prometheus / prometheus/client_python
Prometheus reads all .db files from PROMETHEUS_MULTIPROC_DIR without regard
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 4.4k
- Forks
- 876
- Avg merge
- 8d 4h
- Merged PRs (30d)
- 1
Description
prometheus-client==0.15.0
The method collect on prometheus_client.multiprocess.MultiProcessCollector reads all .db files, leading to memory issues, as it reads SQLite databases.
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/........./........../.............py", line 20, in .........................
data = generate_latest(registry)
File "/usr/lib/python3.8/site-packages/prometheus_client/exposition.py", line 198, in generate_latest
for metric in registry.collect():
File "/usr/lib/python3.8/site-packages/prometheus_client/registry.py", line 97, in collect
yield from collector.collect()
File "/usr/lib/python3.8/site-packages/prometheus_client/multiprocess.py", line 153, in collect
return self.merge(files, accumulate=True)
File "/usr/lib/python3.8/site-packages/prometheus_client/multiprocess.py", line 45, in merge
metrics = MultiProcessCollector._read_metrics(files)
File "/usr/lib/python3.8/site-packages/prometheus_client/multiprocess.py", line 73, in _read_metrics
for key, value, _ in file_values:
File "/usr/lib/python3.8/site-packages/prometheus_client/mmap_dict.py", line 43, in _read_all_values
value = _unpack_double(data, pos)[0]
struct.error: unpack_from requires a buffer of at least 1634562696 bytes for unpacking 8 bytes at offset 1634562688 (actual buffer size is 12288)
The issue is on collect() method:
def collect(self):
files = glob.glob(os.path.join(self._path, '*.db'))
return self.merge(files, accumulate=True)
I believe that there should be some kind of file validation to assure that the file is related to a prometheus metric, e.g:
import re
POSSIBLE_PROMETHEUS_FILENAMES_INCLUDE = {'counter', '...', 'histogram', 'gauge_livesum'}
def collect(self):
files = glob.glob(os.path.join(self._path, '*.db'))
#
# assert files
valid_files = [f for f in files if re.split('_\d+.db', f)[0] in POSSIBLE_PROMETHEUS_FILENAMES_INCLUDE]
#
#
return self.merge(valid_files, accumulate=True)
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start in prometheus_client/multiprocess.py at MultiProcessCollector.collect and follow its call to merge and mmap_dict.py while reproducing the reported prometheus-client 0.15.0 traceback. Determine how files in PROMETHEUS_MULTIPROC_DIR should be recognized, then verify that unrelated or malformed .db files no longer cause collection to read invalid data while valid metric files still work.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- observability
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 48/100