ts-as-modality

charles/ts-as-modality

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Author	SHA1	Message	Date
张宗平	ccdd43081d	test(real_bench): use 'swat' (guaranteed absent) for missing-data test The missing-data test assumed SMD was absent, but after downloading real SMD data for the cross-domain diagnostic it now loads successfully, so the test no longer exercised the FileNotFoundError path. Switch to 'swat' (another registered dataset whose files are absent) to keep the test valid regardless of which real datasets happen to be present locally.	2026-07-03 11:53:02 +00:00
张宗平	722102b335	feat(m1): real benchmark loader (T1.6) - SUPPORTED_DATASETS registry: smd/msl/smap/swat/psm (+toy) - load_windows(name,T,stride): sliding windows + per-channel z-score norm -> shapes (N,T,C) and (N,T) - windows_to_qa: anomaly/describe QA pairs from windows (non-empty) - real loaders read data/real/<name>/test.npy (+test_label.npy) or TSMM_DATA_DIR; raise clear FileNotFoundError when absent (testable offline via 'toy') - write_eval_jsonl helper for eval_real.jsonl - tests/test_real_bench.py (7 tests, RED->GREEN) Exit criteria: >=2 datasets load (toy + registry of 5 real); window/label shapes; QA non-empty; missing real data raises clearly.	2026-06-29 23:30:30 +08:00

Author

SHA1

Message

Date

张宗平

ccdd43081d

test(real_bench): use 'swat' (guaranteed absent) for missing-data test

The missing-data test assumed SMD was absent, but after downloading real
SMD data for the cross-domain diagnostic it now loads successfully, so the
test no longer exercised the FileNotFoundError path. Switch to 'swat'
(another registered dataset whose files are absent) to keep the test valid
regardless of which real datasets happen to be present locally.

2026-07-03 11:53:02 +00:00

张宗平

722102b335

feat(m1): real benchmark loader (T1.6)

- SUPPORTED_DATASETS registry: smd/msl/smap/swat/psm (+toy)
- load_windows(name,T,stride): sliding windows + per-channel z-score norm
  -> shapes (N,T,C) and (N,T)
- windows_to_qa: anomaly/describe QA pairs from windows (non-empty)
- real loaders read data/real/<name>/test.npy (+test_label.npy) or TSMM_DATA_DIR;
  raise clear FileNotFoundError when absent (testable offline via 'toy')
- write_eval_jsonl helper for eval_real.jsonl
- tests/test_real_bench.py (7 tests, RED->GREEN)

Exit criteria: >=2 datasets load (toy + registry of 5 real); window/label shapes;
QA non-empty; missing real data raises clearly.

2026-06-29 23:30:30 +08:00

2 Commits