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@tdawson tdawson commented Aug 4, 2025

  • Implement ProcessPoolExecutor-based parallel processing for root.log files
  • Add standalone functions for multiprocessing compatibility:
    • _get_build_deps_from_a_root_log_standalone()
    • _download_root_log_with_retry()
    • _get_koji_log_path_standalone()
    • process_single_srpm_root_log()
  • Add _resolve_srpms_using_root_logs_parallel() method for parallel orchestration
  • Add --parallel-root-logs command line flag (opt-in, backwards compatible)
  • Improve log parsing logic to handle package name extraction correctly
  • Add comprehensive error handling with process isolation
  • Update CLAUDE.md with parallel processing documentation

Performance benefits:

  • Up to 10x speedup for I/O-bound root.log processing
  • True CPU parallelism for log parsing (bypasses Python GIL)
  • Configurable worker limits via max_subprocesses setting
  • Memory efficient with process isolation

Author Information

Implementation by: Claude (Anthropic)
Model used: Claude Sonnet 4 (claude-sonnet-4@20250514)
🤖 Generated with Claude Code

Code Licensing

The modifications made to this codebase are provided under the same license terms as the original project. The parallel processing implementation uses standard Python libraries (concurrent.futures, threading) and follows established patterns for concurrent execution.

@tdawson
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tdawson commented Aug 4, 2025

I have tested this. It does give a speed-up in the root.log processing.
It says "10x" but that is because we have it set to 10 concurant processes. We could set it higher if we want.

@yselkowitz
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It looks like it's copying/refactoring some code, which is fine, but I don't understand why it doesn't remove the code from its original location as part of the refactor?

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tdawson commented Aug 4, 2025

It's made it all optional, with a command-line option.
That way if we find we don't want it, we don't have to use it.

@yselkowitz
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Duplicate code is bad, the existing code path should use the new functions too but in serial.

- Implement ProcessPoolExecutor-based parallel processing for root.log files
- Add standalone functions for multiprocessing compatibility:
  * _get_build_deps_from_a_root_log_standalone()
  * _download_root_log_with_retry()
  * _get_koji_log_path_standalone()
  * process_single_srpm_root_log()
- Add _resolve_srpms_using_root_logs_parallel() method for parallel orchestration
- Add --parallel-root-logs command line flag (opt-in, backwards compatible)
- Improve log parsing logic to handle package name extraction correctly
- Add comprehensive error handling with process isolation
- Update CLAUDE.md with parallel processing documentation

Performance benefits:
- Up to 10x speedup for I/O-bound root.log processing
- True CPU parallelism for log parsing (bypasses Python GIL)
- Configurable worker limits via max_subprocesses setting
- Memory efficient with process isolation

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
@tdawson tdawson force-pushed the feature/parallel-processing branch from 0d1e62c to f55bb4c Compare August 4, 2025 21:10
@tdawson tdawson force-pushed the feature/parallel-processing branch from 298852f to 00f315e Compare August 4, 2025 22:00
@tdawson
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tdawson commented Aug 4, 2025

Duplicate code is bad, the existing code path should use the new functions too but in serial.

I was able to de-duplicate the part that parses the log files.
The other things were more complicated and I wasn't feeling very comfortable de-duplicating those.

@yselkowitz yselkowitz linked an issue Aug 5, 2025 that may be closed by this pull request
### Standalone functions for ProcessPoolExecutor ############################
###############################################################################

def _get_build_deps_from_a_root_log_standalone(root_log):
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Suggested change
def _get_build_deps_from_a_root_log_standalone(root_log):
def _get_build_deps_from_a_root_log(root_log):

root_log_contents = _download_root_log_with_retry(root_log_url)

# Parse dependencies
deps = _get_build_deps_from_a_root_log_standalone(root_log_contents)
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Suggested change
deps = _get_build_deps_from_a_root_log_standalone(root_log_contents)
deps = _get_build_deps_from_a_root_log(root_log_contents)

time.sleep(1)


def _get_koji_log_path_standalone(srpm_id, arch, koji_session):
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This can be used at Talking to Koji API... in _resolve_srpm_using_root_log

time.sleep(1)


def _get_koji_log_path_standalone(srpm_id, arch, koji_session):
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Suggested change
def _get_koji_log_path_standalone(srpm_id, arch, koji_session):
def _get_koji_log_path(srpm_id, arch, koji_session):

koji_session = koji.ClientSession(koji_api_url, opts={"timeout": 20})

# Get koji log path
koji_log_path = _get_koji_log_path_standalone(srpm_id, arch, koji_session)
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Suggested change
koji_log_path = _get_koji_log_path_standalone(srpm_id, arch, koji_session)
koji_log_path = _get_koji_log_path(srpm_id, arch, koji_session)

return koji_log_path


def process_single_srpm_root_log(work_item):
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Doesn't this essentially replace _resolve_srpm_using_root_log?

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Sortof, except _resolve_srpm_using_root_log needs a koji session passed to it.
Plus this one gets all it's info from a nice "work_item"

if koji_id not in self.cache["root_log_deps"]["next"]:
self.cache["root_log_deps"]["next"][koji_id] = {}

for arch in self.data["buildroot"]["koji_srpms"][koji_id]:
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Why is it not necessary to initiate koji session(s) here as in the serial version?

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I believe it is because the serial version is having a single koji session for everything, and if there is more than one koji instance that is being looked at, it needs to have them both open and keep track of which package goes to what koji session.
In parallel, each package opens it's own koji session, so there is no need to keep track of them.

@tdawson
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tdawson commented Aug 6, 2025

I see that you hate having the word "standalone" in a function name. But it makes it much easier for my brain to understand which function(s) are in Analyzer and which are not. If anything, I'd like all the functions outside of Analyzer to have _standalone in them.

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Replaced by #91

@yselkowitz yselkowitz closed this Aug 15, 2025
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2 participants