# Copyright (c) Meta Platforms, Inc. and affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. # This file is adpated from PyTorch Core # https://github.com/pytorch/pytorch/blob/master/scripts/release_notes/common.py import json import locale import os import re import subprocess from collections import namedtuple import requests topics = [ "bc_breaking", "deprecations", "new_features", "improvements", "bug_fixes", "performance", "docs", "devs", "Untopiced", ] Features = namedtuple( "Features", [ "title", "body", "pr_number", "files_changed", "labels", ], ) def dict_to_features(dct): return Features( title=dct["title"], body=dct["body"], pr_number=dct["pr_number"], files_changed=dct["files_changed"], labels=dct["labels"], ) def features_to_dict(features): return dict(features._asdict()) def run(command): """Returns (return-code, stdout, stderr)""" p = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True) output, err = p.communicate() rc = p.returncode enc = locale.getpreferredencoding() output = output.decode(enc) err = err.decode(enc) return rc, output.strip(), err.strip() def commit_body(commit_hash): cmd = f"git log -n 1 --pretty=format:%b {commit_hash}" ret, out, err = run(cmd) return out if ret == 0 else None def commit_title(commit_hash): cmd = f"git log -n 1 --pretty=format:%s {commit_hash}" ret, out, err = run(cmd) return out if ret == 0 else None def commit_files_changed(commit_hash): cmd = f"git diff-tree --no-commit-id --name-only -r {commit_hash}" ret, out, err = run(cmd) return out.split("\n") if ret == 0 else None def parse_pr_number(body, commit_hash, title): regex = r"Pull Request resolved: https://github.com/pytorch/data/pull/([0-9]+)" matches = re.findall(regex, body) if len(matches) == 0: if "revert" not in title.lower() and "updating submodules" not in title.lower(): print(f"[{commit_hash}: {title}] Could not parse PR number, ignoring PR") return None if len(matches) > 1: print(f"[{commit_hash}: {title}] Got two PR numbers, using the first one") return matches[0] return matches[0] def get_ghstack_token(): pattern = "github_oauth = (.*)" with open(os.path.expanduser("~/.ghstackrc"), "r+") as f: config = f.read() matches = re.findall(pattern, config) if len(matches) == 0: raise RuntimeError("Can't find a github oauth token") return matches[0] token = get_ghstack_token() headers = {"Authorization": f"token {token}"} def run_query(query): request = requests.post("https://api.github.com/graphql", json={"query": query}, headers=headers) if request.status_code == 200: return request.json() else: raise Exception(f"Query failed to run by returning code of {request.status_code}. {query}") def gh_labels(pr_number): query = f""" {{ repository(owner: "pytorch", name: "data") {{ pullRequest(number: {pr_number}) {{ labels(first: 10) {{ edges {{ node {{ name }} }} }} }} }} }} """ query = run_query(query) edges = query["data"]["repository"]["pullRequest"]["labels"]["edges"] return [edge["node"]["name"] for edge in edges] def get_features(commit_hash, return_dict=False): title, body, files_changed = ( commit_title(commit_hash), commit_body(commit_hash), commit_files_changed(commit_hash), ) pr_number = parse_pr_number(body, commit_hash, title) labels = [] if pr_number is not None: labels = gh_labels(pr_number) result = Features(title, body, pr_number, files_changed, labels) if return_dict: return features_to_dict(result) return result class CommitDataCache: def __init__(self, path="results/data.json"): self.path = path self.data = {} if os.path.exists(path): self.data = self.read_from_disk() def get(self, commit): if commit not in self.data.keys(): # Fetch and cache the data self.data[commit] = get_features(commit) self.write_to_disk() return self.data[commit] def read_from_disk(self): with open(self.path) as f: data = json.load(f) data = {commit: dict_to_features(dct) for commit, dct in data.items()} return data def write_to_disk(self): data = {commit: features._asdict() for commit, features in self.data.items()} with open(self.path, "w") as f: json.dump(data, f)