PRDescription

pr_agent/tools/pr_description.py

@@ -0,0 +1,81 @@
+import copy
+import json
+import logging
+
+from jinja2 import Environment, StrictUndefined
+
+from pr_agent.algo.ai_handler import AiHandler
+from pr_agent.algo.pr_processing import get_pr_diff
+from pr_agent.algo.token_handler import TokenHandler
+from pr_agent.algo.utils import convert_to_markdown
+from pr_agent.config_loader import settings
+from pr_agent.git_providers import get_git_provider
+from pr_agent.git_providers.git_provider import get_main_pr_language
+
+
+class PRDescription:
+    def __init__(self, pr_url: str):
+        self.git_provider = get_git_provider()(pr_url)
+        self.main_pr_language = get_main_pr_language(
+            self.git_provider.get_languages(), self.git_provider.get_files()
+        )
+        self.ai_handler = AiHandler()
+        self.vars = {
+            "title": self.git_provider.pr.title,
+            "branch": self.git_provider.get_pr_branch(),
+            "description": self.git_provider.get_description(),
+            "language": self.main_pr_language,
+            "diff": "",  # empty diff for initial calculation
+        }
+        self.token_handler = TokenHandler(self.git_provider.pr,
+                                          self.vars,
+                                          settings.pr_description_prompt.system,
+                                          settings.pr_description_prompt.user)
+        self.patches_diff = None
+        self.prediction = None
+
+    async def describe(self):
+        logging.info('Answering a PR question...')
+        if settings.config.publish_review:
+            self.git_provider.publish_comment("Preparing pr description...", is_temporary=True)
+        logging.info('Getting PR diff...')
+        self.patches_diff = get_pr_diff(self.git_provider, self.token_handler)
+        logging.info('Getting AI prediction...')
+        self.prediction = await self._get_prediction()
+        logging.info('Preparing answer...')
+        pr_comment = self._prepare_pr_answer()
+        if settings.config.publish_review:
+            logging.info('Pushing answer...')
+            self.git_provider.publish_comment(pr_comment)
+            self.git_provider.remove_initial_comment()
+        return ""
+
+    async def _get_prediction(self):
+        variables = copy.deepcopy(self.vars)
+        variables["diff"] = self.patches_diff  # update diff
+        environment = Environment(undefined=StrictUndefined)
+        system_prompt = environment.from_string(settings.pr_description_prompt.system).render(variables)
+        user_prompt = environment.from_string(settings.pr_description_prompt.user).render(variables)
+        if settings.config.verbosity_level >= 2:
+            logging.info(f"\nSystem prompt:\n{system_prompt}")
+            logging.info(f"\nUser prompt:\n{user_prompt}")
+        model = settings.config.model
+        response, finish_reason = await self.ai_handler.chat_completion(model=model, temperature=0.2,
+                                                                        system=system_prompt, user=user_prompt)
+        return response
+
+    def _prepare_pr_answer(self) -> str:
+        data = json.loads(self.prediction)
+        markdown_text = ""
+        # for key, value in data.items():
+        #     markdown_text += f"## {key}\n\n"
+        #     markdown_text += f"{value}\n\n"
+        for key, value in data.items():
+            markdown_text += f"{key}:\n"
+            if 'walkthrough' not in key.lower():
+                markdown_text += f"**{value}**\n"
+            else:
+                markdown_text += f"{value}\n\n___\n"
+        if settings.config.verbosity_level >= 2:
+            logging.info(f"markdown_text:\n{markdown_text}")
+        return markdown_text