103. "module": "Evaluation",
  104. "input": {
  105. "data": {
  106. "data": [
  107. "hetero_lr_0.train"
  108. ]
  109. }
  110. },
  111. "output": {
  112. "data": [
  113. "evaluate"
  114. ]
  115. }
  116. }
  117. }
  118. }