def generate_changelog()

in dev/release/generate-changelog.py [0:0]


def generate_changelog(repo, repo_name, tag1, tag2, version):

    # get a list of commits between two tags
    print(
        f"Fetching list of commits between {tag1} and {tag2}", file=sys.stderr
    )
    comparison = repo.compare(tag1, tag2)

    # get the pull requests for these commits
    print("Fetching pull requests", file=sys.stderr)
    unique_pulls = []
    all_pulls = []
    for commit in comparison.commits:
        pulls = commit.get_pulls()
        for pull in pulls:
            # there can be multiple commits per PR if squash merge is not being used and
            # in this case we should get all the author names, but for now just pick one
            if pull.number not in unique_pulls:
                unique_pulls.append(pull.number)
                all_pulls.append((pull, commit))

    # we split the pulls into categories
    breaking = []
    bugs = []
    docs = []
    enhancements = []
    performance = []
    other = []

    # categorize the pull requests based on GitHub labels
    print("Categorizing pull requests", file=sys.stderr)
    for pull, commit in all_pulls:

        # see if PR title uses Conventional Commits
        cc_type = ""
        cc_scope = ""
        cc_breaking = ""
        parts = re.findall(r"^([a-z]+)(\([a-z]+\))?(!)?:", pull.title)
        if len(parts) == 1:
            parts_tuple = parts[0]
            cc_type = parts_tuple[0]  # fix, feat, docs, chore
            cc_scope = parts_tuple[1]  # component within project
            cc_breaking = parts_tuple[2] == "!"

        labels = [label.name for label in pull.labels]
        if "api change" in labels or cc_breaking:
            breaking.append((pull, commit))
        elif "bug" in labels or cc_type == "fix":
            bugs.append((pull, commit))
        elif "performance" in labels or cc_type == "perf":
            performance.append((pull, commit))
        elif "enhancement" in labels or cc_type == "feat":
            enhancements.append((pull, commit))
        elif (
            "documentation" in labels or cc_type == "docs" or cc_type == "doc"
        ):
            docs.append((pull, commit))
        else:
            other.append((pull, commit))

    # produce the changelog content
    print("Generating changelog content", file=sys.stderr)

    # ASF header
    print(
        """<!--
Licensed to the Apache Software Foundation (ASF) under one
or more contributor license agreements.  See the NOTICE file
distributed with this work for additional information
regarding copyright ownership.  The ASF licenses this file
to you under the Apache License, Version 2.0 (the
"License"); you may not use this file except in compliance
with the License.  You may obtain a copy of the License at

  http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing,
software distributed under the License is distributed on an
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
KIND, either express or implied.  See the License for the
specific language governing permissions and limitations
under the License.
-->\n"""
    )

    print(f"# Apache DataFusion for Ray {version} Changelog\n")

    # get the number of commits
    commit_count = subprocess.check_output(
        f"git log --pretty=oneline {tag1}..{tag2} | wc -l",
        shell=True,
        text=True,
    ).strip()

    # get number of contributors
    contributor_count = subprocess.check_output(
        f"git shortlog -sn {tag1}..{tag2} | wc -l", shell=True, text=True
    ).strip()

    print(
        f"This release consists of {commit_count} commits from {contributor_count} contributors. "
        f"See credits at the end of this changelog for more information.\n"
    )

    print_pulls(repo_name, "Breaking changes", breaking)
    print_pulls(repo_name, "Performance related", performance)
    print_pulls(repo_name, "Implemented enhancements", enhancements)
    print_pulls(repo_name, "Fixed bugs", bugs)
    print_pulls(repo_name, "Documentation updates", docs)
    print_pulls(repo_name, "Other", other)

    # show code contributions
    credits = subprocess.check_output(
        f"git shortlog -sn {tag1}..{tag2}", shell=True, text=True
    ).rstrip()

    print("## Credits\n")
    print(
        "Thank you to everyone who contributed to this release. Here is a breakdown of commits (PRs merged) "
        "per contributor.\n"
    )
    print("```")
    print(credits)
    print("```\n")

    print(
        "Thank you also to everyone who contributed in other ways such as filing issues, reviewing "
        "PRs, and providing feedback on this release.\n"
    )