 张宗平
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9cfda37275
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feat(m1): offline generation pipeline + CLI (T1.5)
- tsmm.data.gen_pipeline.gen_one_sample: composes attrs/series/anomaly/event/missing/instruct
into one JSON-serializable sample (full schema)
- write_jsonl helper
- scripts/gen_synthetic.py: multiprocessing + tqdm CLI (--n/--out/--seed/--workers)
- regression: build_instruction('event') with empty events no longer raises (TDD RED first)
- tests/test_gen_pipeline.py (6 tests, RED->GREEN)
Exit criteria: python scripts/gen_synthetic.py --n 1000 -> 1000 samples, schema-OK,
all 6 categories balanced (~130-190 each).
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2026-06-29 23:29:04 +08:00 |
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张宗平
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1b4c6ddf4c
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feat(m1): instruction & answer generation, 6 categories (T1.4)
- describe / anomaly / root_cause / forecast / compare / event
- JSON answers (stats, anomaly_regions aligned w/ labels, forecast), text for cause/event
- evolve_instruction: deterministic Evol-Instruct-style rephrasing
- tests/test_instruct.py (12 tests, RED->GREEN)
Exit criteria: anomaly JSON json.loads-able & regions reconstruct labels; full suite 37 passed.
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2026-06-29 23:26:41 +08:00 |
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