Refactor Aider integration using Strategy Pattern
Extracted Aider-specific functionality into AiderCodeSolver strategy class to enable future integration with Claude Code. This architectural change maintains backward compatibility while preparing for multi-AI-assistant support. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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@ -134,13 +134,13 @@ def bash_cmd(*commands: str) -> str:
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AIDER_TEST = bash_cmd(
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'echo "Setting up virtual environment"'
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'echo "Setting up virtual environment"',
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'virtualenv venv',
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'echo "Activating virtual environment"'
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'echo "Activating virtual environment"',
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'source venv/bin/activate',
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'echo "Installing package"'
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'echo "Installing package"',
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'pip install -e .',
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'echo "Testing package"'
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'echo "Testing package"',
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'pytest test',
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)
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@ -169,61 +169,105 @@ CODE_MODEL = None
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EVALUATOR_MODEL = 'ollama/gemma3:27b'
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MODEL_EDIT_MODES = {
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'ollama/qwen3:32b': 'diff',
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'ollama/hf.co/unsloth/Qwen3-30B-A3B-GGUF:Q4_K_M': 'diff',
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'ollama/qwen3:32b': 'diff',
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'ollama/hf.co/unsloth/Qwen3-30B-A3B-GGUF:Q4_K_M': 'diff',
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}
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def create_aider_command(issue: str) -> list[str]:
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l = [
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'aider',
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'--chat-language',
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'english',
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'--no-stream',
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'--no-analytics',
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#'--no-check-update',
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'--test-cmd',
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AIDER_TEST,
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'--lint-cmd',
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AIDER_LINT,
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'--auto-test',
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'--no-auto-lint',
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'--yes',
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'--disable-playwright',
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'--timeout',
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str(10_000),
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]
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@dataclasses.dataclass(frozen=True)
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class CodeSolverStrategy:
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"""Base interface for code solving strategies."""
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if edit_format := MODEL_EDIT_MODES.get(CODE_MODEL):
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l.append('--edit-format')
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l.append(edit_format)
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del edit_format
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def solve_issue_round(self, repository_path: Path, issue_content: str) -> bool:
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"""Attempt to solve an issue in a single round.
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for key in secrets.llm_api_keys():
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l += ['--api-key', key]
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Args:
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repository_path: Path to the repository
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issue_content: The issue description to solve
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if False:
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l.append('--read')
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l.append('CONVENTIONS.md')
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Returns:
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True if the solution round completed without crashing, False otherwise
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"""
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raise NotImplementedError
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if True:
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l.append('--cache-prompts')
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if False:
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l.append('--architect')
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@dataclasses.dataclass(frozen=True)
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class AiderCodeSolver(CodeSolverStrategy):
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"""Code solver that uses Aider for issue resolution."""
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if CODE_MODEL:
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l.append('--model')
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l.append(CODE_MODEL)
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def _create_aider_command(self, issue: str) -> list[str]:
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"""Create the Aider command with all necessary flags."""
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l = [
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'aider',
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'--chat-language',
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'english',
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'--no-stream',
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'--no-analytics',
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'--test-cmd',
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AIDER_TEST,
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'--lint-cmd',
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AIDER_LINT,
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'--auto-test',
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'--no-auto-lint',
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'--yes',
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'--disable-playwright',
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'--timeout',
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str(10_000),
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]
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if CODE_MODEL.startswith('ollama/') and False:
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l.append('--auto-lint')
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if edit_format := MODEL_EDIT_MODES.get(CODE_MODEL):
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l.append('--edit-format')
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l.append(edit_format)
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del edit_format
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if True:
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l.append('--message')
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l.append(LLM_MESSAGE_FORMAT.format(issue=issue))
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for key in secrets.llm_api_keys():
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l += ['--api-key', key]
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return l
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if False:
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l.append('--read')
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l.append('CONVENTIONS.md')
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if True:
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l.append('--cache-prompts')
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if False:
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l.append('--architect')
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if CODE_MODEL:
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l.append('--model')
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l.append(CODE_MODEL)
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if CODE_MODEL.startswith('ollama/') and False:
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l.append('--auto-lint')
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if True:
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l.append('--message')
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l.append(LLM_MESSAGE_FORMAT.format(issue=issue))
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return l
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def solve_issue_round(self, repository_path: Path, issue_content: str) -> bool:
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"""Solve an issue using Aider."""
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# Primary Aider command
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aider_command = self._create_aider_command(issue_content)
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aider_did_not_crash = run_cmd(
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aider_command,
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repository_path,
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check=False,
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)
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if not aider_did_not_crash:
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return aider_did_not_crash
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# Auto-fix standard code quality stuff after aider
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run_cmd(['bash', '-c', RUFF_FORMAT_AND_AUTO_FIX], repository_path, check=False)
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run_cmd(['git', 'add', '.'], repository_path)
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run_cmd(
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['git', 'commit', '-m', 'Ruff after aider'],
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repository_path,
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check=False,
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)
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return True
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def get_commit_messages(cwd: Path, base_branch: str, current_branch: str) -> list[str]:
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@ -345,33 +389,17 @@ def run_cmd(cmd: list[str], cwd: Path | None = None, check=True) -> bool:
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return result.returncode == 0
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def issue_solution_round(repository_path, issue_content):
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# Primary Aider command
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aider_command = create_aider_command(issue_content)
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aider_did_not_crash = run_cmd(
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aider_command,
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repository_path,
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check=False,
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)
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if not aider_did_not_crash:
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return aider_did_not_crash
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# Auto-fix standard code quality stuff after aider
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run_cmd(['bash', '-c', RUFF_FORMAT_AND_AUTO_FIX], repository_path, check=False)
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run_cmd(['git', 'add', '.'], repository_path)
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run_cmd(['git', 'commit', '-m', 'Ruff after aider'], repository_path, check=False)
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return True
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def remove_thinking_tokens(text: str) -> str:
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text = re.sub(r'^\s*<think>.*?</think>', '', text, flags=re.MULTILINE | re.DOTALL)
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text = text.strip()
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return text
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assert remove_thinking_tokens('<think>Hello</think>\nWorld\n') == 'World'
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assert remove_thinking_tokens('<think>\nHello\n</think>\nWorld\n') == 'World'
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assert remove_thinking_tokens('\n<think>\nHello\n</think>\nWorld\n') == 'World'
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def run_ollama(cwd: Path, texts: list[str]) -> str:
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cmd = ['ollama', 'run', EVALUATOR_MODEL.removeprefix('ollama/')]
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process = subprocess.Popen(
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@ -397,9 +425,11 @@ def parse_yes_no_answer(text: str) -> bool | None:
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return False
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return None
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assert parse_yes_no_answer('Yes.') == True
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assert parse_yes_no_answer('no') == False
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def run_ollama_and_get_yes_or_no(cwd, initial_texts: list[str]) -> bool:
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texts = list(initial_texts)
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texts.append('Think through your answer.')
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@ -455,6 +485,7 @@ def solve_issue_in_repository(
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issue_description: str,
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issue_number: str,
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gitea_client,
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code_solver: CodeSolverStrategy,
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) -> IssueResolution:
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logger.info('### %s #####', issue_title)
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@ -464,28 +495,31 @@ def solve_issue_in_repository(
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run_cmd(['git', 'checkout', repository_config.base_branch], repository_path)
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run_cmd(['git', 'checkout', '-b', branch_name], repository_path)
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# Run initial ruff pass before aider
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# Run initial ruff pass before code solver
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run_cmd(['bash', '-c', RUFF_FORMAT_AND_AUTO_FIX], repository_path, check=False)
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run_cmd(['git', 'add', '.'], repository_path)
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run_cmd(['git', 'commit', '-m', 'Initial ruff pass'], repository_path, check=False)
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# Run aider
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# Run code solver
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issue_content = f'# {issue_title}\n{issue_description}'
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while True:
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# Save the commit hash after ruff but before aider
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# Save the commit hash after ruff but before code solver
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pre_aider_commit = get_head_commit_hash(repository_path)
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# Run aider
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aider_did_not_crash = issue_solution_round(repository_path, issue_content)
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if not aider_did_not_crash:
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logger.error('Aider invocation failed for issue #%s', issue_number)
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# Run code solver
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solver_did_not_crash = code_solver.solve_issue_round(
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repository_path,
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issue_content,
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)
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if not solver_did_not_crash:
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logger.error('Code solver invocation failed for issue #%s', issue_number)
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return IssueResolution(False)
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# Check if aider made any changes beyond the initial ruff pass
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# Check if solver made any changes beyond the initial ruff pass
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if not has_commits_on_branch(repository_path, pre_aider_commit, 'HEAD'):
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logger.error(
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'Aider did not make any changes beyond the initial ruff pass for issue #%s',
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'Code solver did not make any changes beyond the initial ruff pass for issue #%s',
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issue_number,
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)
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return IssueResolution(False)
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@ -538,6 +572,7 @@ def solve_issues_in_repository(
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logger.info('Skipping already processed issue #%s: %s', issue_number, title)
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else:
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branch_name = generate_branch_name(issue_number, title)
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code_solver = AiderCodeSolver()
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with tempfile.TemporaryDirectory() as repository_path:
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issue_resolution = solve_issue_in_repository(
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repository_config,
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@ -547,6 +582,7 @@ def solve_issues_in_repository(
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issue_description,
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issue_number,
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client,
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code_solver,
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)
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seen_issues_db.mark_as_seen(issue_url, str(issue_number))
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seen_issues_db.update_pr_info(
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@ -571,6 +607,7 @@ def solve_issues_in_repository(
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client,
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seen_issues_db,
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issue_url,
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code_solver,
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)
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# Handle failing pipelines
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@ -580,6 +617,7 @@ def solve_issues_in_repository(
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branch_name,
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Path(repository_path),
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client,
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code_solver,
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)
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@ -591,8 +629,9 @@ def handle_pr_comments(
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client,
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seen_issues_db,
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issue_url,
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code_solver: CodeSolverStrategy,
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):
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"""Fetch unresolved PR comments and resolve them via aider."""
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"""Fetch unresolved PR comments and resolve them via code solver."""
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comments = client.get_pull_request_comments(
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repository_config.owner,
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repository_config.repo,
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@ -614,8 +653,8 @@ def handle_pr_comments(
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f'Resolve the following reviewer comment:\n{body}\n\n'
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f'File: {path}\n\nContext:\n{context}'
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)
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# invoke aider on the comment context
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issue_solution_round(repository_path, issue)
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# invoke code solver on the comment context
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code_solver.solve_issue_round(repository_path, issue)
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# commit and push changes for this comment
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run_cmd(['git', 'add', path], repository_path, check=False)
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run_cmd(
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@ -632,8 +671,9 @@ def handle_failing_pipelines(
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branch_name: str,
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repository_path: Path,
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client,
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code_solver: CodeSolverStrategy,
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) -> None:
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"""Fetch failing pipelines for the given PR and resolve them via aider."""
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"""Fetch failing pipelines for the given PR and resolve them via code solver."""
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while True:
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failed_runs = client.get_failed_pipelines(
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repository_config.owner,
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@ -651,7 +691,7 @@ def handle_failing_pipelines(
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lines = log.strip().split('\n')
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context = '\n'.join(lines[-100:])
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issue = f'Resolve the following failing pipeline run {run_id}:\n\n{context}'
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issue_solution_round(repository_path, issue)
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code_solver.solve_issue_round(repository_path, issue)
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run_cmd(['git', 'add', '.'], repository_path, check=False)
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run_cmd(
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['git', 'commit', '-m', f'Resolve pipeline {run_id}'],
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