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feat(data): add complement_pairs function to generate complement tuples for implementing alternative undamage case method

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nuluh
2025-06-27 10:33:36 +07:00
parent e8eb07a91b
commit 79070921d7
2 changed files with 24 additions and 20 deletions
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19
data/QUGS/test.py
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@@ -19,8 +19,15 @@ special_groups_B = [
]
# Generate the tuples with the special group
# a = generate_df_tuples(special_groups=special_groups_A)
b = generate_df_tuples(special_groups=special_groups_B, prefix="zzzBD")
a_complement = [(comp)
for n in range(1, 31)
for comp in complement_pairs(n)]
a = generate_df_tuples(special_groups=a_complement, prefix="zzzAD")
# b_complement = [(comp)
# for n in range(1, 31)
# for comp in complement_pairs(n)]
# b = generate_df_tuples(special_groups=b_complement, prefix="zzzBD")
# a = generate_damage_files_index(
@@ -32,14 +39,14 @@ b = generate_df_tuples(special_groups=special_groups_B, prefix="zzzBD")
# # undamage_file="zzzBU.TXT"
# )
# data_A = DataProcessor(file_index=a, base_path="D:/thesis/data/dataset_A", include_time=True)
data_A = DataProcessor(file_index=a, base_path="D:/thesis/data/dataset_A", include_time=True)
# data_A.create_vector_column(overwrite=True)
# # data_A.create_limited_sensor_vector_column(overwrite=True)
# data_A.export_to_csv("D:/thesis/data/converted/raw")
data_A.export_to_csv("D:/thesis/data/converted/raw")
data_B = DataProcessor(file_index=b, base_path="D:/thesis/data/dataset_B", include_time=True)
# data_B = DataProcessor(file_index=b, base_path="D:/thesis/data/dataset_B", include_time=True)
# data_B.create_vector_column(overwrite=True)
# # data_B.create_limited_sensor_vector_column(overwrite=True)
data_B.export_to_csv("D:/thesis/data/converted/raw_B")
# data_B.export_to_csv("D:/thesis/data/converted/raw_B")
# a = load("D:/cache.joblib")
# breakpoint()