Debugging slow pdm lock runs #1128

apollo13 · 2022-06-10T09:33:38Z

apollo13
Jun 10, 2022

Hi,

I have a project with a few dependencies and pdm lock takes 2 minutes and more to generate everything. Is the a good way to figure out what takes so long, so I can see if I can tweak it somehow?

Thanks,
Florian

The project file in case anyone is curious:

[project]
name = "xxx"
version = "0.1"
description = ""
authors = [
    {name = "xxx", email = "xxx@xxx.eu"},
]
dependencies = [
    "Django>=3.2",
    "whitenoise>=5.3",
    "Pygments>=2.10",
    "djangorestframework>=3.12",
    "gunicorn>=20.1",
    "fhir.resources>=6.1",
    "dj-database-url>=0.5",
    "psycopg2-binary>=2.9",
    "requests>=2.26",
    "django-xff>=1.3",
    "django-basicauth>=0.5",
    "drf-spectacular>=0.21",
    "trio>=0.20.0",
    "structlog>=21.5.0",
    "hypercorn>=0.13.2",
    "sansio-jsonrpc>=0.2.0",
    "transitions @ https://github.com/pytransitions/transitions/archive/3836dc4ec5e09e101057bb335b940ef810b87513.tar.gz",
]
requires-python = ">=3.9,<3.11"
license = {text = "MIT"}
[project.optional-dependencies]

[build-system]
requires = ["pdm-pep517"]
build-backend = "pdm.pep517.api"

[tool.pdm.dev-dependencies]
dev = [
    "pytest>=6.2",
    "pytest-mock>=3.6",
    "pytest-html>=3.1",
    "pytest-cov>=3.0",
    "pytest-django>=4.4",
    "pytest-env>=0.6",
    "coverage>=6.1",
    "bump2version>=1.0",
    "pex>=2.1",
    "rich>=12.0.0",
    "logging-tree>=1.9",
    "mypy @ https://github.com/python/mypy/archive/3833277fc292c9d4a514337b244d146228f1776e.tar.gz",
]

frostming · 2022-06-10T09:41:19Z

frostming
Jun 10, 2022
Maintainer

Hmm, i can't say 2 minutes is long, depending on your network condition. Besides, checking out a Git repository typically takes a bit longer.

8 replies

frostming Jun 10, 2022
Maintainer

Look at the file list in [metadata.files] table of pdm.lock, PDM is fetching hashes for all candidates for a specific package version.

apollo13 Jun 10, 2022
Author

Mhm interesting, are those multiple calls per package? I am asking because for instance I see:

"psycopg2-binary 2.9.3" = [
...
    {file = "psycopg2_binary-2.9.3-cp36-cp36m-macosx_10_14_x86_64.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:e847774f8ffd5b398a75bc1c18fbb56564cda3d629fe68fd81971fece2d3c67e"},
    {file = "psycopg2_binary-2.9.3-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:68641a34023d306be959101b345732360fc2ea4938982309b786f7be1b43a4a1"},
    {file = "psycopg2_binary-2.9.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3303f8807f342641851578ee7ed1f3efc9802d00a6f83c101d21c608cb864460"},
    {file = "psycopg2_binary-2.9.3-cp36-cp36m-manylinux_2_24_aarch64.whl", hash = "sha256:e3699852e22aa68c10de06524a3721ade969abf382da95884e6a10ff798f9281"},
...

even though requires-python = ">=3.9,<3.11". So there should be no need to find and fetch hashes and candidates for python 3.6?

apollo13 Jun 10, 2022
Author

Ah, the json api returns all those hashes in one go. It would probably help to run a few of those requests in parallel though.

frostming Jun 13, 2022
Maintainer

Ah, the json api returns all those hashes in one go.

So does simple index, the hash is encoded into the link href

frostming Jun 13, 2022
Maintainer

So there should be no need to find and fetch hashes and candidates for python 3.6?

It's better to not validate the wheel tags, which will bring extra overhead. Including all wheels don't break things.

alexandrehpiva · 2022-06-16T22:45:15Z

alexandrehpiva
Jun 16, 2022

I work using a vpn connection and am experiencing a very slow lock, update, install or package removal. And it's a relatively fast vpn (40mb/s download). And seriously, sometimes it takes more than 30 minutes to lock.

using the -v flag, I saw that it takes a lot of rounds and after that it keeps finding matching candidates...

Is there any flag that reduces/limits the number of rounds?

1 reply

Hnasar Jun 16, 2022

Try providing a limit on your deps e.g.

mydep >= recent version

So PDM has less to consider.

You can also specify PDM_RESOLVE_MAX_ROUNDS -- check the docs for details

KerberosMorphy · 2022-12-14T20:16:53Z

KerberosMorphy
Dec 14, 2022

Hey there, I'm currently comparing PDM using virtual environment and Poetry so my job could choose which one they prefer.

It's partially base on the mechanics from Python Package Manager Shootout by Lincoln Loop but we use our own dependencies from 2 of our main projects.

The "Import Cold" and especially "Import Warm" show clearly PDM with a big ahead. But with our dependencies, the "Lock" take way too much time using our projects dependencies.

I know dvc[s3] seems to be problematics since it take a long time to resolve its sub sub dependencies.

Here the pyproject.toml with only the dvc[s3]==2.10.2:

[project]
name = "app"
version = ""
description = ""
authors = [
    {name = "Your Name", email = "you@example.com"},
]
dependencies = [
    "dvc[s3]==2.10.2",
]
requires-python = ">=3.10"
license = {text = "MIT"}

[build-system]
requires = ["pdm-pep517>=1.0.0"]
build-backend = "pdm.pep517.api"

And the test on WSL should have been (did CTRL-C because it take too much time, a previous run had take more than 15 minutes):

$ time pdm lock

Poetry can somehow resolve that...

pyproject.toml:

[tool.poetry]
name = "app"
version = "0.1.0"
description = ""
authors = ["Your Name <you@example.com>"]

[tool.poetry.dependencies]
python = "^3.10"
dvc = {version = "2.10.2", extras = ["s3"]}

[tool.poetry.dev-dependencies]

[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"

Test:

$ time poetry lock
...
Writing lock file

real    2m41.098s
user    0m28.703s
sys     0m3.176s

The poetry.lock file generated:

# This file is automatically @generated by Poetry and should not be changed by hand.

[[package]]
name = "aiobotocore"
version = "2.4.1"
description = "Async client for aws services using botocore and aiohttp"
category = "main"
optional = false
python-versions = ">=3.7"
files = [
    {file = "aiobotocore-2.4.1-py3-none-any.whl", hash = "sha256:26e0d55d5901f487c3467616c028abb85036ca33a0f88e279770adae6b865c69"},
    {file = "aiobotocore-2.4.1.tar.gz", hash = "sha256:5c8ee79d1f14273e3f8f3af5c893db889ef163227b178ecacb5aea4547d3b9a7"},
]

[package.dependencies]
aiohttp = ">=3.3.1"
aioitertools = ">=0.5.1"
boto3 = {version = ">=1.24.59,<1.24.60", optional = true, markers = "extra == \"boto3\""}
botocore = ">=1.27.59,<1.27.60"
wrapt = ">=1.10.10"

[package.extras]
awscli = ["awscli (>=1.25.60,<1.25.61)"]
boto3 = ["boto3 (>=1.24.59,<1.24.60)"]

[[package]]
name = "aiohttp"
version = "3.8.3"
description = "Async http client/server framework (asyncio)"
category = "main"
optional = false
python-versions = ">=3.6"
files = [
    {file = "aiohttp-3.8.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ba71c9b4dcbb16212f334126cc3d8beb6af377f6703d9dc2d9fb3874fd667ee9"},
    {file = "aiohttp-3.8.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d24b8bb40d5c61ef2d9b6a8f4528c2f17f1c5d2d31fed62ec860f6006142e83e"},
    {file = "aiohttp-3.8.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f88df3a83cf9df566f171adba39d5bd52814ac0b94778d2448652fc77f9eb491"},
    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b97decbb3372d4b69e4d4c8117f44632551c692bb1361b356a02b97b69e18a62"},
    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:309aa21c1d54b8ef0723181d430347d7452daaff93e8e2363db8e75c72c2fb2d"},
    {file = "aiohttp-3.8.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ad5383a67514e8e76906a06741febd9126fc7c7ff0f599d6fcce3e82b80d026f"},
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    {file = "yarl-1.8.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:418857f837347e8aaef682679f41e36c24250097f9e2f315d39bae3a99a34cbf"},
    {file = "yarl-1.8.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ae0eec05ab49e91a78700761777f284c2df119376e391db42c38ab46fd662b77"},
    {file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:009a028127e0a1755c38b03244c0bea9d5565630db9c4cf9572496e947137a87"},
    {file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3edac5d74bb3209c418805bda77f973117836e1de7c000e9755e572c1f7850d0"},
    {file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:da65c3f263729e47351261351b8679c6429151ef9649bba08ef2528ff2c423b2"},
    {file = "yarl-1.8.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0ef8fb25e52663a1c85d608f6dd72e19bd390e2ecaf29c17fb08f730226e3a08"},
    {file = "yarl-1.8.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bcd7bb1e5c45274af9a1dd7494d3c52b2be5e6bd8d7e49c612705fd45420b12d"},
    {file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:44ceac0450e648de86da8e42674f9b7077d763ea80c8ceb9d1c3e41f0f0a9951"},
    {file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:97209cc91189b48e7cfe777237c04af8e7cc51eb369004e061809bcdf4e55220"},
    {file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:48dd18adcf98ea9cd721a25313aef49d70d413a999d7d89df44f469edfb38a06"},
    {file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:e59399dda559688461762800d7fb34d9e8a6a7444fd76ec33220a926c8be1516"},
    {file = "yarl-1.8.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:d617c241c8c3ad5c4e78a08429fa49e4b04bedfc507b34b4d8dceb83b4af3588"},
    {file = "yarl-1.8.2-cp39-cp39-win32.whl", hash = "sha256:cb6d48d80a41f68de41212f3dfd1a9d9898d7841c8f7ce6696cf2fd9cb57ef83"},
    {file = "yarl-1.8.2-cp39-cp39-win_amd64.whl", hash = "sha256:6604711362f2dbf7160df21c416f81fac0de6dbcf0b5445a2ef25478ecc4c778"},
    {file = "yarl-1.8.2.tar.gz", hash = "sha256:49d43402c6e3013ad0978602bf6bf5328535c48d192304b91b97a3c6790b1562"},
]

[package.dependencies]
idna = ">=2.0"
multidict = ">=4.0"

[[package]]
name = "zc-lockfile"
version = "2.0"
description = "Basic inter-process locks"
category = "main"
optional = false
python-versions = "*"
files = [
    {file = "zc.lockfile-2.0-py2.py3-none-any.whl", hash = "sha256:cc33599b549f0c8a248cb72f3bf32d77712de1ff7ee8814312eb6456b42c015f"},
    {file = "zc.lockfile-2.0.tar.gz", hash = "sha256:307ad78227e48be260e64896ec8886edc7eae22d8ec53e4d528ab5537a83203b"},
]

[package.dependencies]
setuptools = "*"

[package.extras]
test = ["zope.testing"]

[metadata]
lock-version = "2.0"
python-versions = "^3.10"
content-hash = "6da1c1e17e0a005aa2fd9a4be6985638ff5db5e88584cf1843bc4812adfef831"

Here some other information about my environment.

$ cat /etc/lsb-release
DISTRIB_ID=Ubuntu
DISTRIB_RELEASE=22.04
DISTRIB_CODENAME=jammy
DISTRIB_DESCRIPTION="Ubuntu 22.04.1 LTS"

$ python3 --version
Python 3.10.6

$ pip --version
pip 22.0.2 from /usr/lib/python3/dist-packages/pip (python 3.10)

$ pipx --version
1.1.0

$ pdm --version
PDM, version 2.3.2

$ poetry --version
Poetry (version 1.3.1)

7 replies

KerberosMorphy Dec 16, 2022

7 min cold for only 1 dependency when pdm lock? It's considered normal?

Here all the dependencies of our problematic project:

dependencies = [
    "argon2-cffi==19.2.0",
    "backoff==1.11.1",
    "celery==5.2.7",
    "Django==3.2.16",
    "django-oauth-toolkit==1.7.0",
    "django-celery-beat==2.3.0",
    "django-cors-headers==3.13.0",
    "django-debug-toolbar==3.5.0",
    "django-environ==0.9.0",
    "django-tinymce==3.4.0",
    "django-redis==5.2.0",
    "djangorestframework==3.13.1",
    "djangorestframework-dataclasses==1.1.1",
    "dvc[S3]==2.10.2",
    "factory-boy==3.2.1",
    "flower==1.2.0",
    "gunicorn==20.1.0",
    "httpx==0.22.0",
    "httpx-auth==0.14.1",
    "hypothesis==6.36.1",
    "ipykernel==5.3.0",
    "ipython==7.14.0",
    "ipywidgets==7.4.2",
    "jupytext==1.13.6",
    "markdownify==0.10.3",
    "mozilla-django-oidc==2.0.0",
    "nbconvert==6.5.0",
    "nbformat==5.1.3",
    "notebook==6.4.8",
    "psutil==5.9.0",
    "psycopg2-binary==2.9.3",
    "pycodestyle==2.8.0",
    "pydantic==1.10.2",
    "pylint==2.12.2",
    "python-levenshtein==0.12.2",
    "PyYAML==6.0",
    "radon==5.1.0",
    "requests==2.27.1",
    "sentry-sdk==0.19.1",
]

Here the time pdm vs poetry for 3 run with these dependencies:

pawamoy Dec 16, 2022
Maintainer Sponsor

That's not just one dependency. There's a whole tree of dependencies, even just with dvc[s3]. That doesn't explain why PDM is much slower than Poetry :)

KerberosMorphy Dec 16, 2022

I was trying to isolate the problematic package, dvc[s3] seems to be the biggest problem but it may not be the only one.

KerberosMorphy Dec 16, 2022

Here another of our project doing the same tests, the time is more acceptable but still a big difference with poetry:

Dependencies:

dependencies = [
    "Django~=3.2",
    "celery~=5.2",
    "redis~=3.5",
    "django-environ~=0.8.1",
    "djangorestframework~=3.12",
    "django-celery-beat==2.2.1",
    "django-cors-headers~=3.10",
    "psycopg2~=2.9",
    "gunicorn~=20.1",
    "whitenoise~=5.3",
    "django-filter~=21.1",
    "django-fsm~=2.8",
    "cx_Oracle~=8.3",
    "drf-spectacular~=0.20",
    "drf-nested-routers~=0.93",
    "django-crispy-forms~=1.13",
    "flower~=1.0",
    "rules~=3.0",
    "djangorestframework-camel-case~=1.2",
    "uvicorn[standard]~=0.15",
    "sentry-sdk==1.5.1",
    "weasyprint==54.0",
    "django-test-migrations>=1.2.0",
    "django-fsm-log>=3.0.0",
    "django-rosetta>=0.9.8",
    "httpx>=0.23.0",
    "httpx-auth>=0.15.0",
    "django-redis>=5.2.0",
]

And still way fast if I use Windows instead of WSL or Docker with python:3.9-slim.

KerberosMorphy Jan 16, 2023

UPDATE: Since 2.4.0, our tests have gone from 482 seconds to 75 seconds. Huge improvement! Great Job!

tpuk0 · 2023-01-13T11:01:31Z

tpuk0
Jan 13, 2023

First of all thanks a lot for your support and the great PDM, I am really enjoying it.
However, sometimes I experience problems in installing packages. Creating the. lock file takes a long time when I run for example a simple
pdm add tensorflow transformers torch. However, it is a matter of seconds with pipenv.

Any ideas why it is so and/or what I could possibly do to speed it up?

2 replies

apollo13 Jan 13, 2023
Author

Are you on 2.4.0? 3419aa2 was recently merged and did speed it up for me quite a bit. See details in #1609 for debugging "slow" runs.

tpuk0 Jan 16, 2023

Yes, I am. Didn't help much :( It works great though for less "exotic" things :)

lestephane · 2023-05-08T06:20:40Z

lestephane
May 8, 2023

I'm on 2.5.2 and can't even go past pdm install, it scans a version range for a transitive dependency of google-cloud-vision I think.

I used google-cloud-vision==2.8.0 in the dependencies section, so I don't understand what there is to scan here.

Resolving: new pin google-api-python-client 2.85.0
...
Resolving: new pin google-api-python-client 2.75.0
...
Resolving: new pin google-api-python-client 2.28.0
...
(Ctrl-C here)

EDIT1: I ran pdm install command with -v to get more insight, and it looks like pdm is working hard to please every version range. I will let it run for however long is needed, but it might be that it cannot ever complete.

pdm.termui: ======== Starting round 115 ========
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.54.0)
pdm.termui: Candidate rejected: grpcio-status@1.54.0 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.54.0)
pdm.termui: Candidate rejected: grpcio-status@1.54.0 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.53.0)
pdm.termui: Candidate rejected: grpcio-status@1.53.0 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.53.0)
pdm.termui: Candidate rejected: grpcio-status@1.53.0 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.51.3)
pdm.termui: Candidate rejected: grpcio-status@1.51.3 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.51.3)
pdm.termui: Candidate rejected: grpcio-status@1.51.3 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.51.1)
pdm.termui: Candidate rejected: grpcio-status@1.51.1 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.51.1)
pdm.termui: Candidate rejected: grpcio-status@1.51.1 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.50.0)
pdm.termui: Candidate rejected: grpcio-status@1.50.0 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.6(from grpcio-status 1.50.0)
pdm.termui: Candidate rejected: grpcio-status@1.50.0 because it introduces a new requirement protobuf>=4.21.6 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.3(from grpcio-status 1.49.1)
pdm.termui: Candidate rejected: grpcio-status@1.49.1 because it introduces a new requirement protobuf>=4.21.3 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui:   Adding requirement protobuf>=4.21.3(from grpcio-status 1.49.1)
pdm.termui: Candidate rejected: grpcio-status@1.49.1 because it introduces a new requirement protobuf>=4.21.3 that conflicts with other requirements:
    protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)  
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)  
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
pdm.termui: Conflicts detected: 
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.54.0)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.54.0)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.53.0)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.53.0)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.51.3)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.51.3)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.51.1)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.51.1)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.50.0)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.6 (from grpcio-status@1.50.0)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.3 (from grpcio-status@1.49.1)
  protobuf<4.0.0dev,>=3.19.0 (from google-cloud-vision@2.8.0)
  protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5 (from google-api-core@2.11.0)
  protobuf<5.0.0dev,>=3.19.0 (from proto-plus@1.22.2)
  protobuf>=4.21.3 (from grpcio-status@1.49.1)
pdm.termui: ======== Ending round 115 ========

EDIT2: The smallest reproduction is beancount==2.3.5, google-cloud-vision<2.0.0. I stopped waiting, and don't think it will complete in any reasonable amount of time. At least with the current algorithm. Maybe there is a smarter way to reach a steady (even if failed) state .

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Debugging slow pdm lock runs #1128

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Debugging slow pdm lock runs #1128

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