Data Split Configuration Usage Guide.

Example Tasks

This section introduces the dsl and conf for different types of tasks.

1. Heterogeneous Data Split Task:

   dsl: test_hetero_data_split_job_dsl.json

   runtime_config : test_hetero_data_split_job_conf.json

   data type: continuous

   stratification: stratified by given split points

2. Homogeneous Data Spilt Task:

   dsl: test_homo_data_split_job_dsl.json

   runtime_config: test_homo_data_split_job_conf.json

   data type: categorical

   stratification: stratified by label

3. Homogeneous Data Spilt Task(only validate size specified):

   dsl: test_homo_data_split_job_dsl.json

   runtime_config: test_homo_data_split_validate_job_conf.json

   data type: categorical

   stratification: stratified by label

4. Heterogeneous Data Split Task with Multiple Models:

   dsl: test_hetero_data_split_multi_model_job_dsl.json

   runtime_config: test_hetero_data_split_multi_model_job_conf.json

   data type: continuous

   stratification: stratified by split points

Users can use following commands to run a task.

flow job submit -c ${runtime_config} -d ${dsl}