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tods/examples/run_certain_pipeline.py

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  1. 

  2. import os

  3. 

  4. results_dir = './'

  5. pipeline_run_yml_dir = './'

  6. 

  7. pipeline_yml_name = './pipeline.yml' # './pipeline_yml/pipeline_10.yml'

  8. pipline_yml_index = pipeline_yml_name[11:-4]

  9. 

  10. python_command = 'python3 -m d3m runtime fit-produce -p ' + pipeline_yml_name \

  11.                      + ' -r ./datasets/anomaly/yahoo_sub_5/TRAIN/problem_TRAIN/problemDoc.json' \

  12.                      + ' -i ./datasets/anomaly/yahoo_sub_5/TRAIN/dataset_TRAIN/datasetDoc.json' \

  13.                      + ' -t ./datasets/anomaly/yahoo_sub_5/TEST/dataset_TEST/datasetDoc.json -o ' \

  14.                      + results_dir + 'result.csv' \

  15.                      + ' -O ' \

  16.                      + pipeline_run_yml_dir + 'pipeline_run' + '.yml'

  17. 

  18. print(python_command)

  19. os.system(python_command)

  20. # 'python3 -m d3m runtime fit-produce -p pipeline.yml

  21. # -r ../datasets/anomaly/kpi/TRAIN/problem_TRAIN/problemDoc.json

  22. # -i ../datasets/anomaly/kpi/TRAIN/dataset_TRAIN/datasetDoc.json

  23. # -t ../datasets/anomaly/kpi/TEST/dataset_TEST/datasetDoc.json

  24. # -o results.csv -O pipeline_run.yml'

  25. 

  26. # python3 -m d3m runtime fit-produce -p pipeline.yml

  27. # -r ../datasets/anomaly/yahoo_sub_5/TRAIN/problem_TRAIN/problemDoc.json

  28. # -i ../datasets/anomaly/yahoo_sub_5/TRAIN/dataset_TRAIN/datasetDoc.json

  29. # -t ../datasets/anomaly/yahoo_sub_5/TEST/dataset_TEST/datasetDoc.json

  30. # -o result.csv -O pipeline_run.yml