Stuff
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@ -149,10 +149,11 @@ AIDER_LINT = bash_cmd(
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)
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LLM_MESSAGE_FORMAT = """/code {issue}"""
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LLM_MESSAGE_FORMAT = """{issue}\nDo not wait for explicit approval before working on code changes."""
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#MODEL = 'ollama/gemma3:27b'
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MODEL = 'ollama/gemma3:4b'
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#CODE_MODEL = 'ollama/gemma3:4b'
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CODE_MODEL = None
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EVALUATOR_MODEL = 'ollama/gemma3:27b'
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def create_aider_command(issue: str) -> list[str]:
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l = [
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@ -161,15 +162,13 @@ def create_aider_command(issue: str) -> list[str]:
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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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#'--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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'--message',
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LLM_MESSAGE_FORMAT.format(issue=issue),
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'--yes',
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]
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@ -186,9 +185,16 @@ def create_aider_command(issue: str) -> list[str]:
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if False:
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l.append('--architect')
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if MODEL:
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if CODE_MODEL:
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l.append('--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/'):
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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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@ -310,8 +316,10 @@ def run_cmd(cmd: list[str], cwd: Path | None = None, check=True) -> bool:
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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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print(aider_command)
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aider_did_not_crash = run_cmd(
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create_aider_command(issue_content),
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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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@ -326,7 +334,7 @@ def issue_solution_round(repository_path, issue_content):
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return True
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def run_ollama(cwd: Path, texts: list[str]) -> str:
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cmd = ['ollama', 'run', MODEL.removeprefix('ollama/')]
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cmd = ['ollama', 'run', EVALUATOR_MODEL.removeprefix('ollama/')]
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print(cmd)
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process = subprocess.Popen(
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cmd,
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@ -337,21 +345,30 @@ def run_ollama(cwd: Path, texts: list[str]) -> str:
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text=True,
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)
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stdout, stderr = process.communicate('\n'.join(texts))
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print(stdout)
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return stdout
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def parse_yes_no_answer(text: str) -> bool | None:
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text = text.lower().strip()
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words = text.split('\n \t.,?-')
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print(words)
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if words[-1] in {'yes', 'agree'}:
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return True
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if words[-1] in {'no', 'disagree'}:
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return False
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return None
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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, and end it with "yes" or "no".')
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texts.append('Think through your answer.')
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while True:
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result = run_ollama(cwd, texts).lower().removesuffix('.').strip()
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print(result)
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if result.endswith('yes'):
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return True
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elif result.endswith('no'):
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return False
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response = run_ollama(cwd, texts)
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yes_or_no = parse_yes_no_answer(response)
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if yes_or_no is not None:
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return yes_or_no
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else:
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texts.append(result)
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texts.append('Please answer either yes or no.')
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texts.append(response)
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texts.append('Please answer either "yes" or "no".')
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def verify_solution(repository_path: Path, issue_content: str) -> bool:
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summary = run_ollama(
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@ -360,17 +377,25 @@ def verify_solution(repository_path: Path, issue_content: str) -> bool:
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get_diff(repository_path, 'HEAD', 'main')
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])
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print(summary)
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return run_ollama_and_get_yes_or_no(
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repository_path,
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['Does this changeset the task?',
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['Does this changeset accomplish the entire task?',
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'# Change set',
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summary,
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'# Issue',
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issue_content,
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])
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def get_head_commit_hash(repository_path: Path) -> str:
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return subprocess.run(
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['git', 'rev-parse', 'HEAD'],
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check=True,
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cwd=repository_path,
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capture_output=True,
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text=True,
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).stdout.strip()
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def solve_issue_in_repository(
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repository_config: RepositoryConfig,
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repository_path: Path,
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@ -393,36 +418,31 @@ def solve_issue_in_repository(
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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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# Save the commit hash after ruff but before aider
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pre_aider_commit = subprocess.run(
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['git', 'rev-parse', 'HEAD'],
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check=True,
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cwd=repository_path,
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capture_output=True,
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text=True,
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).stdout.strip()
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# Run aider
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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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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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return IssueResolution(False)
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# Check if aider 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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issue_number,
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)
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return IssueResolution(False)
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# Verify whether this is a satisfactory solution
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if verify_solution(repository_path, issue_content):
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break
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# Check if aider made any changes beyond the initial ruff pass
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if not has_commits_on_branch(repository_path, repository_config.base_branch, branch_name):
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logger.info(
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'Aider 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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# Push changes
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return push_changes(
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repository_config,
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