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main.py
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"""Run the cloning--compilation pipeline. What happens is:
1. Repositories are cloned from GitHub according to the given list.
2. Successfully cloned repositories are scanned for Makefiles.
3. Each Makefile will be used for compilation, and results will be gathered.
4. Compilation products are cleaned and the repository is archived to save space.
"""
import functools
import os
import shutil
import subprocess
from typing import Callable, Iterator, List, NamedTuple, Optional, Set
import argtyped
import flutes
from argtyped import Choices, Switch
from mypy_extensions import TypedDict
import logging
from ghcc.logging import init_logger
import ghcc
from ghcc.database import RepoDB
from ghcc.repo import CloneErrorType
class Arguments(argtyped.Arguments):
"""
Arguments for main
Attributes
----------
repo_list_file : str
clone_folder : str
where cloned repositories are stored (temporarily)
binary_folder : str
where compiled binaries are stored
archive_folder : str
where archived repositories are stored
n_procs : int
0 for single-threaded execution
log_file : str
clone_timeout : Optional[int]
force_reclone : Switch
compile_timeout : Optional[int]
force_recompile : Switch
docker_batch_compile : Switch
compression_type : Choices["gzip", "xz"]
max_archive_size : Optional[int]
record_libraries : Optional[str]
gather libraries used in Makefiles and print to the specified file
logging_level : Choices[LOGGING_LEVELS]
max_repos : Optional[int]
maximum number of repositories to process (ignoring non-existent)
recursive_clone : Switch
if True, use `--recursive` when `git clone`
write_db : Switch
only modify the DB when True
record_metainfo : Switch
if True, record a bunch of other stuff
gcc_override_flags: Optional[str]
GCC flags to use during compilation, e.g. "-O2 -march=x86-64"
"""
repo_list_file: str
clone_folder: str = "repos/"
binary_folder: str = "binaries/"
archive_folder: str = "archives/"
n_procs: int = 0
log_file: str = "log.txt"
clone_timeout: Optional[int] = 600
force_reclone: Switch = False
compile_timeout: Optional[int] = 900
force_recompile: Switch = False
docker_batch_compile: Switch = True
compression_type: Choices["gzip", "xz"] = "gzip"
max_archive_size: Optional[int] = 100 * 1024 * 1024
record_libraries: Optional[str] = None
logging_level: int = logging.INFO
max_repos: Optional[int] = None
recursive_clone: Switch = True
write_db: Switch = True
record_metainfo: Switch = False
gcc_override_flags: Optional[str] = None
class RepoInfo(NamedTuple):
idx: int # `tuple` has an `index` method
repo_owner: str
repo_name: str
db_result: Optional[RepoDB.Entry]
class PipelineMetaInfo(TypedDict):
"""
Meta-info that might be required for experimentations.
Attributes
----------
num_makefiles : int
total number of Makefiles
has_gitmodules : bool
True if the repo contains a .gitmodules file
makefiles_using_automake : int
how many Makefiles use `automake`
"""
num_makefiles: int
has_gitmodules: bool
makefiles_using_automake: int
class PipelineResult(NamedTuple):
repo_info: RepoInfo
clone_success: Optional[bool] = None
repo_size: Optional[int] = None
makefiles: Optional[List[RepoDB.MakefileEntry]] = None
libraries: Optional[List[str]] = None
meta_info: Optional[PipelineMetaInfo] = None
def contains_in_file(file_path: str, text: str) -> bool:
"""Check whether the file contains a specific piece of text in its first line.
:param file_path: Path to the file.
:param text: The piece of text to search for.
:return: True only if the file exists and contains the text in its first line.
"""
if not os.path.exists(file_path):
return False
with open(file_path, "r") as f:
line = f.readline()
return text in line
def exception_handler(e, repo_info: RepoInfo, _return: bool = False):
logging.error(
f"Exception occurred when processing {repo_info.repo_owner}/{repo_info.repo_name}",
)
if _return:
# mark it as "failed to clone" so we don't deal with it anymore
return PipelineResult(repo_info, clone_success=False)
@flutes.exception_wrapper(exception_handler)
def clone_and_compile(
repo_info: RepoInfo,
clone_folder: str,
binary_folder: str,
archive_folder: str,
recursive_clone: bool = True,
clone_timeout: Optional[float] = None,
compile_timeout: Optional[float] = None,
force_reclone: bool = False,
force_recompile: bool = False,
docker_batch_compile: bool = True,
max_archive_size: Optional[int] = None,
compression_type: str = "gzip",
record_libraries: bool = False,
record_metainfo: bool = False,
gcc_override_flags: Optional[str] = None,
) -> PipelineResult:
r"""Perform the entire pipeline.
:param repo_info: Information about the repository.
:param clone_folder: Path to the folder where the repository will be stored. The actual destination folder will be
``clone_folder/repo_owner_____repo_name``, e.g., ``clone_folder/torvalds_____linux``.
This strange notation is used in order to have a flat directory hierarchy, so we're not left with a bunch of
empty folders for repository owners.
:param binary_folder: Path to the folder where compiled binaries will be stored. The actual destination folder will
be ``binary_folder/repo_owner/repo_name``, e.g., ``binary_folder/torvalds/linux``.
:param archive_folder: Path to the folder where archived repositories will be stored. The actual archive file will
be ``archive_folder/repo_owner/repo_name.tar.xz``, e.g., ``archive_folder/torvalds/linux.tar.xz``.
:param recursive_clone: If ``True``, uses ``--recursive`` when cloning.
:param clone_timeout: Timeout for cloning, or `None` (default) for unlimited time.
:param compile_timeout: Timeout for compilation, or `None` (default) for unlimited time.
:param force_reclone: If ``True``, always clone a fresh copy for compilation. If ``False``, only clone when there
are no matching archives.
:param force_recompile: If ``True``, the repository is compiled regardless of the value in DB.
:param docker_batch_compile: If ``True``, compile all Makefiles within a repository in a single Docker container.
:param max_archive_size: If specified, only archive repositories whose size is not larger than the given
value (in bytes).
:param compression_type: The file type of the archive to produce. Valid values are ``"gzip"`` (faster) and
``"xz"`` (smaller).
:param record_libraries: If ``True``, record the libraries used in compilation.
:param record_metainfo: If ``True``, record meta-info values.
:param gcc_override_flags: If not ``None``, these flags will be appended to each invocation of GCC.
:return: An entry to insert into the DB, or `None` if no operations are required.
"""
repo_full_name = f"{repo_info.repo_owner}/{repo_info.repo_name}"
repo_folder_name = f"{repo_info.repo_owner}_____{repo_info.repo_name}"
repo_path = os.path.join(clone_folder, repo_folder_name)
if compression_type == "xz":
archive_extension = ".tar.xz"
tar_type_flag = "J"
elif compression_type == "gzip":
archive_extension = ".tar.gz"
tar_type_flag = "z"
else:
raise ValueError(f"Invalid compression type '{compression_type}'")
archive_path = os.path.abspath(
os.path.join(archive_folder, f"{repo_full_name}{archive_extension}")
)
repo_entry = repo_info.db_result
clone_success = None
# Skip repos that are fully processed
if (
repo_entry is not None
and (repo_entry["clone_successful"] and not force_reclone)
and (repo_entry["compiled"] and not force_recompile)
):
return PipelineResult(repo_info)
# Stage 1: Cloning from GitHub.
if not force_reclone and os.path.exists(archive_path):
# Extract the archive instead of cloning.
try:
flutes.run_command(
["tar", f"x{tar_type_flag}f", archive_path],
timeout=clone_timeout,
cwd=clone_folder,
)
logging.info(f"{repo_full_name} extracted from archive", "success")
except (subprocess.TimeoutExpired, subprocess.CalledProcessError) as e:
logging.error(
f"Unknown error when extracting {repo_full_name}."
f"Captured output: '{e.output}'"
)
shutil.rmtree(repo_path)
return PipelineResult(repo_info) # return dummy info
repo_size = flutes.get_folder_size(repo_path)
elif (
repo_entry is None
or force_reclone # not processed
or (
repo_entry["clone_successful"]
and (not repo_entry["compiled"] or force_recompile) # not compiled
and not os.path.exists(repo_path)
)
):
clone_result = ghcc.clone(
repo_info.repo_owner,
repo_info.repo_name,
clone_folder=clone_folder,
folder_name=repo_folder_name,
timeout=clone_timeout,
skip_if_exists=False,
recursive=recursive_clone,
)
clone_success = clone_result.success
if not clone_result.success:
if clone_result.error_type is CloneErrorType.FolderExists:
logging.warning(f"{repo_full_name} skipped because folder exists")
elif clone_result.error_type is CloneErrorType.PrivateOrNonexistent:
logging.warning(
f"Failed to clone {repo_full_name} because repository is"
"private or nonexistent"
)
else:
if clone_result.error_type is CloneErrorType.Unknown:
msg = f"Failed to clone {repo_full_name} with unknown error"
else: # CloneErrorType.Timeout
msg = f"Time expired ({clone_timeout}s) when attempting to clone {repo_full_name}"
if clone_result.captured_output is not None:
msg += f". Captured output: '{clone_result.captured_output!r}'"
logging.error(msg)
if clone_result.error_type is CloneErrorType.Unknown:
return PipelineResult(repo_info) # return dummy info
return PipelineResult(repo_info, clone_success=clone_success)
elif clone_result.error_type is CloneErrorType.SubmodulesFailed:
msg = f"Submodules in {repo_full_name} ignored due to error"
if clone_result.captured_output is not None:
msg += f". Captured output: '{clone_result.captured_output!r}'"
logging.warning(msg)
repo_size = flutes.get_folder_size(repo_path)
logging.info(
f"{repo_full_name} successfully cloned ({clone_result.time:.2f}s, "
f"{flutes.readable_size(repo_size)})"
)
else:
if not repo_entry["clone_successful"]:
return PipelineResult(repo_info) # return dummy info
repo_size = flutes.get_folder_size(repo_path)
makefiles = None
libraries = None
meta_info: Optional[PipelineMetaInfo] = None
if not repo_entry or not repo_entry["compiled"] or force_recompile:
# # SPECIAL CHECK: Do not attempt to compile OS kernels!
# kernel_name = None
# if contains_in_file(os.path.join(repo_path, "README"), "Linux kernel release"):
# kernel_name = "Linux"
# elif contains_in_file(os.path.join(repo_path, "README"), "FreeBSD source directory"):
# kernel_name = "FreeBSD"
# if kernel_name is not None:
# shutil.rmtree(repo_path)
# ghcc.log(f"Found {kernel_name} kernel in {repo_full_name}, will not attempt to compile. "
# f"Repository deleted", "warning")
# return PipelineResult(repo_info, clone_success=clone_success, makefiles=[])
# Stage 2: Finding Makefiles.
makefile_dirs = ghcc.find_makefiles(repo_path)
if len(makefile_dirs) == 0:
# Repo has no Makefiles, delete.
shutil.rmtree(repo_path)
logging.warning(
f"No Makefiles found in {repo_full_name}, repository deleted"
)
return PipelineResult(repo_info, clone_success=clone_success, makefiles=[])
else:
pass
# Stage 3: Compile each Makefile.
repo_binary_dir = os.path.join(binary_folder, repo_full_name)
if not os.path.exists(repo_binary_dir):
os.makedirs(repo_binary_dir)
logging.info(f"Starting compilation for {repo_full_name}...")
if docker_batch_compile:
makefiles = ghcc.docker_batch_compile(
repo_binary_dir,
repo_path,
compile_timeout,
record_libraries,
gcc_override_flags,
user_id=(repo_info.idx % 10000) + 30000, # user IDs 30000 ~ 39999
exception_log_fn=functools.partial(
exception_handler, repo_info=repo_info
),
)
else:
makefiles = list(
ghcc.compile_and_move(
repo_binary_dir,
repo_path,
makefile_dirs,
compile_timeout,
record_libraries,
gcc_override_flags,
)
)
num_succeeded = sum(makefile["success"] for makefile in makefiles)
if record_libraries:
library_log_path = os.path.join(repo_binary_dir, "libraries.txt")
if os.path.exists(library_log_path):
with open(library_log_path) as f:
libraries = list(set(f.read().split()))
else:
libraries = []
num_binaries = sum(len(makefile["binaries"]) for makefile in makefiles)
msg = (
f"{num_succeeded} ({len(makefiles)}) out of {len(makefile_dirs)} Makefile(s) "
f"in {repo_full_name} compiled (partially), yielding {num_binaries} binaries"
)
if num_succeeded == len(makefile_dirs):
logging.info(msg)
else:
logging.warning(msg)
if record_metainfo:
meta_info = PipelineMetaInfo(
{
"num_makefiles": len(makefile_dirs),
"has_gitmodules": os.path.exists(
os.path.join(repo_path, ".gitmodules")
),
"makefiles_using_automake": sum(
ghcc.contains_files(directory, ["configure.ac", "configure.in"])
for directory in makefile_dirs
),
}
)
# Stage 4: Clean and zip repo.
if max_archive_size is not None and repo_size > max_archive_size:
shutil.rmtree(repo_path)
logging.info(
f"Removed {repo_full_name} because repository size"
f"({flutes.readable_size(repo_size)}) exceeds limits"
)
else:
# Repository is already cleaned in the compile stage.
os.makedirs(os.path.split(archive_path)[0], exist_ok=True)
compress_success = False
try:
flutes.run_command(
["tar", f"c{tar_type_flag}f", archive_path, repo_folder_name],
timeout=clone_timeout,
cwd=clone_folder,
)
compress_success = True
except subprocess.TimeoutExpired:
logging.error(f"Compression timeout for {repo_full_name}, giving up")
except subprocess.CalledProcessError as e:
logging.error(
f"Unknown error when compressing {repo_full_name}. "
f"Captured output: '{e.output}'"
)
shutil.rmtree(repo_path)
if compress_success:
logging.info(f"Compressed {repo_full_name}, folder removed")
elif os.path.exists(archive_path):
os.remove(archive_path)
return PipelineResult(
repo_info,
clone_success=clone_success,
repo_size=repo_size,
makefiles=makefiles,
libraries=libraries,
meta_info=meta_info,
)
def iter_repos(
db: ghcc.RepoDB, repo_list_path: str, max_count: Optional[int] = None
) -> Iterator[RepoInfo]:
db_entries = {
(entry["repo_owner"], entry["repo_name"]): entry
for entry in db.collection.find() # getting stuff in batch is much faster
}
logging.info(f"{len(db_entries)} entries loaded from DB")
index = 0
with open(repo_list_path, "r") as repo_file:
for line in repo_file:
if not line:
continue
url = line.strip().rstrip("/")
if url.endswith(".git"):
url = url[: -len(".git")]
repo_owner, repo_name = url.split("/")[-2:]
# db_result = db.get(repo_owner, repo_name)
db_result = db_entries.get((repo_owner, repo_name), None)
yield RepoInfo(index, repo_owner, repo_name, db_result)
index += 1
if max_count is not None and index >= max_count:
break
class MetaInfo:
def __init__(self):
self.num_repos = 0
self.num_makefiles = 0
self.num_binaries = 0
self.num_gitmodules = 0
self.fail_to_success = 0
self.success_to_fail = 0
self.success_makefiles = 0
self.makefiles_with_yield = 0
self.added_makefiles = 0 # how many new success Makefiles are not in old
self.missing_makefiles = 0 # how many old success Makefiles are not in new
self.makefiles_using_automake = 0
def add_repo(self, result: PipelineResult) -> None:
self.num_repos += 1
if result.meta_info is not None:
self.num_gitmodules += result.meta_info["has_gitmodules"]
self.num_makefiles += result.meta_info["num_makefiles"]
self.makefiles_using_automake += result.meta_info[
"makefiles_using_automake"
]
# new_makefiles: Dict[str, bool] = {}
# old_makefiles: Dict[str, bool] = {}
if result.makefiles is not None:
new_makefiles = {
makefile["directory"]: makefile["success"]
for makefile in result.makefiles
}
self.success_makefiles += sum(new_makefiles.values())
self.num_binaries += sum(
len(makefile["binaries"]) for makefile in result.makefiles
)
elif result.repo_info.db_result is not None:
db_result = result.repo_info.db_result
self.success_makefiles += sum(
makefile["success"] for makefile in db_result["makefiles"]
)
self.num_binaries += sum(
len(makefile["binaries"]) for makefile in db_result["makefiles"]
)
# if result.repo_info.db_result is not None:
# old_makefiles = {makefile["directory"]: makefile["success"]
# for makefile in result.repo_info.db_result["makefiles"]}
# new_makefile_set = set(new_makefiles.keys())
# old_makefile_set = set(old_makefiles.keys())
# # Only count success Makefiles here.
# self.added_makefiles += sum(new_makefiles[m] for m in new_makefile_set.difference(old_makefile_set))
# self.missing_makefiles += sum(old_makefiles[m] for m in old_makefile_set.difference(new_makefile_set))
# for name in new_makefile_set.intersection(old_makefile_set):
# new_status = new_makefiles[name]
# old_status = old_makefiles[name]
# if new_status and not old_status:
# self.fail_to_success += 1
# elif old_status and not new_status:
# self.success_to_fail += 1
def __repr__(self) -> str:
msg = (
f"#Repos: {self.num_repos} ({self.num_gitmodules} with .gitmodules), #Binaries: {self.num_binaries}\n"
f"#Makefiles: {self.num_makefiles} ({self.success_makefiles} succeeded, "
f"{self.makefiles_using_automake} using automake)"
)
# f" ├─ New: {self.added_makefiles}, Missing: {self.missing_makefiles}\n" \
# f" └─ Fail->Success: {self.fail_to_success}, Success->Fail: {self.success_to_fail}"
return msg
def main() -> None:
if not ghcc.utils.verify_docker_image(verbose=True):
exit(1)
args = Arguments()
if args.n_procs == 0:
# Only do this on the single-threaded case.
flutes.register_ipython_excepthook()
init_logger(args.logging_level)
logging.info("Running with arguments:\n" + args.to_string())
if os.path.exists(args.clone_folder):
logging.warning(f"Removing contents of clone folder '{args.clone_folder}'...")
ghcc.utils.run_docker_command(
["rm", "-rf", "/usr/src/*"],
user=0,
directory_mapping={args.clone_folder: "/usr/src"},
)
logging.warning("Crawling starting...")
db = ghcc.RepoDB()
libraries: Set[str] = set()
if args.record_libraries is not None and os.path.exists(args.record_libraries):
with open(args.record_libraries, "r") as f:
libraries = set(f.read().split())
def flush_libraries():
if args.record_libraries is not None:
with open(args.record_libraries, "w") as f:
f.write("\n".join(libraries))
with flutes.safe_pool(args.n_procs, closing=[db, flush_libraries]) as pool:
iterator = iter_repos(db, args.repo_list_file, args.max_repos)
pipeline_fn: Callable[[RepoInfo], Optional[PipelineResult]] = functools.partial(
clone_and_compile,
clone_folder=args.clone_folder,
binary_folder=args.binary_folder,
archive_folder=args.archive_folder,
recursive_clone=args.recursive_clone,
clone_timeout=args.clone_timeout,
compile_timeout=args.compile_timeout,
force_reclone=args.force_reclone,
force_recompile=args.force_recompile,
docker_batch_compile=args.docker_batch_compile,
max_archive_size=args.max_archive_size,
compression_type=args.compression_type,
record_libraries=(args.record_libraries is not None),
record_metainfo=args.record_metainfo,
gcc_override_flags=args.gcc_override_flags,
)
repo_count = 0
meta_info = MetaInfo()
for result in pool.imap_unordered(pipeline_fn, iterator):
repo_count += 1
if repo_count % 100 == 0:
logging.info(f"Processed {repo_count} repositories")
if result is None:
continue
repo_owner, repo_name = (
result.repo_info.repo_owner,
result.repo_info.repo_name,
)
if args.write_db:
if (
result.clone_success is not None
or result.repo_info.db_result is None
):
# There's probably an inconsistency somewhere if we didn't clone while `db_result` is None.
# To prevent more errors, just add it to the DB.
repo_size = (
result.repo_size or -1
) # a value of zero is probably also wrong
clone_success = (
result.clone_success
if result.clone_success is not None
else True
)
db.add_repo(
repo_owner, repo_name, clone_success, repo_size=repo_size
)
logging.info(f"Added {repo_owner}/{repo_name} to DB")
if result.makefiles is not None:
update_result = db.update_makefile(
repo_owner,
repo_name,
result.makefiles,
ignore_length_mismatch=True,
)
if not update_result:
logging.error(
f"Makefiles of {repo_owner}/{repo_name} not saved to "
"DB due to Unicode encoding errors"
)
if result.libraries is not None:
libraries.update(result.libraries)
if repo_count % 10 == 0: # flush every 10 repos
flush_libraries()
if args.record_metainfo:
meta_info.add_repo(result)
if repo_count % 100 == 0:
logging.info(repr(meta_info))
logging.info(repr(meta_info))
if __name__ == "__main__":
main()