Codium-ai / cover-agent

CodiumAI Cover-Agent: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! ๐Ÿ’ป๐Ÿค–๐Ÿงช๐Ÿž
https://www.codium.ai/
GNU Affero General Public License v3.0
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Tr/prompts2 #63

Closed mrT23 closed 1 month ago

mrT23 commented 1 month ago

PR Type

Enhancement, Tests


Description


Changes walkthrough ๐Ÿ“

Relevant files
Enhancement
main.py
Update dictionary key for generated tests                               

cover_agent/main.py
  • Updated key from tests to new_tests in the dictionary used for
    generating and validating tests.
  • +1/-1     
    test_generation_prompt.toml
    Rename tests field to new_tests in NewTests class               

    cover_agent/settings/test_generation_prompt.toml
  • Renamed tests field to new_tests in the NewTests class.
  • Updated example output to reflect the new key.
  • +3/-3     
    Tests
    test_UnitTestGenerator.py
    Update test cases to use new_tests key                                     

    tests/test_UnitTestGenerator.py
  • Modified test cases to use new_tests key instead of tests.
  • Updated validation logic to reflect the new key.
  • +4/-4     
    test_load_yaml.py
    Update YAML parsing test to use new_tests key                       

    tests/test_load_yaml.py
  • Changed expected output to use new_tests key in YAML parsing test.
  • +1/-1     

    ๐Ÿ’ก PR-Agent usage: Comment /help on the PR to get a list of all available PR-Agent tools and their descriptions

    codiumai-pr-agent-pro[bot] commented 1 month ago

    PR Review ๐Ÿ”

    โฑ๏ธ Estimated effort to review [1-5] 2, because the changes are straightforward, involving only renaming of a dictionary key across multiple files. The PR is well-documented and the changes are consistent across the application and tests.
    ๐Ÿงช Relevant tests Yes
    โšก Possible issues No
    ๐Ÿ”’ Security concerns No
    codiumai-pr-agent-pro[bot] commented 1 month ago

    PR Code Suggestions โœจ

    CategorySuggestion                                                                                                                                    Score
    Possible issue
    Add a check to ensure generated_tests['new_tests'] exists and is a list before iterating ___ **Consider adding a check to ensure generated_tests['new_tests'] exists and is a list before
    iterating over it. This will prevent potential runtime errors if the structure of
    generated_tests changes.** [tests/test_UnitTestGenerator.py [50]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-6563fc9db12b41fab8c40e7392e78047264cc44e6ed59a95ab1eccbecb84d8adR50-R50) ```diff -test_gen.validate_test(generated_test, generated_tests) for generated_test in generated_tests['new_tests'] +test_gen.validate_test(generated_test, generated_tests) for generated_test in generated_tests.get('new_tests', []) ```
    Suggestion importance[1-10]: 7 Why: Adding a check for the existence and type of `generated_tests['new_tests']` before iterating is a good practice to avoid runtime errors. The suggestion correctly identifies a potential issue and provides a safer alternative.
    7
    Use defaultdict to handle missing keys more gracefully ___ **To avoid potential issues with missing keys, consider using the defaultdict from the
    collections module instead of directly accessing the dictionary with .get(). This ensures
    that even if the key is missing, an empty list is returned.** [cover_agent/main.py [155]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-610f77abc2025129e317ec1f98b3bb375b790b2197ed3f635331cca0a06fd999R155-R155) ```diff -for generated_test in generated_tests_dict.get('new_tests', []): +from collections import defaultdict +generated_tests_dict = defaultdict(list, generated_tests_dict) +for generated_test in generated_tests_dict['new_tests']: ```
    Suggestion importance[1-10]: 6 Why: The suggestion to use `defaultdict` for handling missing keys is valid and improves robustness. However, it's not a critical issue since the original code already handles missing keys with `.get()`.
    6
    Best practice
    Define the max_items value to ensure proper validation ___ **Ensure that the max_items value is correctly defined and not left as a placeholder. This
    will prevent potential issues during validation.** [cover_agent/settings/test_generation_prompt.toml [72]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-760e793bfd5f739e4369c90b8347a1af81c1a2b57f9b7ce2487379fc18b0b926R72-R72) ```diff -new_tests: List[SingleTest] = Field(min_items=1, max_items={{ max_tests }}, description="A list of new test functions to append to the existing test suite, aiming to increase the code coverage. Each test should run as-is, without requiring any additional inputs or setup code. Don't introduce new dependencies") +new_tests: List[SingleTest] = Field(min_items=1, max_items=10, description="A list of new test functions to append to the existing test suite, aiming to increase the code coverage. Each test should run as-is, without requiring any additional inputs or setup code. Don't introduce new dependencies") ```
    Suggestion importance[1-10]: 5 Why: The suggestion to explicitly define `max_items` is a good practice to avoid issues during validation. However, the impact of this change is limited to clarity and correctness in configuration, not directly affecting the runtime behavior or performance of the code.
    5
    Maintainability
    Define the CANNED_TESTS dictionary outside of the function for better maintainability ___ **To improve readability and maintainability, consider defining the CANNED_TESTS dictionary
    outside of the function if it is used across multiple tests. This avoids redundancy and
    makes it easier to update the tests in one place.** [tests/test_UnitTestGenerator.py [16-19]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-6563fc9db12b41fab8c40e7392e78047264cc44e6ed59a95ab1eccbecb84d8adR16-R19) ```diff CANNED_TESTS = {'new_tests':[ {'test_code': 'def test_current_date():\n response = client.get("/current-date")\n assert response.status_code == 200\n assert "date" in response.json()'}, {'test_code':'def test_add():\n response = client.get("/add/2/3")\n assert response.status_code == 200\n assert "result" in response.json()\n assert response.json()["result"] == 5'}, ]} +def test_end_to_end1(self): + MAX_TOKENS = 4096 + DRY_RUN = True # Unit tests should not be making calls to the LLM model + ```
    Suggestion importance[1-10]: 4 Why: While the suggestion to define `CANNED_TESTS` outside of the function could improve maintainability, the provided `improved_code` does not reflect this change and simply repeats the existing code.
    4
    codiumai-pr-agent-pro[bot] commented 1 month ago

    CI Failure Feedback ๐Ÿง

    **Action:** test
    **Failed stage:** [Run tests and generate reports](https://github.com/Codium-ai/cover-agent/actions/runs/9280756710/job/25535539758) [โŒ]
    **Failed test name:** tests/test_load_yaml.py::test_try_fix_yaml_llama3_8b
    **Failure summary:** The action failed because the test tests/test_load_yaml.py::test_try_fix_yaml_llama3_8b failed.
  • The test failed due to an AssertionError.
  • The expected output did not match the actual output after attempting to fix the YAML formatting.
  • Relevant error logs: ```yaml 1: ##[group]Operating System 2: Ubuntu ... 790: configfile: pyproject.toml 791: plugins: mock-3.14.0, cov-5.0.0, anyio-3.7.1 792: collected 38 items 793: templated_tests/python_fastapi/test_app.py::test_root 794: -------------------------------- live log call --------------------------------- 795: INFO httpx:_client.py:1026 HTTP Request: GET http://testserver/ "HTTP/1.1 200 OK" 796: PASSED [ 2%] 797: tests/test_AICaller.py::TestAICaller::test_call_model_simplified PASSED [ 5%] 798: tests/test_AICaller.py::TestAICaller::test_call_model_with_error PASSED [ 7%] 799: tests/test_AICaller.py::TestAICaller::test_call_model_error_streaming PASSED [ 10%] 800: tests/test_CoverageProcessor.py::TestCoverageProcessor::test_parse_coverage_report_cobertura PASSED [ 13%] 801: tests/test_FilePreprocessor.py::TestFilePreprocessor::test_c_file PASSED [ 15%] 802: tests/test_FilePreprocessor.py::TestFilePreprocessor::test_py_file_with_function_only PASSED [ 18%] 803: tests/test_FilePreprocessor.py::TestFilePreprocessor::test_py_file_with_commented_class PASSED [ 21%] 804: tests/test_FilePreprocessor.py::TestFilePreprocessor::test_py_file_with_class PASSED [ 23%] 805: tests/test_PromptBuilder.py::TestPromptBuilder::test_initialization_reads_file_contents PASSED [ 26%] 806: tests/test_PromptBuilder.py::TestPromptBuilder::test_initialization_handles_file_read_errors PASSED [ 28%] 807: tests/test_PromptBuilder.py::TestPromptBuilder::test_empty_included_files_section_not_in_prompt PASSED [ 31%] 808: tests/test_PromptBuilder.py::TestPromptBuilder::test_non_empty_included_files_section_in_prompt PASSED [ 34%] 809: tests/test_PromptBuilder.py::TestPromptBuilder::test_empty_additional_instructions_section_not_in_prompt PASSED [ 36%] 810: tests/test_PromptBuilder.py::TestPromptBuilder::test_empty_failed_test_runs_section_not_in_prompt PASSED [ 39%] 811: tests/test_PromptBuilder.py::TestPromptBuilder::test_non_empty_additional_instructions_section_in_prompt PASSED [ 42%] 812: tests/test_PromptBuilder.py::TestPromptBuilder::test_non_empty_failed_test_runs_section_in_prompt PASSED [ 44%] 813: tests/test_ReportGenerator.py::TestReportGeneration::test_generate_report PASSED [ 47%] 814: tests/test_Runner.py::TestRunner::test_run_command_success PASSED [ 50%] 815: tests/test_Runner.py::TestRunner::test_run_command_with_cwd PASSED [ 52%] 816: tests/test_Runner.py::TestRunner::test_run_command_failure PASSED [ 55%] ... 825: tests/test_UnitTestGenerator.py::TestUnitTestGenerator::test_end_to_end2 826: -------------------------------- live log call --------------------------------- 827: INFO cover_agent.UnitTestGenerator:UnitTestGenerator.py:122 Running build/test command to generate coverage report: "pytest --cov=. --cov-report=xml" 828: INFO cover_agent.UnitTestGenerator:UnitTestGenerator.py:351 Running test with the following command: "pytest --cov=. --cov-report=xml" 829: INFO cover_agent.UnitTestGenerator:UnitTestGenerator.py:400 Test did not increase coverage. Rolling back. 830: INFO cover_agent.UnitTestGenerator:UnitTestGenerator.py:351 Running test with the following command: "pytest --cov=. --cov-report=xml" 831: INFO cover_agent.UnitTestGenerator:UnitTestGenerator.py:400 Test did not increase coverage. Rolling back. 832: PASSED [ 60%] 833: tests/test_UnitTestGenerator.py::TestExtractErrorMessage::test_extract_single_match PASSED [ 63%] 834: tests/test_UnitTestGenerator.py::TestExtractErrorMessage::test_extract_bad_match 835: -------------------------------- live log call --------------------------------- 836: ERROR root:UnitTestGenerator.py:472 Error extracting error message: expected string or bytes-like object, got 'int' 837: PASSED [ 65%] 838: tests/test_load_yaml.py::TestLoadYaml::test_load_valid_yaml PASSED [ 68%] 839: tests/test_load_yaml.py::TestLoadYaml::test_load_invalid_yaml1 840: -------------------------------- live log call --------------------------------- 841: INFO root:utils.py:29 Failed to parse AI prediction: mapping values are not allowed here 842: in "", line 12, column 37: 843: relevant line: user="""PR Info: aaa 844: ^. Attempting to fix YAML formatting. 845: INFO root:utils.py:73 Successfully parsed AI prediction after adding |- 846: PASSED [ 71%] 847: tests/test_load_yaml.py::TestLoadYaml::test_load_invalid_yaml2 848: -------------------------------- live log call --------------------------------- 849: INFO root:utils.py:29 Failed to parse AI prediction: mapping values are not allowed here ... 858: PASSED [ 76%] 859: tests/test_load_yaml.py::test_try_fix_yaml_remove_all_lines 860: -------------------------------- live log call --------------------------------- 861: INFO root:utils.py:110 Successfully parsed AI prediction after removing 1 lines 862: PASSED [ 78%] 863: tests/test_load_yaml.py::test_try_fix_yaml_llama3_8b 864: -------------------------------- live log call --------------------------------- 865: INFO root:utils.py:110 Successfully parsed AI prediction after removing 2 lines 866: FAILED [ 81%] 867: tests/test_load_yaml.py::test_invalid_yaml_wont_parse 868: -------------------------------- live log call --------------------------------- 869: INFO root:utils.py:29 Failed to parse AI prediction: mapping values are not allowed here 870: in "", line 3, column 9: 871: language: python 872: ^. Attempting to fix YAML formatting. 873: INFO root:utils.py:32 Failed to parse AI prediction after fixing YAML formatting. 874: PASSED [ 84%] 875: tests/test_main.py::TestMain::test_parse_args PASSED [ 86%] 876: tests/test_main.py::TestMain::test_main_source_file_not_found PASSED [ 89%] 877: tests/test_main.py::TestMain::test_main_test_file_not_found PASSED [ 92%] 878: tests/test_version.py::TestGetVersion::test_get_version_happy_path PASSED [ 94%] 879: tests/test_version.py::TestGetVersion::test_get_version_file_missing PASSED [ 97%] 880: tests/test_version.py::TestGetVersion::test_get_version_empty_or_whitespace_file PASSED [100%] 881: =================================== FAILURES =================================== ... 891: test_name: test_current_date 892: test_code: | 893: bbb 894: test_tags: happy path 895: hope this helps! 896: """ 897: expected_output = {'here is the response': None, 'language': 'python', 'new_tests': [{'test_behavior': 'aaa\n', 'test_name': 'test_current_date', 'test_code': 'bbb\n', 'test_tags': 'happy path'}]} 898: > assert try_fix_yaml(yaml_str) == expected_output 899: E AssertionError: assert {'here is the...happy path'}]} == {'here is the...happy path'}]} ... 920: E { 921: E 'test_behavior': 'aaa\n', 922: E 'test_code': 'bbb\n', 923: E 'test_name': 'test_current_date', 924: E 'test_tags': 'happy path', 925: E }, 926: E ], 927: E } 928: tests/test_load_yaml.py:127: AssertionError 929: ------------------------------ Captured log call ------------------------------- 930: INFO root:utils.py:110 Successfully parsed AI prediction after removing 2 lines 931: =============================== warnings summary =============================== 932: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/httpx/_client.py:680 933: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/httpx/_client.py:680: DeprecationWarning: The 'app' shortcut is now deprecated. Use the explicit style 'transport=WSGITransport(app=...)' instead. 934: warnings.warn(message, DeprecationWarning) 935: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/pydantic/_internal/_config.py:284: 25 warnings 936: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/pydantic/_internal/_config.py:284: PydanticDeprecatedSince20: Support for class-based `config` is deprecated, use ConfigDict instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 937: warnings.warn(DEPRECATION_MESSAGE, DeprecationWarning) 938: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:260 939: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:260: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 940: @root_validator(pre=True) 941: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:347 942: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:347: PydanticDeprecatedSince20: `pydantic.config.Extra` is deprecated, use literal values instead (e.g. `extra='allow'`). Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 943: extra = Extra.allow # Allow extra fields 944: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:350 945: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:350: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 946: @root_validator(pre=True) 947: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:379 948: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:379: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 949: @root_validator(pre=True) 950: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:426 951: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:426: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 952: @root_validator(pre=True) 953: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:495 954: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:495: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 955: @root_validator(pre=True) 956: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:515 957: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:515: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 958: @root_validator(pre=True) 959: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:528 960: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:528: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 961: @root_validator(pre=True) 962: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:573 963: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:573: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 964: @root_validator(pre=True) 965: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:610 966: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:610: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 967: @root_validator(pre=True) 968: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:928 969: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:928: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 970: @root_validator(pre=True) 971: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:955 972: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:955: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ 973: @root_validator(pre=True) 974: ../../../.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:976 975: /home/runner/.cache/pypoetry/virtualenvs/cover-agent-a0pACUfe-py3.12/lib/python3.12/site-packages/litellm/proxy/_types.py:976: PydanticDeprecatedSince20: Pydantic V1 style `@root_validator` validators are deprecated. You should migrate to Pydantic V2 style `@model_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.7/migration/ ... 995: cover_agent/settings/config_loader.py 20 1 95% 996: cover_agent/utils.py 71 9 87% 997: cover_agent/version.py 11 1 91% 998: ----------------------------------------------------------- 999: TOTAL 559 162 71% 1000: Coverage XML written to file cobertura.xml 1001: Required test coverage of 70% reached. Total coverage: 71.02% 1002: =========================== short test summary info ============================ 1003: FAILED tests/test_load_yaml.py::test_try_fix_yaml_llama3_8b - AssertionError: assert {'here is the...happy path'}]} == {'here is the...happy path'}]} ... 1022: { 1023: 'test_behavior': 'aaa\n', 1024: 'test_code': 'bbb\n', 1025: 'test_name': 'test_current_date', 1026: 'test_tags': 'happy path', 1027: }, 1028: ], 1029: } 1030: ================== 1 failed, 37 passed, 40 warnings in 18.29s ================== 1031: make: *** [Makefile:6: test] Error 1 1032: ##[error]Process completed with exit code 2. ```

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    mrT23 commented 3 weeks ago

    /improve

    codiumai-pr-agent-pro[bot] commented 3 weeks ago

    PR Code Suggestions โœจ

    CategorySuggestion                                                                                                                                    Score
    Possible issue
    Add a check to handle cases where the dictionary might be None ___ **To handle potential cases where generated_tests_dict is None, add a check before iterating
    over generated_tests_dict.get('new_tests', []).** [cover_agent/main.py [155]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-610f77abc2025129e317ec1f98b3bb375b790b2197ed3f635331cca0a06fd999R155-R155) ```diff -for generated_test in generated_tests_dict.get('new_tests', []): +if generated_tests_dict: + for generated_test in generated_tests_dict.get('new_tests', []): ``` - [ ] **Apply this suggestion**
    Suggestion importance[1-10]: 7 Why: The suggestion correctly identifies a potential issue where `generated_tests_dict` could be `None`, which would cause an error during iteration. This is a valid improvement for robustness.
    7
    Best practice
    Add a check to verify that the result contains the expected keys ___ **To ensure consistency, add a check to verify that try_fix_yaml returns a dictionary with
    the expected keys.** [tests/test_load_yaml.py [127]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-8c768f74c0ec315cae609328dee7f760186071e8e9f0bbd6338b1b49ad0749beR127-R127) ```diff -assert try_fix_yaml(yaml_str) == expected_output +result = try_fix_yaml(yaml_str) +assert 'new_tests' in result +assert result == expected_output ``` - [ ] **Apply this suggestion**
    Suggestion importance[1-10]: 6 Why: Adding a check to ensure the presence of expected keys in the result of `try_fix_yaml` increases the robustness and reliability of the test, ensuring that the function behaves as expected.
    6
    Enhancement
    Use a variable to store the list of new tests for better readability ___ **To improve readability, consider using a variable to store generated_tests['new_tests']
    before the list comprehension.** [tests/test_UnitTestGenerator.py [50]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-6563fc9db12b41fab8c40e7392e78047264cc44e6ed59a95ab1eccbecb84d8adR50-R50) ```diff -test_gen.validate_test(generated_test, generated_tests) for generated_test in generated_tests['new_tests'] +new_tests = generated_tests['new_tests'] +test_gen.validate_test(generated_test, generated_tests) for generated_test in new_tests ``` - [ ] **Apply this suggestion**
    Suggestion importance[1-10]: 5 Why: The suggestion improves readability by storing the list in a variable before using it in a list comprehension. This is a minor enhancement that makes the code cleaner and easier to understand.
    5
    Clarity
    Update the description to specify that the list should contain instances of SingleTest ___ **To improve clarity, update the description of new_tests to specify that the list should
    contain instances of SingleTest.** [cover_agent/settings/test_generation_prompt.toml [72]](https://github.com/Codium-ai/cover-agent/pull/63/files#diff-760e793bfd5f739e4369c90b8347a1af81c1a2b57f9b7ce2487379fc18b0b926R72-R72) ```diff -new_tests: List[SingleTest] = Field(min_items=1, max_items={{ max_tests }}, description="A list of new test functions to append to the existing test suite, aiming to increase the code coverage. Each test should run as-is, without requiring any additional inputs or setup code. Don't introduce new dependencies") +new_tests: List[SingleTest] = Field(min_items=1, max_items={{ max_tests }}, description="A list of `SingleTest` instances to append to the existing test suite, aiming to increase the code coverage. Each test should run as-is, without requiring any additional inputs or setup code. Don't introduce new dependencies") ``` - [ ] **Apply this suggestion**
    Suggestion importance[1-10]: 4 Why: The suggestion to clarify the description in the TOML configuration is minor but helps improve the documentation's clarity by specifying the type of objects in the list. However, the existing description already implies this, making the suggestion less impactful.
    4