Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automate these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which let AI drive data-driven AI.
[ ] Pass the test by running: pytest qlib/tests/test_all_pipeline.py under upper directory of qlib.
[ ] If you are adding a new feature, test on your own test scripts.
Screenshots of Test Results (if appropriate):
Pipeline test:
Your own tests:
Types of changes
[x] Fix bugs
[ ] Add new feature
[ ] Update documentation
Error when gen_df is None
multiprocessing.pool.RemoteTraceback:
"""
Traceback (most recent call last):
File "/root/anaconda3/envs/rdagent/lib/python3.10/multiprocessing/pool.py", line 125, in worker
result = (True, func(*args, **kwds))
File "/root/remote/RD-Agent/rdagent/components/coder/factor_coder/CoSTEER/evaluators.py", line 610, in evaluate
) = self.value_evaluator.evaluate(implementation=implementation, gt_implementation=gt_implementation)
File "/root/remote/RD-Agent/rdagent/components/coder/factor_coder/CoSTEER/evaluators.py", line 387, in evaluate
feedback_str, single_column_result = FactorRowCountEvaluator(self.scen).evaluate(
File "/root/remote/RD-Agent/rdagent/components/coder/factor_coder/CoSTEER/evaluators.py", line 249, in evaluate
if gen_df.shape[0] == gt_df.shape[0]:
AttributeError: 'NoneType' object has no attribute 'shape'
"""
Description
Motivation and Context
How Has This Been Tested?
pytest qlib/tests/test_all_pipeline.pyunder upper directory ofqlib.Screenshots of Test Results (if appropriate):
Types of changes
Error when gen_df is None
📚 Documentation preview 📚: https://RDAgent--216.org.readthedocs.build/en/216/