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name: "CodeDebugCritic_Flow" |
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description: |-2 |
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Given a problem description, a correct solution strategy, and a candidate solution, test the code and provide useful feedback concerning the correctness of the solution and the potential mistakes. |
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input_interface: |
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- "problem_description" |
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- "input_description" |
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- "output_description" |
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- "io_examples_and_explanation" |
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- "public_tests_individual_io" |
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- "code" |
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- "plan" |
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output_interface: |
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- "testing_results_summary" |
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- "all_tests_passed" |
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- "code_feedback" |
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subflows_config: |
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CodeTestingCritic: |
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_target_: .CF_CodeTesting.instantiate_from_default_config |
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CodeCriticWrongAttempt: |
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_target_: .CF_CodeCriticWrongAttemptWithPlan.instantiate_from_default_config |
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topology: |
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- goal: "Test the code on the public tests and provide a results summary." |
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input_interface: |
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_target_: aiflows.interfaces.KeyInterface |
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additional_transformations: |
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- _target_: aiflows.data_transformations.KeyMatchInput |
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flow: CodeTestingCritic |
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output_interface: |
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_target_: aiflows.interfaces.KeyInterface |
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additional_transformations: |
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- _target_: .src.data_transformations.CorrectnessFlag |
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input_key: "public_tests_results" |
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output_key: "all_tests_passed" |
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- _target_: .src.data_transformations.TestingResultsSummaryGeneration |
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output_key: "testing_results_summary" |
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single_test_error_message: True |
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no_error_template: |2- |
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${.issue_title} |
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All of the executed tests passed. |
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compilation_error_template: |2- |
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${.issue_title} |
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The execution resulted in a compilation error. |
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## Compilation error message: |
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{{error_message}} |
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timeout_error_template: |2- |
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${.issue_title} |
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The execution timed out, the solution is not efficient enough. |
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runtime_error_template: |2- |
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${.issue_title} |
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The execution resulted in a runtime error on the following test. |
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## [Failed test] Input |
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``` |
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{{test_input}} |
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``` |
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## [Failed test] Runtime error message |
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{{error_message}} |
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single_test_error_template: |2- |
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${.issue_title} |
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The Python code does not solve the problem in the problem description due to logical errors. It fails the following test: |
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## [Failed test] Input |
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``` |
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{{test_input}} |
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``` |
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## [Failed test] Expected output |
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``` |
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{{expected_output}} |
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``` |
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## [Failed test] Generated output |
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``` |
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{{generated_output}} |
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``` |
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all_tests_header: |2- |
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${.issue_title} |
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The Python code does not solve the problem in the problem description due to logical errors. It fails on the following tests. |
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test_error_template: |2- |
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## [Failed test {{idx}}] |
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### [Failed test {{idx}}] Input |
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``` |
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{{test_input}} |
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``` |
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### [Failed test {{idx}}] Expected output |
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``` |
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{{expected_output}} |
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``` |
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### [Failed test {{idx}}] Generated output |
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``` |
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{{generated_output}} |
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``` |
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tests_separator: "\n\n" |
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issue_title: "# Issue with the last proposed solution" |
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- goal: "Generate feedback grounded in the test results summary." |
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input_interface: |
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_target_: aiflows.interfaces.KeyInterface |
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additional_transformations: |
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- _target_: aiflows.data_transformations.KeyMatchInput |
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flow: CodeCriticWrongAttempt |
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output_interface: |
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_target_: aiflows.interfaces.KeyInterface |
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additional_transformations: |
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- _target_: aiflows.data_transformations.KeyRename |
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old_key2new_key: |
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api_output: "code_feedback" |
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reset: true |
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