Repository navigation
Add Unladen Swallow's optimizations to Python 3's pickle. #53656
Description
| BPO | 9410 |
|---|---|
| Nosy | @smontanaro, @jcea, @abalkin, @pitrou, @vstinner, @avassalotti |
| Files |
Note: these values reflect the state of the issue at the time it was migrated and might not reflect the current state.
Show more details
GitHub fields:
assignee = 'https://github.com/avassalotti'
closed_at = <Date 2010-09-09.18:33:58.334>
created_at = <Date 2010-07-29.06:26:04.924>
labels = ['extension-modules', 'performance']
title = "Add Unladen Swallow's optimizations to Python 3's pickle."
updated_at = <Date 2011-03-19.02:58:22.909>
user = 'https://github.com/avassalotti'bugs.python.org fields:
activity = <Date 2011-03-19.02:58:22.909>
actor = 'jcea'
assignee = 'alexandre.vassalotti'
closed = True
closed_date = <Date 2010-09-09.18:33:58.334>
closer = 'pitrou'
components = ['Extension Modules']
creation = <Date 2010-07-29.06:26:04.924>
creator = 'alexandre.vassalotti'
dependencies = []
files = ['18246', '18777', '18778', '18779']
hgrepos = []
issue_num = 9410
keywords = ['patch']
message_count = 13.0
messages = ['111895', '111904', '111958', '111960', '112091', '112956', '115718', '115723', '115724', '115725', '115726', '115771', '115957']
nosy_count = 7.0
nosy_names = ['skip.montanaro', 'collinwinter', 'jcea', 'belopolsky', 'pitrou', 'vstinner', 'alexandre.vassalotti']
pr_nums = []
priority = 'normal'
resolution = 'fixed'
stage = 'resolved'
status = 'closed'
superseder = None
type = 'performance'
url = 'https://bugs.python.org/issue9410'
versions = ['Python 3.2']
Activity
avassalotti commentedon Jul 29, 2010
This is a big patch. Please review at http://codereview.appspot.com/1694050/show
This patch adds the most interesting optimizations from Unladen Swallow to Python 3's pickle.
The core of the patch already been reviewed by Antoine and me (http://codereview.appspot.com/33070/show). One of the last issue remaining the unbounded size of the internal buffer. This shouldn't be a big issue for most uses of pickle, since the size of a pickle is often several times smaller than the object hierarchy that created it. I still hope to fix this in a following patch.
The patch also include additional cleanups to the Pdata structure. The changes felt natural to make along with the other changes from Unladen Swallow. IIRC, these changes yield an additional 1-3% speedup.
pitrou commentedon Jul 29, 2010
Le jeudi 29 juillet 2010 à 06:26 +0000, Alexandre Vassalotti a écrit :
I still think this should be fixed in this patch, especially since it
will also change benchmark numbers.
abalkin commentedon Jul 29, 2010
For those not familiar with Unladen Swallow, can you describe what the "most interesting optimizations" are? Maybe there is an Unladen Swallow document you can point to. Would any of these optimizations apply to python implementation?
vstinner commentedon Jul 29, 2010
I'm working on bpo-3873 to add a read buffer (fixed size, 4096 bytes) to the unpickler. It's 6 to 8 times faster with the read buffer: but this patch is mainly to avoid the overhead introduced by the new I/O library (in Python2, unpickler was faster because it doesn't need to call Python functions to read some bytes). Is this feature included in this big patch?
smontanaro commentedon Jul 30, 2010
Look around the issues. I'm pretty sure I worked on the
unbounded size issue at one point.
Skip
[-]Add Unladden Swallow's optimizations to Python 3's pickle.[/-][+]Add Unladen Swallow's optimizations to Python 3's pickle.[/+]avassalotti commentedon Aug 5, 2010
Ah, that's right Skip. You did fixed it in Unladen Swallow's trunk. I will take a look at your solution.
http://code.google.com/p/unladen-swallow/source/diff?spec=svn1167&r=1038&format=side&path=/trunk/Modules/cPickle.c&old_path=/trunk/Modules/cPickle.c&old=988
pitrou commentedon Sep 6, 2010
The patch doesn't apply cleanly anymore. Furthermore, I discovered some additional issues:
I'm working on an updated patch, fixing the aforementioned bugs and adding a buffer size limit.
avassalotti commentedon Sep 6, 2010
Antoine, I fixed these issues in the latest patch posted on Rietveld. Also, Skip added the buffer limit in Unladen Swallow (see msg112956). We just need to merge that.
pitrou commentedon Sep 6, 2010
Here is a patch. Benchmark numbers:
./python -m timeit -s "import pickle, io; d={(x, 'a'): x for x in range(10000)}" "pickle.dumps(d)"
-> before: 100 loops, best of 3: 7.47 msec per loop
-> after: 100 loops, best of 3: 2.45 msec per loop
./python -m timeit -s "import pickle, io; d={(x, 'a'): x for x in range(10000)}; d=pickle.dumps(d)" "pickle.loads(d)"
-> before: 100 loops, best of 3: 12.1 msec per loop
-> after: 100 loops, best of 3: 2.62 msec per loop
./python -m timeit -s "import pickle, io; d={(x, 'a'): x for x in range(10000)}" "pickle.dump(d, io.BytesIO())"
-> before: 100 loops, best of 3: 13.2 msec per loop
-> after: 100 loops, best of 3: 2.54 msec per loop
./python -m timeit -s "import pickle, io; d={(x, 'a'): x for x in range(10000)}; d=pickle.dumps(d)" "pickle.load(io.BytesIO(d))"
-> before: 100 loops, best of 3: 12.7 msec per loop
-> after: 100 loops, best of 3: 11.6 msec per loop
As you can see, load() doesn't really benefit from the buffering improvements. The three methods see quite massive speedups.
pitrou commentedon Sep 6, 2010
Gosh. My patch is based on an outdated patch :(
pitrou commentedon Sep 6, 2010
Ok, this patch merges my changes with Alexandre's previous patch. Performance is similar as the previous posted patch.
pitrou commentedon Sep 7, 2010
For the record, here are the unladen swallow benchmark results against stock py3k:
### pickle ###
Min: 1.644222 -> 0.812691: 2.0232x faster
Avg: 1.652311 -> 0.814994: 2.0274x faster
Significant (t=297.660908)
Stddev: 0.00594 -> 0.00207: 2.8732x smaller
### unpickle ###
Min: 2.802217 -> 0.751013: 3.7312x faster
Avg: 2.807074 -> 0.752646: 3.7296x faster
Significant (t=980.311525)
Stddev: 0.00446 -> 0.00145: 3.0831x smaller
### pickle_dict ###
Min: 0.744259 -> 0.543992: 1.3681x faster
Avg: 0.747806 -> 0.545883: 1.3699x faster
Significant (t=114.070170)
Stddev: 0.00266 -> 0.00293: 1.1014x larger
### pickle_list ###
Min: 2.058899 -> 1.212566: 1.6980x faster
Avg: 2.066486 -> 1.216711: 1.6984x faster
Significant (t=269.964154)
Stddev: 0.00534 -> 0.00459: 1.1635x smaller
### unpickle_list ###
Min: 1.458531 -> 0.313154: 4.6576x faster
Avg: 1.464023 -> 0.319126: 4.5876x faster
Significant (t=425.745063)
Stddev: 0.00476 -> 0.00367: 1.2976x smaller
pitrou commentedon Sep 9, 2010
The patch was finally committed in r84653. Thanks to everyone who participated in this.