diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..40076b9 --- /dev/null +++ b/.env.example @@ -0,0 +1,20 @@ +# Prudence Environment Variables Example +# Copy this to .env and fill in the values + +# LLM Provider Configuration +PROVIDER_NAME=google +MODEL_NAME=gemini-2.0-flash +TEMPERATURE=0.3 + +# GitHub Configuration +REPO_NAME=your-org/your-repo +GITHUB_TOKEN=your-github-token + +# Alternatively, use GitHub App credentials +# GITHUB_APP_ID= +# GITHUB_PRIVATE_KEY= +# GITHUB_INSTALLATION_ID= + +# Google Cloud Configuration (for ADK) +# GOOGLE_CLOUD_PROJECT= +# GOOGLE_CLOUD_LOCATION=global diff --git a/GEMINI.md b/GEMINI.md new file mode 100644 index 0000000..dc14851 --- /dev/null +++ b/GEMINI.md @@ -0,0 +1,55 @@ +# Coding Agent Guide + +## Prerequisites + +Install the CLI (one-time): +```bash +uv tool install google-agents-cli +``` + +--- + +## Development Phases + +### Phase 1: Understand Requirements +Before writing any code, understand the project's requirements, constraints, and success criteria. + +### Phase 2: Build and Implement +Implement agent logic in `agent/`. Use `agents-cli playground` for interactive testing. Iterate based on user feedback. + +### Phase 3: The Evaluation Loop (Main Iteration Phase) +Start with 1-2 eval cases, run `agents-cli eval run`, iterate. Expect 5-10+ iterations. See the **Evaluation Guide** for metrics, evalset schema, LLM-as-judge config, and common gotchas. + +### Phase 4: Pre-Deployment Tests +Run `uv run pytest tests/unit tests/integration`. Fix issues until all tests pass. + +### Phase 5: Deploy to Dev +**Requires explicit human approval.** Run `agents-cli deploy` only after user confirms. See the **Deployment Guide** for details. + +### Phase 6: Production Deployment +Ask the user: Option A (simple single-project) or Option B (full CI/CD pipeline with `agents-cli infra cicd`). + +## Development Commands + +| Command | Purpose | +|---------|---------| +| `agents-cli playground` | Interactive local testing | +| `uv run pytest tests/unit tests/integration` | Run unit and integration tests | +| `agents-cli eval run` | Run evaluation against evalsets | +| `agents-cli lint` | Check code quality | +| `agents-cli infra single-project` | Set up project infrastructure (Terraform) | +| `agents-cli deploy` | Deploy to dev | +| `agents-cli scaffold enhance` | Add deployment target or CI/CD to project | +| `agents-cli scaffold upgrade` | Upgrade project to latest version | + +--- + +## Operational Guidelines for Coding Agents + +- **Code preservation**: Only modify code directly targeted by the user's request. Preserve all surrounding code, config values (e.g., `model`), comments, and formatting. +- **NEVER change the model** unless explicitly asked. +- **Model 404 errors**: Fix `GOOGLE_CLOUD_LOCATION` (e.g., `global` instead of `us-east1`), not the model name. +- **ADK tool imports**: Import the tool instance, not the module: `from google.adk.tools.load_web_page import load_web_page` +- **Run Python with `uv`**: `uv run python script.py`. Run `agents-cli install` first. +- **Stop on repeated errors**: If the same error appears 3+ times, fix the root cause instead of retrying. +- **Terraform conflicts** (Error 409): Use `terraform import` instead of retrying creation. diff --git a/Makefile b/Makefile index cbb7bda..a228ec5 100644 --- a/Makefile +++ b/Makefile @@ -1,12 +1,4 @@ run: - @PROVIDER_NAME="groq" \ - GROQ_API_KEY="" \ - MODEL_NAME="moonshotai/kimi-k2-instruct-0905" \ - REPO_NAME="" \ - GITHUB_TOKEN="" \ - GITHUB_APP_ID="" \ - GITHUB_PRIVATE_KEY="" \ - GITHUB_INSTALLATION_ID="" \ - uv run main.py $(pr_number) + @uv run main.py $(pr_number) .PHONY: run diff --git a/agent/agent.py b/agent/agent.py new file mode 100644 index 0000000..969d6e6 --- /dev/null +++ b/agent/agent.py @@ -0,0 +1,30 @@ +import os +import google.auth +from google.adk.apps import App +from configuration.config import Configuration +from integration.github import GitHubProvider +from agent.engine import PrudenceEngine + +# 1. Load Configuration +config = Configuration() + +# 2. Initialize GitHub Provider +github_provider = GitHubProvider( + token=config.github_token, + app_id=config.github_app_id, + private_key=config.github_private_key, + installation_id=config.github_installation_id +) + +# 3. Define the Root Agent +root_agent = PrudenceEngine( + name="prudence", + config=config, + github_provider=github_provider +) + +# 4. Create the ADK App +app = App( + root_agent=root_agent, + name="agent", # Must match the directory name +) diff --git a/agent/context_utils.py b/agent/context_utils.py new file mode 100644 index 0000000..6bd7d7a --- /dev/null +++ b/agent/context_utils.py @@ -0,0 +1,94 @@ +import re +from typing import List, Dict + +class ContextUtils: + @staticmethod + def extract_hunks(content: str, patch: str, context_lines: int = 15) -> str: + """ + Extracts relevant hunks from the content based on the patch. + Each hunk includes a context window. + """ + if not patch or not content: + return "" + + lines = content.splitlines() + changed_lines = set() + + # Parse patch to find changed lines + current_line = 0 + for line in patch.split('\n'): + if line.startswith('@@'): + match = re.search(r'\+(\d+)', line) + if match: + current_line = int(match.group(1)) + elif line.startswith('+') and not line.startswith('+++'): + changed_lines.add(current_line) + current_line += 1 + elif line.startswith('-') and not line.startswith('---'): + pass + elif line.startswith(' ') or line == '': + current_line += 1 + + if not changed_lines: + return "" + + # Identify ranges to include (changed lines + context) + ranges = [] + sorted_changes = sorted(list(changed_lines)) + + if not sorted_changes: + return "" + + current_range = [max(1, sorted_changes[0] - context_lines), min(len(lines), sorted_changes[0] + context_lines)] + + for line_num in sorted_changes[1:]: + start = max(1, line_num - context_lines) + end = min(len(lines), line_num + context_lines) + + if start <= current_range[1] + 1: + current_range[1] = end + else: + ranges.append(current_range) + current_range = [start, end] + ranges.append(current_range) + + # Build hunk string + output = [] + for start, end in ranges: + output.append(f"--- Lines {start}-{end} ---") + for i in range(start - 1, end): + if (i + 1) in changed_lines: + output.append(f"{i+1:4d} |+ {lines[i]}") + else: + output.append(f"{i+1:4d} | {lines[i]}") + output.append("") + + return "\n".join(output) + + @staticmethod + def generate_skeleton(content: str, filename: str) -> str: + """ + Generates a skeleton of the file (classes and functions signatures). + """ + lines = content.splitlines() + skeleton = [] + + # Simple regex for Python, Go, JS/TS + patterns = [ + r'^\s*(class\s+\w+)', # Python/JS Class + r'^\s*(def\s+\w+\s*\(.*?\)\s*:)', # Python function + r'^\s*(async\s+)?(function\s+\w+\s*\(.*?\))', # JS function + r'^\s*(export\s+)?(const|let|var)\s+\w+\s*=\s*\(.*?\)\s*=>', # JS arrow function + r'^\s*func\s+(\(\w+\s+\*?\w+\)\s+)?\w+\s*\(.*?\)', # Go function + ] + + combined_pattern = "|".join(f"({p})" for p in patterns) + + for i, line in enumerate(lines): + if re.match(combined_pattern, line): + skeleton.append(f"{i+1:4d} | {line.strip()}") + + if not skeleton: + return "No structural elements found." + + return "\n".join(skeleton) diff --git a/agent/engine.py b/agent/engine.py new file mode 100644 index 0000000..f761cdd --- /dev/null +++ b/agent/engine.py @@ -0,0 +1,134 @@ +import asyncio +import logging +from typing import AsyncGenerator, List, Dict + +from google.adk.agents import Agent, BaseAgent +from google.adk.agents.invocation_context import InvocationContext +from google.adk.events import Event +from google.genai import types + +from agent.models import PrudenceOutput +from agent.prompts import SYSTEM_PROMPT, FILE_ANALYSIS_PROMPT, HUNK_ANALYSIS_PROMPT +from agent.triage import TriageEngine, ReviewStrategy +from agent.context_utils import ContextUtils +from integration.github import GitHubProvider, parse_patch_lines + +logger = logging.getLogger(__name__) + +class PrudenceEngine(BaseAgent): + def __init__(self, name: str, config, github_provider: GitHubProvider): + super().__init__(name=name) + self.config = config + self.github = github_provider + self.semaphore = asyncio.Semaphore(3) # Max 3 concurrent LLM calls + + # Internal LLM agent for reviews + self.reviewer = Agent( + name="reviewer", + model=config.model or "gemini-2.0-flash", + instruction=SYSTEM_PROMPT, + output_schema=PrudenceOutput, + generate_content_config=types.GenerateContentConfig( + temperature=config.temperature, + ) + ) + + async def _run_async_impl(self, ctx: InvocationContext) -> AsyncGenerator[Event, None]: + pr_number = ctx.session.state.get("pr_number") + repo_name = self.config.repo_name + + if not pr_number: + yield Event(author=self.name, content="PR number not provided in state.") + return + + yield Event(author=self.name, content=f"🚀 Starting review for PR #{pr_number} in {repo_name}...") + + # 1. Discovery + files_metadata = await self.github.get_pr_files_metadata(repo_name, pr_number) + + # 2. Triage and Execution Queue + tasks = [] + for file in files_metadata: + strategy = TriageEngine.get_strategy( + file["filename"], + file["additions"] + file["deletions"], # Rough line count proxy for triage + file["patch"] + ) + + if strategy == ReviewStrategy.SKIP: + logger.info(f"Skipping {file['filename']}") + continue + + tasks.append(self.review_file_task(repo_name, pr_number, file, strategy, ctx)) + + # 3. Parallel Execution with Immediate Publishing + if not tasks: + yield Event(author=self.name, content="No files requiring review found.") + return + + # We use asyncio.as_completed to yield progress events + for task in asyncio.as_completed(tasks): + try: + result_msg = await task + yield Event(author=self.name, content=result_msg) + except Exception as e: + logger.error(f"Error in review task: {e}") + yield Event(author=self.name, content=f"❌ Error reviewing a file: {str(e)}") + + yield Event(author=self.name, content="✅ Review completed successfully.") + + async def review_file_task(self, repo_name: str, pr_number: int, file: Dict, strategy: ReviewStrategy, parent_ctx: InvocationContext) -> str: + async with self.semaphore: + filename = file["filename"] + patch = file["patch"] + sha = file["sha"] + + # Context Preparation + content = await self.github.get_file_content(repo_name, filename, sha) + + if strategy == ReviewStrategy.FULL: + # Add line numbers + lines = content.splitlines() + file_content = "\n".join(f"{i+1:4d} | {line}" for i, line in enumerate(lines)) + changed_lines = parse_patch_lines(patch) + prompt = FILE_ANALYSIS_PROMPT.format( + file_path=filename, + file_content=file_content, + changed_lines=", ".join(map(str, changed_lines)) + ) + elif strategy in [ReviewStrategy.SURGICAL, ReviewStrategy.PATCH_ONLY]: + hunks = ContextUtils.extract_hunks(content, patch) + skeleton = ContextUtils.generate_skeleton(content, filename) if strategy == ReviewStrategy.SURGICAL else "Skipped for Patch Only" + prompt = HUNK_ANALYSIS_PROMPT.format( + file_path=filename, + skeleton=skeleton, + hunks=hunks + ) + else: + return f"Skipped {filename} (Unsupported strategy)" + + # LLM Review + # We use a sub-invocation to run the reviewer agent + review_result: PrudenceOutput = await self.reviewer.run_one_shot_async( + parent_ctx, + prompt + ) + + # 4. Immediate Delivery + if review_result and review_result.comments: + posted_count = 0 + for comment in review_result.comments: + # Final safety check: only comment on modified lines if it's a code file + # (Simplified for now, prompt already handles it) + try: + await self.github.post_comment( + repo_name, pr_number, filename, + comment.line, comment.body, comment.suggestion + ) + posted_count += 1 + except Exception as e: + logger.error(f"Failed to post comment on {filename}:{comment.line}: {e}") + + return f"📝 Reviewed {filename}: {posted_count} comments posted." + + return f"✅ Reviewed {filename}: No issues found." diff --git a/agent/prompts.py b/agent/prompts.py index d54acaf..cc86112 100644 --- a/agent/prompts.py +++ b/agent/prompts.py @@ -1,7 +1,5 @@ SYSTEM_PROMPT = """You are an AI code reviewer. Your task is to analyze files in a pull request and provide comments for improvement. -For each file, you will be given the full file content. You must identify areas for improvement, such as bugs, style issues, and violations of best practices. - CRITICAL INSTRUCTIONS ON SEVERITY: You must evaluate each issue on a severity scale from 1 to 5: - 1: Minor stylistic issue, indentation, whitespace, strict formatting. @@ -14,25 +12,9 @@ You are ONLY allowed to report issues with a severity of 4 or 5. Ignore anything that is severity 1, 2, or 3. CRITICAL INSTRUCTION ON OUTPUT: -DO NOT call any external tools or functions. -You must ONLY output a raw, valid JSON object that strictly adheres to the following structure. Do NOT wrap the JSON in markdown blocks (e.g., no ```json). -The output will be deterministically parsed by a Python function. - -Expected JSON Structure: -{{ - "file": "path/to/the/file", - "comments": [ - {{ - "line": 10, - "severity": 4, - "body": "Description of the critical issue or potential bug", - "suggestion": "optional string containing the exact corrected code snippet to replace the line" - }} - ] -}} - -If you can propose a direct code fix, provide the exact corrected code snippet in the `suggestion` field. If no direct code fix is applicable, omit the field or leave it empty. -If you find no issues of severity 4 or 5 in the file, return an empty list for the `comments` field.""" +You must ONLY output a raw, valid JSON object matching the requested schema. +If you find no issues of severity 4 or 5, return an empty list for the `comments` field. +""" FILE_ANALYSIS_PROMPT = """ Please review the following file: `{file_path}`. @@ -40,12 +22,25 @@ CRITICAL INSTRUCTION: You are ONLY allowed to comment on the following line numbers, as they are the only lines modified in this Pull Request: [{changed_lines}] -If you find issues in other lines, IGNORE THEM. Do not include them in your output. - Here is the content of the file (each line is prefixed with its line number): ``` {file_content} ``` +""" + +HUNK_ANALYSIS_PROMPT = """ +Please review the modified parts of the file: `{file_path}`. + +You are provided with SURGICAL CONTEXT. This means you only see the modified hunks and the file skeleton (signatures). +CRITICAL: Only comment on lines marked with `+` in the hunks below. -Analyze the code and provide your feedback strictly as a raw JSON object matching the requested schema. DO NOT use tools, and DO NOT output markdown formatting (no ```json). +FILE SKELETON (Class/Function signatures for context): +``` +{skeleton} +``` + +MODIFIED HUNKS (Line numbers and context around changes): +``` +{hunks} +``` """ diff --git a/agent/prudence.py b/agent/prudence.py deleted file mode 100644 index 60e86be..0000000 --- a/agent/prudence.py +++ /dev/null @@ -1,85 +0,0 @@ -from typing import List -from integration.github import GitHubProvider -from langchain_core.prompts import ChatPromptTemplate -from configuration.config import Configuration -from agent.prompts import SYSTEM_PROMPT, FILE_ANALYSIS_PROMPT -from agent.models import PrudenceOutput, Comment - -class Prudence: - def __init__(self, config: Configuration): - self.__config = config - llm = self._get_provider() - prompt_template = ChatPromptTemplate.from_messages([ - ("system", SYSTEM_PROMPT), - ("user", "{prompt}") - ]) - try: - llm_with_structured_output = llm.with_structured_output(PrudenceOutput, method="json_mode") - except NotImplementedError: - # Fallback for models that might not support json_mode - llm_with_structured_output = llm.with_structured_output(PrudenceOutput) - self.__chain = prompt_template | llm_with_structured_output - - def analyze_pr(self, pr_number: int) -> List[PrudenceOutput]: - files_data = GitHubProvider.get_pr_files(self.__config.repo_name, pr_number) - - results = [] - for file_data in files_data: - changed_lines = file_data.get("changed_lines", []) - - # Skip file if no lines were added/modified (e.g. only deletions) - if not changed_lines: - continue - - changed_lines_str = ", ".join(map(str, changed_lines)) - prompt = FILE_ANALYSIS_PROMPT.format( - file_path=file_data["filename"], - file_content=file_data["content"], - changed_lines=changed_lines_str - ) - - review = self.run(prompt) - - # Programmatically filter out any comments that the AI hallucinated outside the allowed diff or are too low severity - valid_comments = [] - if review and review.comments: - for comment in review.comments: - if comment.line not in changed_lines: - print(f"Skipping AI comment on {file_data['filename']} line {comment.line} (not in PR diff)") - elif getattr(comment, 'severity', 5) < 4: - print(f"Skipping AI comment on {file_data['filename']} line {comment.line} (severity {comment.severity} too low)") - else: - valid_comments.append(comment) - - review.comments = valid_comments - - if review and review.comments: - results.append(review) - - return results - - def run(self, prompt: str) -> PrudenceOutput: - return self.__chain.invoke({"prompt": prompt}) - - def _get_provider(self): - if not self.__config.provider: - raise ValueError("The 'PROVIDER_NAME' environment variable is not set. Please set it to a valid provider (e.g., 'openai', 'groq').") - - provider_name = self.__config.provider.lower() - if provider_name == "openai": - from langchain_openai import ChatOpenAI - return ChatOpenAI(model=self.__config.model, temperature=self.__config.temperature, max_retries=3) - elif provider_name == "groq": - from langchain_groq import ChatGroq - return ChatGroq(model=self.__config.model, temperature=self.__config.temperature, max_retries=3) - elif provider_name == "anthropic": - from langchain_anthropic import ChatAnthropic - return ChatAnthropic(model=self.__config.model, temperature=self.__config.temperature, max_retries=3) - elif provider_name == "google": - from langchain_google_genai import ChatGoogleGenerativeAI - return ChatGoogleGenerativeAI(model=self.__config.model, temperature=self.__config.temperature, max_retries=3) - elif provider_name == "ollama": - from langchain_community.chat_models import ChatOllama - return ChatOllama(model=self.__config.model, temperature=self.__config.temperature) - - raise ValueError(f"Provider '{provider_name}' is not supported.") diff --git a/agent/triage.py b/agent/triage.py new file mode 100644 index 0000000..a2019eb --- /dev/null +++ b/agent/triage.py @@ -0,0 +1,40 @@ +from enum import Enum +from typing import List, Optional +import os + +class ReviewStrategy(Enum): + SKIP = "SKIP" + FULL = "FULL" + SURGICAL = "SURGICAL" + PATCH_ONLY = "PATCH_ONLY" + +class TriageEngine: + IGNORE_EXTENSIONS = { + '.lock', '.png', '.jpg', '.jpeg', '.gif', '.svg', '.ico', '.pdf', + '.zip', '.tar', '.gz', '.mp4', '.mov', '.exe', '.bin' + } + + IGNORE_FILES = { + 'uv.lock', 'package-lock.json', 'yarn.lock', 'poetry.lock', + 'composer.lock', 'pnpm-lock.yaml', 'Gemfile.lock' + } + + COMPLEX_EXTENSIONS = {'.py', '.go', '.ts', '.tsx', '.js', '.jsx', '.rs', '.java', '.c', '.cpp', '.h', '.hpp'} + + @classmethod + def get_strategy(cls, filename: str, line_count: int, patch: Optional[str]) -> ReviewStrategy: + # 1. Skip logic + _, ext = os.path.splitext(filename) + if ext.lower() in cls.IGNORE_EXTENSIONS or filename in cls.IGNORE_FILES: + return ReviewStrategy.SKIP + + # 2. Patch-only logic for very large files + if line_count > 1000: + return ReviewStrategy.PATCH_ONLY + + # 3. Surgical logic for medium/complex files + if line_count >= 300 or ext.lower() in cls.COMPLEX_EXTENSIONS: + return ReviewStrategy.SURGICAL + + # 4. Full logic for small files + return ReviewStrategy.FULL diff --git a/assets/.DS_Store b/assets/.DS_Store deleted file mode 100644 index 5008ddf..0000000 Binary files a/assets/.DS_Store and /dev/null differ diff --git a/integration/github.py b/integration/github.py index ae260a4..8cdd3b5 100644 --- a/integration/github.py +++ b/integration/github.py @@ -1,10 +1,76 @@ -from github import Github, Auth -from typing import List, Dict +import asyncio import base64 import re +from typing import List, Dict, Optional +from github import Github, Auth +import httpx from agent.models import PrudenceOutput +class GitHubProvider: + def __init__(self, token: Optional[str] = None, app_id: Optional[str] = None, + private_key: Optional[str] = None, installation_id: Optional[str] = None): + if app_id and private_key and installation_id: + try: + if "-----BEGIN" not in private_key: + private_key = base64.b64decode(private_key).decode("utf-8") + except Exception: + pass + auth = Auth.AppAuth(app_id=app_id, private_key=private_key).get_installation_auth(int(installation_id)) + self.client = Github(auth=auth) + self.token = auth.token # Potential issue: installation tokens expire + elif token: + auth = Auth.Token(token) + self.client = Github(auth=auth) + self.token = token + else: + raise ValueError("GitHub credentials missing.") + + async def get_pr_files_metadata(self, repo_name: str, pr_number: int) -> List[Dict]: + """Fetches file metadata and patches without full content.""" + def sync_fetch(): + repo = self.client.get_repo(repo_name) + pr = repo.get_pull(pr_number) + files = pr.get_files() + return [{ + "filename": f.filename, + "patch": f.patch, + "additions": f.additions, + "deletions": f.deletions, + "sha": pr.head.sha + } for f in files] + + return await asyncio.to_thread(sync_fetch) + + async def get_file_content(self, repo_name: str, filename: str, ref: str) -> str: + """Fetches full file content.""" + def sync_fetch(): + repo = self.client.get_repo(repo_name) + return repo.get_contents(filename, ref=ref).decoded_content.decode("utf-8") + + return await asyncio.to_thread(sync_fetch) + + async def post_comment(self, repo_name: str, pr_number: int, file_path: str, line: int, body: str, suggestion: Optional[str] = None): + """Posts a single comment to a PR.""" + def sync_post(): + repo = self.client.get_repo(repo_name) + pr = repo.get_pull(pr_number) + commits = pr.get_commits() + latest_commit = commits.reversed[0] + + formatted_body = f"> 🤖 **Prudence AI**\n> \n> {body}" + if suggestion: + formatted_body += f"\n\n```suggestion\n{suggestion}\n```" + + pr.create_review_comment( + body=formatted_body, + commit=latest_commit, + path=file_path, + line=line + ) + + await asyncio.to_thread(sync_post) + def parse_patch_lines(patch: str) -> List[int]: if not patch: return [] @@ -14,7 +80,6 @@ def parse_patch_lines(patch: str) -> List[int]: for line in lines: if line.startswith('@@'): - # Match @@ -...,... +start,... @@ match = re.search(r'@@ -\d+(?:,\d+)? \+(\d+)(?:,\d+)? @@', line) if match: current_line = int(match.group(1)) @@ -22,91 +87,8 @@ def parse_patch_lines(patch: str) -> List[int]: changed_lines.append(current_line) current_line += 1 elif line.startswith('-') and not line.startswith('---'): - pass # deleted line, doesn't advance new file line counter + pass elif line.startswith(' ') or line == '': current_line += 1 return changed_lines - -class GitHubProvider: - _instance: Github = None - - @classmethod - def initialize(cls, token: str = None, app_id: str = None, private_key: str = None, installation_id: str = None): - if cls._instance is None: - if app_id and private_key and installation_id: - # If private_key is base64 encoded, decode it - try: - if "-----BEGIN" not in private_key: - private_key = base64.b64decode(private_key).decode("utf-8") - except Exception: - pass - - auth = Auth.AppAuth(app_id=app_id, private_key=private_key).get_installation_auth(int(installation_id)) - cls._instance = Github(auth=auth) - elif token: - auth = Auth.Token(token) - cls._instance = Github(auth=auth) - else: - raise ValueError("Either GITHUB_TOKEN or (GITHUB_APP_ID, GITHUB_PRIVATE_KEY, GITHUB_INSTALLATION_ID) must be provided.") - - @classmethod - def get_client(cls) -> Github: - if cls._instance is None: - raise ValueError("GitHub client is not initialized.") - return cls._instance - - @classmethod - def get_pr_files(cls, repo_name: str, pr_number: int) -> List[Dict[str, str]]: - client = cls.get_client() - repo = client.get_repo(repo_name) - pr = repo.get_pull(pr_number) - files = pr.get_files() - - result = [] - for file in files: - # Decode file content - try: - raw_content = repo.get_contents(file.filename, ref=pr.head.sha).decoded_content.decode("utf-8") - # Add line numbers to the content to help the LLM identify lines correctly - lines = raw_content.splitlines() - file_content = "\n".join(f"{i+1:4d} | {line}" for i, line in enumerate(lines)) - except Exception: - continue # Skip if file cannot be read (e.g. deleted or binary) - - changed_lines = parse_patch_lines(file.patch) - - result.append({ - "filename": file.filename, - "content": file_content, - "changed_lines": changed_lines - }) - return result - - @classmethod - def comment_pr_file(cls, repo_name: str, pr_number: int, comments: List[PrudenceOutput]): - if comments is not None and len(comments) > 0: - client = cls.get_client() - repo = client.get_repo(repo_name) - pr = repo.get_pull(pr_number) - - # We need the latest commit to attach review comments - commits = pr.get_commits() - latest_commit = commits.reversed[0] - - for output in comments: - for comment in output.comments: - formatted_body = f"> 🤖 **Prudence AI**\n> \n> {comment.body}" - - if comment.suggestion: - formatted_body += f"\n\n```suggestion\n{comment.suggestion}\n```" - - try: - pr.create_review_comment( - body=formatted_body, - commit=latest_commit, - path=output.file, - line=comment.line - ) - except Exception as e: - print(f"Failed to post comment on {output.file} line {comment.line}: {e}") diff --git a/main.py b/main.py index d754391..242f0da 100644 --- a/main.py +++ b/main.py @@ -1,46 +1,51 @@ +import asyncio import argparse -from agent.prudence import Prudence -from configuration.config import Configuration -from integration.github import GitHubProvider +import os +from google.adk.runners import InMemoryRunner +from google.adk.sessions import InMemorySessionService +from agent.agent import root_agent -def main(): - parser = argparse.ArgumentParser(description="Prudence: AI Code Reviewer") +async def main(): + parser = argparse.ArgumentParser(description="Prudence: AI Code Reviewer (ADK V2)") parser.add_argument("pr_number", type=int, help="The pull request number to analyze.") - parser.add_argument("--dry-run", action="store_true", help="Print the comments without publishing them to GitHub.") args = parser.parse_args() - - if args.dry_run: - print("\n[DRY RUN] mode activated") - config = Configuration() - GitHubProvider.initialize( - token=config.github_token, - app_id=config.github_app_id, - private_key=config.github_private_key, - installation_id=config.github_installation_id + # ADK uses a Runner to execute agents + session_service = InMemorySessionService() + runner = InMemoryRunner( + agent=root_agent, + app_name="agent", + session_service=session_service ) - agent = Prudence(config) - reviews = agent.analyze_pr(args.pr_number) + + # Initialize a session and set state + user_id = "cli_user" + session_id = f"pr_{args.pr_number}" + await session_service.create_session(app_name="agent", user_id=user_id, session_id=session_id) - for review in reviews: - print(f"Review for file: {review.file}") - if review.comments: - for comment in review.comments: - print(f" - Line {comment.line}: {comment.body}") - else: - print(" No comments.") + # Inject PR number into state + session = await session_service.get_session(app_name="agent", user_id=user_id, session_id=session_id) + session.state["pr_number"] = args.pr_number + + print(f"🔍 Starting Prudence AI Review for PR #{args.pr_number}...") - if args.dry_run: - print("\n[DRY RUN] Skipping publishing comments to GitHub PR.") - else: - # Publish comments to GitHub - print("\nPublishing comments to GitHub PR...") - GitHubProvider.comment_pr_file( - repo_name=config.repo_name, - pr_number=args.pr_number, - comments=reviews - ) - print("Done!") + # Run the agent + async for event in runner.run_async( + user_id=user_id, + session_id=session_id, + new_message=None # We trigger it via state + ): + if event.content: + # ADK events can be strings or more complex structures + if isinstance(event.content, str): + print(f"[{event.author}] {event.content}") + else: + # Handle types.Content or other objects + try: + text = event.content.parts[0].text + print(f"[{event.author}] {text}") + except: + pass if __name__ == "__main__": - main() + asyncio.run(main()) diff --git a/pyproject.toml b/pyproject.toml index 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