execute batch downloads in parallel worker threads #12923
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cosmicexplorer
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Progress output now looks really nice! |
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For example: # delete wheel cache and http download cache
> rm -rf ~/.cache/pip/{http{,-v2},wheels}/
> time PYTHONPATH="$(readlink -f src)" python -m pip install --progress-bar on --batch-download-parallelism 10 --dry-run --ignore-installed --report test.json --use-feature=fast-deps 'numpy>=1.19.5' 'keras==2.11.0' 'mtcnn' 'pillow>=7.0.0' 'bleach>=2.1.0' 'tensorflow-gpu==2.11.0'
# ...
╭─────────────────────────────────────────── Download Progress ────────────────────────────────────────────╮
│ total downloads - ━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 20% 9/46 │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭────────────────────────────────────── Individual Request Progress ───────────────────────────────────────╮
│total bytes ╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2% 13.4/734.1 MB 5.5 MB/s eta 0:02:12│
│tensorflow_gpu-2.11.... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0% 1.8/588.3 MB 805.1 kB/s eta 0:12:09│
│numpy-2.1.0-cp310-cp... ━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11% 1.8/16.3 MB 820.8 kB/s eta 0:00:18│
│mtcnn-0.1.1-py3-none... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━━━ 81% 1.8/2.3 MB 869.6 kB/s eta 0:00:01│
│pillow-10.4.0-cp310-... ━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 29% 1.3/4.5 MB 563.7 kB/s eta 0:00:06│
│grpcio-1.65.5-cp310-... ━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 14% 0.8/5.7 MB 411.9 kB/s eta 0:00:12│
│h5py-3.11.0-cp310-cp... ━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 15% 0.8/5.3 MB 411.0 kB/s eta 0:00:11│
│libclang-18.1.1-py2.... ━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3% 0.8/24.5 MB 460.1 kB/s eta 0:00:52│
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│protobuf-3.19.6-cp31... ━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 25% 0.3/1.1 MB ? eta -:--:--│
│tensorboard-2.11.2-p... ━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 17% 1.0/6.0 MB 1.0 MB/s eta 0:00:05│
│setuptools-73.0.0-py... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0% 0.0/2.3 MB ? eta -:--:--│
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│wrapt-1.16.0-cp310-c... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0% 0.0/80.3 kB ? eta -:--:--│
│packaging-24.1-py3-n... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0% 0.0/54.0 kB ? eta -:--:--│
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╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯ |
cosmicexplorer
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It turns out that batched progress output actually looks super neat! But it also ended up being a lot of extra code that we can probably decouple from the download parallelism (see "Part A" and "Part B" in the PR description). I'm going to try to separate these two components into different PRs to make them easier to review. |
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Ok, I split out #12925 for the pooled progress output so we can review the progress reporting (which is about presentation of terminal output) separately from the parallelism (which is about performance and tricky communication/semaphore mechanisms). |
- use more specific types for BatchDownloader#__call__ - calculate byte lengths with a HEAD request - quiet all progress output from -q - don't write colored output with --no-color - write a lot more documentation for the new progress bar logic - use ProgressBarType enum for --progress-bar CLI flag
- limit downloads to 10 at a time instead of starting all at once - add cli arg to limit download parallelism - factor out receiving thread exceptions into a contextmanager - default batch parallelism to 10 - make batch download parallelism 1 in html index test - explicitly yield threads to help ensure correct download ordering
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This is probably ready to review as well, but I'm trying to minimize the number of PRs I have open at once, so I'm keeping it drafted until #12925 is in. |
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This PR is based off of #12925. See the
+215/-46diff against it at cosmicexplorer/pip@batched-progress-bar...batch-download.Problem
See #825. With the metadata resolve work from
fast-deps, PEP 658 support, and more (see #12921), we have developed the ability to download wheels in a batch at once after the metadata-only resolve has completed.Solution
threading.Thread.threading.Semaphoreto reuse ourPipSessionconnection pool.--batch-download-parallelismoption has been added todownload,install, andwheelto limit parallelism as needed.queue.Queueandyieldinto an iterator to prepare requirements in parallel with downloads.KeyboardInterrupt) with athreading.Eventand gracefully shut down worker threads.Result
tensorflow-gpu) before starting our other downloads!