Fix bugs in JSON and SQA storage modules #4893
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Summary: Fix multiple bugs in ax/core and ax/orchestration: - `Arm.md5hash` hashes unconverted parameters instead of the numpy-type-converted `new_parameters` (core/arm.py:94) - `GeneratorRun.clone()` doesn't copy `gen_metadata` or `candidate_metadata_by_arm_signature`, causing mutations on the clone to affect the original (core/generator_run.py:304-346) - Module-level dict mutation in `OutcomeConstraint`: writing `fmt_data["name"] = ...` mutates the shared module-level dicts `UPPER_BOUND_MISMATCH` / `LOWER_BOUND_THRESHOLD` etc. (core/outcome_constraint.py:123,159) - Typo in method name: `is_reconverable_fetch_e` → `is_recoverable_fetch_e` (core/metric.py:168, orchestration/orchestrator.py:2098) - `force_refit` parameter hardcoded to True instead of using the passed argument (orchestration/orchestrator.py:1230) - Grammar fix: "values is better" → "values are better" (core/outcome_constraint.py) - Missing spaces between concatenated strings (core/parameter.py, core/parameter_constraint.py, core/experiment.py) Differential Revision: D92879435
Summary: Fix multiple bugs in ax/storage: - Missing `raise` before `SQADecodeError` silently ignores JSON mismatches during `copy_db_ids` (sqa_store/utils.py:114) - `int(None)` crash in SQA encoder: `metric_registry.get()` can return None, but the result was immediately passed to `int()` before the None check could run (sqa_store/encoder.py:393) - `AttributeError` on None kwargs in JSON decoder: `kwargs.pop()` was called before the `if kwargs is not None` guard (json_store/decoder.py:1092) - `decode_args_list` length mismatch in SQA save: used `len(trials)` instead of `len(trials_to_reduce_state)` and `[...] * len(trials)` instead of a single-element list (sqa_store/save.py:245,254) - SQLAlchemy filter no-op: `SQAExperiment.id is not None` uses Python identity check instead of SQLAlchemy's `.isnot(None)` (sqa_store/load.py:760) - Inconsistent threshold in error message: says "> 10" but the actual check is `> 15` (sqa_store/utils.py:77) - Garbled error message in with_db_settings_base.py: sentence fragments in wrong order (sqa_store/with_db_settings_base.py:106) - Doubled path `ax/ax/storage` in error message (sqa_store/encoder.py:131) - Backslash line-continuation inside string literal causes 16 extra spaces in error message (sqa_store/encoder.py:654) - Missing space between concatenated strings (sqa_store/db.py) - Typo "SCalarized" → "Scalarized" (sqa_store/encoder.py) - Missing space in SKIP_ATTRS_ERROR_SUFFIX (sqa_store/utils.py) Differential Revision: D92879499
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Codecov Report❌ Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #4893 +/- ##
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- Coverage 96.76% 96.76% -0.01%
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Files 593 593
Lines 62035 62038 +3
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+ Hits 60030 60032 +2
- Misses 2005 2006 +1 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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Summary:
Fix multiple bugs in ax/storage:
raisebeforeSQADecodeErrorsilently ignores JSON mismatches duringcopy_db_ids(sqa_store/utils.py:114)int(None)crash in SQA encoder:metric_registry.get()can return None, but the result was immediately passed toint()before the None check could run (sqa_store/encoder.py:393)AttributeErroron None kwargs in JSON decoder:kwargs.pop()was called before theif kwargs is not Noneguard (json_store/decoder.py:1092)decode_args_listlength mismatch in SQA save: usedlen(trials)instead oflen(trials_to_reduce_state)and[...] * len(trials)instead of a single-element list (sqa_store/save.py:245,254)SQAExperiment.id is not Noneuses Python identity check instead of SQLAlchemy's.isnot(None)(sqa_store/load.py:760)> 15(sqa_store/utils.py:77)ax/ax/storagein error message (sqa_store/encoder.py:131)Differential Revision: D92879499