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1 year ago Here's the PR! https://github.com/s8911204/inst_feature_analysis/pull/7.
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https://github.com/s8911204/inst_feature_analysis/blob/c1af08a91af4bcb00f7d88b98baf48e6350af8bf/inst_analysis.py#L1-L193 https://github.com/s8911204/inst_feature_analysis/blob/c1af08a91af4bcb00f7d88b98baf48e6350af8bf/predict.py#L1-L102Step 2: â¨ď¸ Coding
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inst_analysis.pyâ Commitb63230cModify inst_analysis.py with contents:
⢠Add a docstring at the beginning of the get_feature_importance function. The docstring should include the following: - Function Name: get_feature_importance - Parameters: model (sklearn.tree.DecisionTreeClassifier) - The trained model, feature_list (list) - The list of features used in the model. - Returns: fii (collections.OrderedDict) - An ordered dictionary of feature importances. - Errors/Exceptions: None - Examples: Provide an example of how to use the function with a trained model and a list of features. - Notes: Mention that the function only includes features with an importance greater than 0.0 in the returned dictionary.
⢠Add a docstring at the beginning of the main function. The docstring should include the following: - Function Name: main - Parameters: None - Returns: None - Errors/Exceptions: Mention any errors or exceptions that can be thrown during the execution of the function. - Examples: Provide an example of how to call the main function. - Notes: Mention that the function loads data, trains a model, tests the model, gets feature importances, plots the decision tree, and generates a final report.
⢠For any other functions present in the inst_analysis.py file, add a similar docstring at the beginning of the function. The docstring should include the function name, parameters, return values, errors/exceptions, examples, and notes.
Sandbox logs for
545050bâ
trunk init1/5 â⥿ Downloading Trunk 1.17.0... ⥿ Downloading Trunk 1.17.0... ⢿ Downloading Trunk 1.17.0... ⣝ Downloading Trunk 1.17.0... ⣽ Downloading Trunk 1.17.0... ⣞ Downloading Trunk 1.17.0... ⣡ Downloading Trunk 1.17.0... â Downloading Trunk 1.17.0... done ⥿ Verifying Trunk sha256... â Verifying Trunk sha256... done ⥿ Unpacking Trunk... â Unpacking Trunk... done â 10 linters were enabled (.trunk/trunk.yaml) bandit 1.7.5 (12 python files) black 23.9.1 (12 python files) checkov 2.5.9 (3 yaml files) git-diff-check (11 files) isort 5.12.0 (12 python files) (created .isort.cfg) prettier 3.0.3 (3 yaml files) ruff 0.0.292 (12 python files) (created ruff.toml) trivy 0.46.0 (3 yaml files) trufflehog 3.60.0 (11 files) yamllint 1.32.0 (3 yaml files) (created .yamllint.yaml) Next Steps 1. Read documentation Our documentation can be found at https://docs.trunk.io 2. Get help and give feedback Join the Trunk community at https://slack.trunk.io
trunk fmt `inst_analysis.py`2/5 ââ Formatted inst_analysis.py Re-checking autofixed files... â Formatted inst_analysis.py Re-checking autofixed files... Checked 1 file â No issues
trunk check --fix --print-failures `inst_analysis.py`3/5 ââ Auto-fixed inst_analysis.py Re-checking autofixed files... ISSUES inst_analysis.py:11:26 11:26 high `joblib.load` imported but unused ruff/F401 136:9 high Loop control variable `result` not used within loop body ruff/B007 Checked 1 file 2 existing issues (2 auto-fixable)
trunk fmt `inst_analysis.py`4/5 ââ Formatted inst_analysis.py Re-checking autofixed files... â Formatted inst_analysis.py Re-checking autofixed files... Checked 1 file â No issues
trunk check --fix --print-failures `inst_analysis.py`5/5 â (`1`)â Auto-fixed inst_analysis.py Re-checking autofixed files... ISSUES inst_analysis.py:46:40 10:26 high `joblib.load` imported but unused ruff/F401 46:40 high Function definition does not bind loop variable `g` ruff/B023 Checked 1 file 1 existing issue (1 auto-fixable) â 1 new issue
Sandbox logs for 1c5bcb5 â
trunk fmt `inst_analysis.py`1/2 ââ Formatted inst_analysis.py Re-checking autofixed files... â Formatted inst_analysis.py Re-checking autofixed files... Checked 1 file â No issues Run trunk upgrade to upgrade 1 linter
trunk check --fix --print-failures `inst_analysis.py`2/2 â (`1`)â Auto-fixed inst_analysis.py Re-checking autofixed files... ISSUES inst_analysis.py:46:40 13:37 high `sklearn.model_selection.cross_val_score` imported but unused ruff/F401 46:40 high Function definition does not bind loop variable `g` ruff/B023 Checked 1 file 1 existing issue (1 auto-fixable) â 1 new issue
Sandbox logs for d1f5758 â
trunk fmt `inst_analysis.py`1/2 ââ Formatted inst_analysis.py Re-checking autofixed files... â Formatted inst_analysis.py Re-checking autofixed files... Checked 1 file â No issues Run trunk upgrade to upgrade 1 linter
trunk check --fix --print-failures `inst_analysis.py`2/2 â (`1`)â Auto-fixed inst_analysis.py Re-checking autofixed files... ISSUES inst_analysis.py:46:36 46:36 high Function definition does not bind loop variable `data_set` ruff/B023 Checked 1 file â 1 new issue
Sandbox logs for b63230c â
trunk fmt `inst_analysis.py`1/2 ââ Formatted inst_analysis.py Re-checking autofixed files... â Formatted inst_analysis.py Re-checking autofixed files... Checked 1 file â No issues Run trunk upgrade to upgrade 1 linter
trunk check --fix --print-failures `inst_analysis.py`2/2 ââ Auto-fixed inst_analysis.py Re-checking autofixed files... Checked 1 file â No issues
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I have finished reviewing the code for completeness. I did not find errors for sweep/add-function-documentation.
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Details The function documentation in Python should contain the following information: Function Name: A brief descriptive name that should describe what the main functionality of the function is. In Python, function names should adhere to PEP 8, starting with a lowercase letter and words separated with underscores. Parameters: A clear explanation of every input parameter, including its name, type, and what it does. Returns: An explanation of the return value, including what its type is and what it represents. Errors/Exceptions: The documentation needs to clearly state under what conditions the function throws which kind of error or exception. Examples: Users frequently need to look at usage examples to understand how a function works, making examples a crucial part of function documentation. Notes: Any points that the user should be especially aware of should also be explicitly stated.
Files to change inst_analysis.py
Checklist
- [X] ``inst_analysis.py`` â Commitb63230c