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Merge pull request #54 from reconsumeralization/sweep/sweep-ai-code-i…
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Implement Sweep AI for Code Improvement (✓ Sandbox Passed)
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reconsumeralization authored Dec 9, 2023
2 parents 6fc7563 + 89b749f commit 01a6b12
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14 changes: 14 additions & 0 deletions README.md
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Expand Up @@ -40,6 +40,11 @@ Comprehensive tests are conducted to ensure the quality of the software. Unit te
3. End-to-end tests:
- Execute `npm run e2e` in the repository root.


4. Sweep code improvement script test:
- Run `python -m sweep_code_improver` with test data.
- Verify that the script identifies areas for improvement and generates Sweep issues accurately.

The backend and frontend components are thoroughly tested with unit and integration tests.

## Documentation
Expand All @@ -59,6 +64,15 @@ Security is a paramount concern, and as such, the system employs JSON Web Tokens

In upcoming iterations, we aim to incorporate state-of-the-art AI capabilities to enable predictive analytics, enhancing the decision-making process and driving student success. Additionally, mobile applications for both Android and iOS platforms are under development to extend accessibility and reach.

## Code Improvement Script

The `sweep_code_improver.py` script is an automated tool that analyzes the codebase to identify areas for improvement and suggest enhancements. It integrates with Sweep AI's capabilities to detect issues related to code quality, performance, and potential refactoring.

To use the script:

1. Run the script from the repository root with `python -m sweep_code_improver`.
2. Review the output, which includes suggestions for code improvements.
3. Apply the suggested changes to enhance the codebase according to best practices.

## Constraints

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32 changes: 32 additions & 0 deletions env/lib/python3.10/site-packages/sweep_code_improver.py
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import ast

import flake8.main.application
import pylint.lint
import sweep


def analyze_codebase(codebase_dir):
with open(codebase_dir, 'r') as file:
code = file.read()

tree = ast.parse(code)

pylint_report = pylint.lint.Run([codebase_dir], do_exit=False)
flake8_app = flake8.main.application.Application()
flake8_app.run([codebase_dir])
flake8_report = flake8_app.get_reports()

improvements = sweep.analyze(tree, pylint_report, flake8_report)

for improvement in improvements:
generate_sweep_issue(improvement)

def generate_sweep_issue(improvement):
issue = sweep.Issue(
title=f"Code Improvement: {improvement['description']}",
body=f"Suggested changes: {improvement['suggestion']}"
)
issue.save()

if __name__ == "__main__":
analyze_codebase('path_to_codebase')
6 changes: 6 additions & 0 deletions env/lib/python3.10/site-packages/sweep_issues_aggregator.py
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import json
import requests
import sweep_code_improver

def fetch_issue_data(tracking_id):
url = f"https://progress.sweep.dev/issues/{tracking_id}"
Expand All @@ -9,6 +10,11 @@ def fetch_issue_data(tracking_id):

def aggregate_issues(tracking_ids):
try:
try:
sweep_code_improver.analyze_codebase('path_to_codebase')
except Exception as e:
print(f'An error occurred during analysis: {e}')

all_issues = [fetch_issue_data(tracking_id) for tracking_id in tracking_ids]
all_issues_json = json.dumps(all_issues, indent=4)
with open("combined_issues.json", "w") as file:
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