Codium-ai / cover-agent

CodiumAI Cover-Agent: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞
https://www.codium.ai/
GNU Affero General Public License v3.0
4.23k stars 298 forks source link

Introduce Nightly Regression Pipeline #100

Closed EmbeddedDevops1 closed 3 months ago

EmbeddedDevops1 commented 3 months ago

PR Type

Enhancement, Tests, Documentation


Description


Changes walkthrough 📝

Relevant files
Enhancement
4 files
test_all.sh
Update integration test script with new models and tests 

tests_integration/test_all.sh
  • Updated default model to gpt-4o.
  • Removed user ID and group ID from Docker run command.
  • Added new test cases for Java Spring Calculator and VanillaJS.
  • +23/-20 
    ci_pipeline.yml
    Update CI pipeline with new Python and Ubuntu versions     

    .github/workflows/ci_pipeline.yml
  • Updated Python version to 3.12.
  • Added caching for Poetry dependencies.
  • Changed Ubuntu version to 22.04.
  • +42/-6   
    Dockerfile
    Update Dockerfile base image                                                         

    Dockerfile - Changed base image to `python:3.12-bullseye`.
    +1/-1     
    Dockerfile
    Add Dockerfile for VanillaJS tests                                             

    templated_tests/js_vanilla/Dockerfile - Created new Dockerfile for VanillaJS tests.
    +12/-0   
    Tests
    2 files
    CalculatorControllerTest.java
    Remove redundant test cases in Java Spring Calculator       

    templated_tests/java_spring_calculator/src/test/java/com/example/calculator/controller/CalculatorControllerTest.java - Removed test cases for multiply and divide operations.
    +0/-19   
    nightly_regression.yml
    Add nightly regression testing workflow                                   

    .github/workflows/nightly_regression.yml
  • Added new nightly regression workflow.
  • Included steps for building and testing the executable.
  • +76/-0   
    Miscellaneous
    1 files
    version.txt
    Increment version to 0.1.43                                                           

    cover_agent/version.txt - Incremented version from 0.1.42 to 0.1.43.
    +1/-1     
    Dependencies
    1 files
    Dockerfile
    Add libc6 installation to Java Spring Calculator Dockerfile

    templated_tests/java_spring_calculator/Dockerfile - Added installation of `libc6`.
    +5/-1     
    Documentation
    1 files
    README.md
    Update README with new test instructions                                 

    tests_integration/README.md - Improved formatting and added instructions for new test cases.
    +52/-17 

    💡 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 3 months ago

    PR Reviewer Guide 🔍

    (Review updated until commit https://github.com/Codium-ai/cover-agent/commit/87c9e4d86c8610850facc6facb04d6ee3654eef2)

    ⏱️ Estimated effort to review [1-5] 3
    🧪 Relevant tests Yes
    🔒 Security concerns No
    ⚡ Key issues to review Possible Bug:
    The change in the default model from "gpt-3.5-turbo" to "gpt-4o" in the test_all.sh script might affect existing tests that rely on the older model's behavior. It's crucial to ensure that all tests still pass with the new model.
    Redundancy Concern:
    The removal of user ID and group ID in Docker commands might affect permissions and access to generated files in certain environments. This should be tested thoroughly to avoid runtime issues.
    Test Coverage:
    The removal of certain test cases in CalculatorControllerTest.java might reduce coverage unless they are redundant or replaced by other tests. Verify that the test coverage metrics are still satisfactory.
    codiumai-pr-agent-pro[bot] commented 3 months ago

    PR Code Suggestions ✨

    CategorySuggestion                                                                                                                                    Score
    Possible issue
    Add a check to ensure the MODEL variable is set before using it ___ **Add a check to ensure that the MODEL variable is not empty before using it in the script
    to avoid potential runtime errors.** [tests_integration/test_all.sh [64]](https://github.com/Codium-ai/cover-agent/pull/100/files#diff-65b6da080079e8f0585416d7e71797238296436ccac70a59aa5695b2a11a9d15R64-R64) ```diff ---model $MODEL +--model ${MODEL:?Model variable not set} ``` - [ ] **Apply this suggestion**
    Suggestion importance[1-10]: 8 Why: This is a valid suggestion to prevent runtime errors by ensuring the MODEL variable is set before use, which enhances the robustness of the script.
    8
    Best practice
    ✅ Use a GitHub Action to set up Docker for better consistency and reliability ___
    Suggestion Impact:The suggestion to use a GitHub Action for setting up Docker was implemented. The original manual Docker setup was replaced with the use of a Docker container in the job configuration. code diff: ```diff + container: + image: docker:latest + options: --privileged # Required for Docker-in-Docker ```
    ___ **Use the docker/setup-buildx-action to ensure Docker is set up correctly and consistently
    across different environments.** [.github/workflows/nightly_regression.yml [33-38]](https://github.com/Codium-ai/cover-agent/pull/100/files#diff-e974b1b32761ee29d6423466ff4719774ec11424682ce151ceb184b96b56ccc5R33-R38) ```diff - name: Set up Docker - run: | - sudo apt-get update - sudo apt-get install -y docker.io + uses: docker/setup-buildx-action@v1 ``` - [ ] **Apply this suggestion**
    Suggestion importance[1-10]: 7 Why: Using a GitHub Action like `docker/setup-buildx-action` for setting up Docker can provide a more consistent and reliable environment across different runs, which is a good practice.
    7
    codiumai-pr-agent-pro[bot] commented 3 months ago

    CI Failure Feedback 🧐

    (Checks updated until commit https://github.com/Codium-ai/cover-agent/commit/1bb6307084c0c8212491f18eb4afa97b9846c339)

    **Action:** run-integration-tests
    **Failed stage:** [Run integration tests](https://github.com/Codium-ai/cover-agent/actions/runs/9541122758/job/26293917938) [❌]
    **Failure summary:** The action failed because the cover-agent command encountered an error during the initial test suite
    analysis. The specific issue was an OpenAIError indicating that the api_key client option was not
    set. This error occurred because the OPENAI_API_KEY environment variable was not set, which is
    required for authentication with the OpenAI API.
    Relevant error logs: ```yaml 1: ##[group]Operating System 2: Ubuntu ... 782: + COMMAND='/usr/local/bin/cover-agent --source-file-path "app.py" --test-file-path "test_app.py" --code-coverage-report-path "coverage.xml" --test-command "pytest --cov=. --cov-report=xml --cov-report=term" --coverage-type "cobertura" --desired-coverage 70 --max-iterations 2 --strict-coverage' 783: + '[' -n gpt-3.5-turbo ] 784: + COMMAND='/usr/local/bin/cover-agent --source-file-path "app.py" --test-file-path "test_app.py" --code-coverage-report-path "coverage.xml" --test-command "pytest --cov=. --cov-report=xml --cov-report=term" --coverage-type "cobertura" --desired-coverage 70 --max-iterations 2 --strict-coverage --model "gpt-3.5-turbo"' 785: + '[' -n ] 786: Running the cover-agent command... 787: + '[' -n ] 788: + docker exec 8bb72e405e1e4f8e4d208c320cb9603c1819d0f9dd738daa1ebd07b1ea417583 bash -c '/usr/local/bin/cover-agent --source-file-path "app.py" --test-file-path "test_app.py" --code-coverage-report-path "coverage.xml" --test-command "pytest --cov=. --cov-report=xml --cov-report=term" --coverage-type "cobertura" --desired-coverage 70 --max-iterations 2 --strict-coverage --model "gpt-3.5-turbo"' 789: 2024-06-17 02:43:30,558 - cover_agent.UnitTestGenerator - INFO - Running build/test command to generate coverage report: "pytest --cov=. --cov-report=xml --cov-report=term" 790: 2024-06-17 02:43:32,004 - cover_agent.UnitTestGenerator - ERROR - Error during initial test suite analysis: OpenAIException - Traceback (most recent call last): 791: File "litellm/llms/openai.py", line 574, in completion 792: File "litellm/llms/openai.py", line 492, in completion 793: File "litellm/llms/openai.py", line 654, in streaming 794: File "openai/_client.py", line 104, in __init__ 795: openai.openaiError: The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY environment variable 796: Traceback (most recent call last): 797: File "litellm/llms/openai.py", line 574, in completion 798: File "litellm/llms/openai.py", line 492, in completion 799: File "litellm/llms/openai.py", line 654, in streaming 800: File "openai/_client.py", line 104, in __init__ 801: openai.OpenAIError: The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY environment variable 802: During handling of the above exception, another exception occurred: 803: Traceback (most recent call last): 804: File "litellm/main.py", line 1079, in completion 805: File "litellm/main.py", line 1052, in completion 806: File "litellm/llms/openai.py", line 582, in completion 807: litellm.llms.openai.OpenAIError: Traceback (most recent call last): 808: File "litellm/llms/openai.py", line 574, in completion 809: File "litellm/llms/openai.py", line 492, in completion 810: File "litellm/llms/openai.py", line 654, in streaming 811: File "openai/_client.py", line 104, in __init__ 812: openai.OpenAIError: The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY environment variable ... 814: Traceback (most recent call last): 815: File "cover_agent/UnitTestGenerator.py", line 261, in initial_test_suite_analysis 816: File "cover_agent/AICaller.py", line 61, in call_model 817: File "litellm/utils.py", line 3415, in wrapper 818: File "litellm/utils.py", line 3308, in wrapper 819: File "litellm/main.py", line 2370, in completion 820: File "litellm/utils.py", line 9885, in exception_type 821: File "litellm/utils.py", line 8551, in exception_type 822: litellm.exceptions.AuthenticationError: OpenAIException - Traceback (most recent call last): 823: File "litellm/llms/openai.py", line 574, in completion 824: File "litellm/llms/openai.py", line 492, in completion 825: File "litellm/llms/openai.py", line 654, in streaming 826: File "openai/_client.py", line 104, in __init__ 827: openai.openaiError: The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY environment variable 828: During handling of the above exception, another exception occurred: 829: Traceback (most recent call last): 830: File "cover_agent/main.py", line 99, in 831: File "cover_agent/main.py", line 95, in main 832: File "cover_agent/CoverAgent.py", line 60, in run 833: File "cover_agent/UnitTestGenerator.py", line 304, in initial_test_suite_analysis 834: Exception: Error during initial test suite analysis 835: [13] Failed to execute script 'main' due to unhandled exception! 836: Give Feedback / Get Help: https://github.com/BerriAI/litellm/issues/new 837: LiteLLM.Info: If you need to debug this error, use `litellm.set_verbose=True'. 838: + cleanup 839: + '[' -n 8bb72e405e1e4f8e4d208c320cb9603c1819d0f9dd738daa1ebd07b1ea417583 ] 840: + echo 'Cleaning up...' 841: + docker stop 8bb72e405e1e4f8e4d208c320cb9603c1819d0f9dd738daa1ebd07b1ea417583 842: Cleaning up... 843: 8bb72e405e1e4f8e4d208c320cb9603c1819d0f9dd738daa1ebd07b1ea417583 844: + docker rm 8bb72e405e1e4f8e4d208c320cb9603c1819d0f9dd738daa1ebd07b1ea417583 845: 8bb72e405e1e4f8e4d208c320cb9603c1819d0f9dd738daa1ebd07b1ea417583 846: ##[error]Process completed with exit code 1. ```

    ✨ CI feedback usage guide:
    The CI feedback tool (`/checks)` automatically triggers when a PR has a failed check. The tool analyzes the failed checks and provides several feedbacks: - Failed stage - Failed test name - Failure summary - Relevant error logs In addition to being automatically triggered, the tool can also be invoked manually by commenting on a PR: ``` /checks "https://github.com/{repo_name}/actions/runs/{run_number}/job/{job_number}" ``` where `{repo_name}` is the name of the repository, `{run_number}` is the run number of the failed check, and `{job_number}` is the job number of the failed check. #### Configuration options - `enable_auto_checks_feedback` - if set to true, the tool will automatically provide feedback when a check is failed. Default is true. - `excluded_checks_list` - a list of checks to exclude from the feedback, for example: ["check1", "check2"]. Default is an empty list. - `enable_help_text` - if set to true, the tool will provide a help message with the feedback. Default is true. - `persistent_comment` - if set to true, the tool will overwrite a previous checks comment with the new feedback. Default is true. - `final_update_message` - if `persistent_comment` is true and updating a previous checks message, the tool will also create a new message: "Persistent checks updated to latest commit". Default is true. See more information about the `checks` tool in the [docs](https://pr-agent-docs.codium.ai/tools/ci_feedback/).
    EmbeddedDevops1 commented 3 months ago

    /review

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

    Persistent review updated to latest commit https://github.com/Codium-ai/cover-agent/commit/87c9e4d86c8610850facc6facb04d6ee3654eef2

    EmbeddedDevops1 commented 3 months ago

    /describe

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

    PR Description updated to latest commit (https://github.com/Codium-ai/cover-agent/commit/217a32d69b638167a82125b9ae3dfc01e65c2689)

    hussam789 commented 3 months ago

    /analyze

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

    PR Analysis 🔬

    fileChanged components

    💡 Usage guide:
    Using static code analysis capabilities, the `analyze` tool scans the PR code changes and find the code components (methods, functions, classes) that changed in the PR. The tool can be triggered [automatically](https://pr-agent-docs.codium.ai/usage-guide/automations_and_usage/#github-app-automatic-tools-when-a-new-pr-is-opened) every time a new PR is opened, or can be invoked manually by commenting on any PR: ``` /analyze ``` Language that are currently supported: Python, Java, C++, JavaScript, TypeScript, C#. See more information about the tool in the [docs](https://pr-agent-docs.codium.ai/tools/analyze/).