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# 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)