Closed dracifer closed 1 year ago
not intend to add to the original repo before complet~~
output graph
===Graph===
index name op target args kwargs
------- ------------------- ------------- ------------------------------------------------------------ ------------------------------------------------------ -------------------------------------------------------
0 arg0_0 placeholder arg0 () {}
1 arg1_0 placeholder arg1 () {}
2 struct_column_0 call_function <class 'axolotls.struct_column.StructColumn'> () {'field_columns': {'f1': arg0_0, 'f2': arg1_0}}
3 struct_column_1 call_function <class 'axolotls.struct_column.StructColumn'> () {'field_columns': {'float_features': struct_column_0}}
4 getitem_0 call_function <built-in function getitem> (struct_column_1, 'float_features') {}
5 getitem_1 call_function <built-in function getitem> (getitem_0, 'f1') {}
6 udf_normalize_0 call_function <function udf_normalize at 0x7f564a744310> (getitem_1, 1.0, 0.1) {}
7 getitem_2 call_function <built-in function getitem> (struct_column_1, 'float_features') {}
8 setitem_0 call_function <built-in function setitem> (getitem_2, 'f1', udf_normalize_0) {}
9 getitem_3 call_function <built-in function getitem> (struct_column_1, 'float_features') {}
10 getitem_4 call_function <built-in function getitem> (getitem_3, 'f2') {}
11 getattr_0 call_function <built-in function getattr> (getitem_4, 'values') {}
12 _tensor_constant0_0 get_attr _tensor_constant0 tensor([4.0000, 5.0000, 7.1000, 9.0000]) {}
13 bucketize_0 call_function <built-in method bucketize of type object at 0x7f5649738740> (getattr_0, _tensor_constant0_0) {}
14 numeric_column_0 call_function <class 'axolotls.numeric_column.NumericColumn'> () {'values': bucketize_0}
15 numel_0 call_method numel (bucketize_0,) {}
16 add_0 call_function <built-in function add> (numel_0, 1) {}
17 torch_arange_0 call_function <function torch_arange at 0x7f55a37f3dc0> (0, add_0) {}
18 list_column_0 call_function <class 'axolotls.list_column.ListColumn'> () {'values': numeric_column_0, 'offsets': torch_arange_0}
19 struct_column_2 call_function <class 'axolotls.struct_column.StructColumn'> () {'field_columns': {'derived_id2': list_column_0}}
20 setitem_1 call_function <built-in function setitem> (struct_column_1, 'id_list_features', struct_column_2) {}
21 output_0 output output ([struct_column_1],) {}
PR in the forked repo: https://github.com/dracifer/axolotls/pull/1
update proxy and trace. still very dirty and rudimental. create as a checkpoint and will clean up later