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5435523246
* security: constrain config-driven code execution * fix: address security test and lint failures * ci: restore dependency and title lint compatibility * ci: handle current MLflow and Windows OSQP changes * ci: use lxml release with cross-platform wheels * fix: defer optional CVXPY solver imports * style: document intentional lazy import * ci: skip broken released OSQP on Windows Python 3.8 * test: make MLflow client timing check robust * ci: retry nondeterministic benchmark smoke test * fix: cap filelock before fork safety regression * fix: use filelock release compatible with multiprocessing * fix(security): restrict operator lookup and validate trusted roots * fix(security): preserve numeric expressions and legacy model imports * fix: preserve TRA initialization and document config migration Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: preserve safe expression syntax and cache semantics Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: use explicit scoped trust for file modules Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: satisfy CI lint without weakening trust checks Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * test: handle escaped file paths in module refusal errors Match the repr-formatted module path in refusal messages and cover Windows, UNC, quoted, and newline-containing paths on every platform. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix: preserve expression parser error logging Log ExpressionSyntaxError with its field and traceback before re-raising, while preserving custom operator NameError and SyntaxError handling. Add five regression cases covering logging, exception identity, and failed cache entries. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * test: isolate expression logger capture Capture parser logs directly on qlib.data without propagating to parent and root capture handlers. Restore logger state with monkeypatch and retain exact single-record, traceback, and exception-identity assertions. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> * fix(security): preserve malformed feature boundaries and reject unsupported literals * test(security): cover malformed dollar-prefixed expressions --------- Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com> Co-authored-by: Yang Liu <DG-git-dev@users.noreply.github.com>
36 lines
1.1 KiB
Python
36 lines
1.1 KiB
Python
import argparse
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import qlib
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from ruamel.yaml import YAML
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from qlib.utils import init_instance_by_config
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def main(seed, config_file="configs/config_alstm.yaml"):
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# set random seed
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with open(config_file) as f:
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yaml = YAML(typ="safe", pure=True)
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config = yaml.load(f)
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# seed_suffix = "/seed1000" if "init" in config_file else f"/seed{seed}"
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seed_suffix = ""
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config["task"]["model"]["kwargs"].update(
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{"seed": seed, "logdir": config["task"]["model"]["kwargs"]["logdir"] + seed_suffix}
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)
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# initialize workflow
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qlib.init(**config["qlib_init"])
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dataset = init_instance_by_config(config["task"]["dataset"])
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model = init_instance_by_config(config["task"]["model"])
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# train model
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model.fit(dataset)
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if __name__ == "__main__":
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# set params from cmd
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parser = argparse.ArgumentParser(allow_abbrev=False)
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parser.add_argument("--seed", type=int, default=1000, help="random seed")
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parser.add_argument("--config_file", type=str, default="configs/config_alstm.yaml", help="config file")
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args = parser.parse_args()
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main(**vars(args))
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