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SunsetWolfyou-n-g
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test: add test import (#242)
* add test import * format with isort * format with black * merge main * fix pytest error * fix pytest error * fix pytest error * fix pytest error * format with black * fix pytest error * fix pytest error * fix pytest error * fix pytest error * fix pytest error * format with isort * Exclude entrance * Add offline test * auto-lint * update coverage rate --------- Co-authored-by: Young <[email protected]>
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.github/workflows/ci.yml

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@@ -20,7 +20,7 @@ jobs:
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- run: env | sort
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- run: make dev
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- name: lint test docs and build
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run: make lint docs-gen # test docs build
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run: make lint docs-gen test-offline # test docs build
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strategy:
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matrix:
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python-version:

Makefile

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@@ -141,10 +141,21 @@ test-run:
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$(PIPRUN) python -m coverage run --concurrency=multiprocessing -m pytest --ignore test/scripts
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$(PIPRUN) python -m coverage combine
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test-run-offline:
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# some test that does not require api calling
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$(PIPRUN) python -m coverage erase
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$(PIPRUN) python -m coverage run --concurrency=multiprocessing -m pytest -m "offline" --ignore test/scripts
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$(PIPRUN) python -m coverage combine
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# Generate coverage report for terminal and xml.
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# TODO: we may have higher coverage rate if we have more test
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test: test-run
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$(PIPRUN) python -m coverage report --fail-under 80
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$(PIPRUN) python -m coverage xml --fail-under 80
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$(PIPRUN) python -m coverage report --fail-under 20 # 80
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$(PIPRUN) python -m coverage xml --fail-under 20 # 80
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test-offline: test-run-offline
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$(PIPRUN) python -m coverage report --fail-under 20 # 80
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$(PIPRUN) python -m coverage xml --fail-under 20 # 80
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########################################################################################
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# Package

rdagent/app/benchmark/factor/eval.py

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@@ -15,27 +15,28 @@
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FactorTestCaseLoaderFromJsonFile,
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)
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# 1.read the settings
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bs = BenchmarkSettings()
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if __name__ == "__main__":
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# 1.read the settings
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bs = BenchmarkSettings()
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# 2.read and prepare the eval_data
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test_cases = FactorTestCaseLoaderFromJsonFile().load(bs.bench_data_path)
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# 2.read and prepare the eval_data
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test_cases = FactorTestCaseLoaderFromJsonFile().load(bs.bench_data_path)
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# 3.declare the method to be tested and pass the arguments.
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# 3.declare the method to be tested and pass the arguments.
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scen: Scenario = import_class(FACTOR_PROP_SETTING.scen)()
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generate_method = import_class(bs.bench_method_cls)(scen=scen)
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# 4.declare the eval method and pass the arguments.
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eval_method = FactorImplementEval(
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method=generate_method,
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test_cases=test_cases,
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scen=scen,
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catch_eval_except=True,
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test_round=bs.bench_test_round,
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)
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scen: Scenario = import_class(FACTOR_PROP_SETTING.scen)()
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generate_method = import_class(bs.bench_method_cls)(scen=scen)
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# 4.declare the eval method and pass the arguments.
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eval_method = FactorImplementEval(
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method=generate_method,
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test_cases=test_cases,
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scen=scen,
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catch_eval_except=True,
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test_round=bs.bench_test_round,
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)
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# 5.run the eval
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res = eval_method.eval()
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# 5.run the eval
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res = eval_method.eval()
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# 6.save the result
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logger.log_object(res)
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# 6.save the result
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logger.log_object(res)

rdagent/app/benchmark/model/eval.py

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@@ -7,35 +7,36 @@
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QlibModelScenario,
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)
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DIRNAME = Path(__file__).absolute().resolve().parent
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if __name__ == "__main__":
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DIRNAME = Path(__file__).absolute().resolve().parent
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from rdagent.components.coder.model_coder.benchmark.eval import ModelImpValEval
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from rdagent.components.coder.model_coder.one_shot import ModelCodeWriter
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from rdagent.components.coder.model_coder.benchmark.eval import ModelImpValEval
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from rdagent.components.coder.model_coder.one_shot import ModelCodeWriter
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bench_folder = DIRNAME.parent.parent / "components" / "coder" / "model_coder" / "benchmark"
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mtl = ModelTaskLoaderJson(str(bench_folder / "model_dict.json"))
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bench_folder = DIRNAME.parent.parent / "components" / "coder" / "model_coder" / "benchmark"
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mtl = ModelTaskLoaderJson(str(bench_folder / "model_dict.json"))
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task_l = mtl.load()
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task_l = mtl.load()
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task_l = [t for t in task_l if t.name == "A-DGN"] # FIXME: other models does not work well
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task_l = [t for t in task_l if t.name == "A-DGN"] # FIXME: other models does not work well
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model_experiment = QlibModelExperiment(sub_tasks=task_l)
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# mtg = ModelCodeWriter(scen=QlibModelScenario())
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mtg = ModelCoSTEER(scen=QlibModelScenario())
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model_experiment = QlibModelExperiment(sub_tasks=task_l)
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# mtg = ModelCodeWriter(scen=QlibModelScenario())
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mtg = ModelCoSTEER(scen=QlibModelScenario())
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model_experiment = mtg.develop(model_experiment)
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model_experiment = mtg.develop(model_experiment)
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# TODO: Align it with the benchmark framework after @wenjun's refine the evaluation part.
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# Currently, we just handcraft a workflow for fast evaluation.
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# TODO: Align it with the benchmark framework after @wenjun's refine the evaluation part.
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# Currently, we just handcraft a workflow for fast evaluation.
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mil = ModelWsLoader(bench_folder / "gt_code")
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mil = ModelWsLoader(bench_folder / "gt_code")
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mie = ModelImpValEval()
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# Evaluation:
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eval_l = []
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for impl in model_experiment.sub_workspace_list:
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print(impl.target_task)
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gt_impl = mil.load(impl.target_task)
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eval_l.append(mie.evaluate(gt_impl, impl))
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mie = ModelImpValEval()
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# Evaluation:
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eval_l = []
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for impl in model_experiment.sub_workspace_list:
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print(impl.target_task)
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gt_impl = mil.load(impl.target_task)
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eval_l.append(mie.evaluate(gt_impl, impl))
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print(eval_l)
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print(eval_l)

rdagent/app/qlib_rd_loop/RDAgent.py

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rdagent/components/coder/model_coder/main.py

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requirements.txt

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# kaggle crawler
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selenium
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kaggle
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seaborn
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# This is a temporary package installed to pass the test_import test
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xgboost

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