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Installation Loop using pip and --use-feature=2020-resolver #544

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Andreluizfc opened this issue Oct 27, 2020 · 4 comments
Open

Installation Loop using pip and --use-feature=2020-resolver #544

Andreluizfc opened this issue Oct 27, 2020 · 4 comments
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@Andreluizfc
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Andreluizfc commented Oct 27, 2020 •
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What steps did you take and what happened:

When I try to install kubeflow-fairing fia pip install kubeflow-fairing --use-feature=2020-resolver, the installation process keep running and never stops. I created a python virtual environment with the following specs:

-Python 3.6.9
-Pip version 20.2.4

What did you expect to happen:

The installation process to finish.

Anything else you would like to add:

The installation stop at the last step of this log and never continued.

Collecting kubeflow-fairing
  Using cached kubeflow_fairing-1.0.2-py3-none-any.whl (162 kB)
Requirement already satisfied: setuptools>=34.0.0 in /home/user/User/venvs/teste1/lib/python3.6/site-packages (from kubeflow-fairing) (39.0.1)
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Processing /home/user/.cache/pip/wheels/63/3f/79/455cae803f116677708f6696114d01f0cf7994c4fa9d33e382/ibm_cos_sdk-2.7.0-py2.py3-none-any.whl
Collecting kubeflow-pytorchjob>=0.1.1
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Requirement already satisfied: setuptools>=34.0.0 in /home/user/User/venvs/teste1/lib/python3.6/site-packages (from kubeflow-fairing) (39.0.1)
Collecting grpcio>=1.27.2
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Collecting six>=1.11.0
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Collecting kubeflow-tfjob>=0.1.1
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Requirement already satisfied: setuptools>=34.0.0 in /home/user/User/venvs/teste1/lib/python3.6/site-packages (from kubeflow-fairing) (39.0.1)
Collecting google-auth>=1.6.2
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Processing /home/user/.cache/pip/wheels/ac/cb/8a/b27bf6323e2f4c462dcbf77d70b7c5e7868a7fbe12871770cf/retrying-1.3.3-py3-none-any.whl
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Processing /home/user/.cache/pip/wheels/6e/9c/ed/4499c9865ac1002697793e0ae05ba6be33553d098f3347fb94/future-0.18.2-py3-none-any.whl
Processing /home/user/.cache/pip/wheels/0e/3e/6a/0a4ebf982affa286017338090b2bf451e3e48628a6db97adef/boto3-1.16.5-py2.py3-none-any.whl
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Processing /home/user/.cache/pip/wheels/c9/f5/8d/90407160ad1564be7e40d2f4ccb8475fc17a9fbdcf145075f5/ibm_cos_sdk_core-2.7.0-py2.py3-none-any.whl
Processing /home/user/.cache/pip/wheels/bf/fb/b7/ae4b7c14ac4d83ef116794b183e25964591f56057a901aca39/ibm_cos_sdk_s3transfer-2.7.0-py2.py3-none-any.whl
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Collecting s3transfer<0.4.0,>=0.3.0
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Environment:

  • Fairing version: (use python -c "import kubeflow.fairing; print(kubeflow.fairing.__version__)"):
1.0.0, 1.0.1 or 1.0.2
  • Kubeflow version: (version number can be found at the bottom left corner of the Kubeflow dashboard):
Not Installed.
  • Minikube version:
Not Installed.
  • Kubernetes version: (use kubectl version):
Client Version: version.Info{Major:"1", Minor:"19", GitVersion:"v1.19.3", GitCommit:"1e11e4a2108024935ecfcb2912226cedeafd99df", GitTreeState:"clean", BuildDate:"2020-10-14T12:50:19Z", GoVersion:"go1.15.2", Compiler:"gc", Platform:"linux/amd64"}
Server Version: version.Info{Major:"1", Minor:"16+", GitVersion:"v1.16.13-gke.401", GitCommit:"eb94c181eea5290e9da1238db02cfef263542f5f", GitTreeState:"clean", BuildDate:"2020-09-09T00:57:35Z", GoVersion:"go1.13.9b4", Compiler:"gc", Platform:"linux/amd64"}
  • OS (e.g. from /etc/os-release):
Ubuntu 18.04 amd64

NOTE: If you are using fair from master, please provide us the git commit hash.
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INFO: pip is looking at multiple versions of cryptography to determine which version is compatible with other requirements. This could take a while.
Collecting cryptography
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Collecting cffi>=1.12
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INFO: pip is looking at multiple versions of cffi to determine which version is compatible with other requirements. This could take a while.
Collecting cffi>=1.12
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INFO: pip is looking at multiple versions of cffi to determine which version is compatible with other requirements. This could take a while.
INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduceruntime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
Collecting setuptools-rust>=0.11.4
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INFO: pip is looking at multiple versions of cryptography to determine which version is compatible with other requirements. This could take a while.
Collecting cffi!=1.11.3,>=1.8
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INFO: This is taking longer than usual. You might need to provide the dependency resolver with stricter constraints to reduceruntime. If you want to abort this run, you can press Ctrl + C to do so. To improve how pip performs, tell us what happened here: https://pip.pypa.io/surveys/backtracking
Requirement already satisfied: asn1crypto>=0.21.0 in /usr/lib/python3/dist-packages (from cryptography->azure-storage-common~=2.1->azure-storage-file>=2.1.0->kubeflow-fairing==1.0.2) (0.24.0)
INFO: pip is looking at multiple versions of asn1crypto to determine which version is compatible with other requirements. This could take a while.
Collecting asn1crypto>=0.21.0
Downloading asn1crypto-1.4.0-py2.py3-none-any.whl (104 kB)
|████████████████████████████████| 104 kB 31.3 MB/s
Downloading asn1crypto-1.3.0-py2.py3-none-any.whl (103 kB)
|████████████████████████████████| 103 kB 23.9 MB/s
Downloading asn1crypto-1.2.0-py2.py3-none-any.whl (103 kB)
|████████████████████████████████| 103 kB 33.2 MB/s
Downloading asn1crypto-1.1.0-py2.py3-none-any.whl (103 kB)
|████████████████████████████████| 103 kB 47.0 MB/s
Downloading asn1crypto-1.0.1-py2.py3-none-any.whl (103 kB)
|████████████████████████████████| 103 kB 48.8 MB/s
Downloading asn1crypto-1.0.0-py2.py3-none-any.whl (103 kB)
|████████████████████████████████| 103 kB 35.8 MB/s
Downloading asn1crypto-0.23.0-py2.py3-none-any.whl (99 kB)
|████████████████████████████████| 99 kB 1.4 MB/s
Downloading asn1crypto-0.22.0-py2.py3-none-any.whl (97 kB)
|████████████████████████████████| 97 kB 1.3 MB/s
Downloading asn1crypto-0.21.1-py2.py3-none-any.whl (96 kB)
|████████████████████████████████| 96 kB 653 kB/s
Downloading asn1crypto-0.21.0-py2.py3-none-any.whl (95 kB)
|████████████████████████████████| 95 kB 468 kB/s

Same issue occurring the requirements.txt needs to be more specific in required versions.

@jdonnelly-apixio
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This seems like it takes a huge amount of time to install for me as well. This installs, but no idea if it works.

# pip --version 
pip 22.0.4 from /root/.pyenv/versions/3.8.13/envs/kubeflow-fairing-install/lib/python3.8/site-packages/pip (python 3.8)

# pip install .

requirements.txt:

#python-dateutil>=2.1,<=2.8.0
#numpy>=1.17.3
numpy==1.22.2
#kfserve==0.7.0
#kfserving>=0.3.0.2
kfserving==0.6.1
docker>=3.4.1
notebook>=5.6.0
#kubernetes==10.0.1
kubernetes==12.0.0
future>=0.17.1
six>=1.11.0
#google-cloud-storage>=1.13.2
google_cloud_storage==2.1.0
#google-cloud-logging>=1.13.0
#requests>=2.21.0,<2.23
requests==2.22.0
setuptools>=34.0.0
google-auth>=1.6.2
httplib2>=0.12.0
oauth2client>=4.0.0
tornado>=6.0.1
#google-api-python-client>=1.7.8
#cloudpickle>=0.8,<=1.4.1
cloudpickle==1.4.0
urllib3==1.25.4
boto3==1.22.4
botocore==1.25.10
#azure-storage-file>=2.1.0
#azure-mgmt-storage>=9.0.0
retrying>=1.3.3
#kubeflow-tfjob>=0.1.1
kubeflow_tfjob==0.1.2
kubeflow-pytorchjob>=0.1.1
ibm-cos-sdk==2.10.0
#grpcio>=1.27.2
nbconvert==6.4.5

pyrsistent==0.18.0
PyYAML==5.4.1
python_dateutil==2.8.2
pyzmq==22.3
pyparsing==2.4.6
#pyparsing<3,>=2.0.2
jupyter_client==7.3.0
Pygments==2.11.2
PyJWT==2.2.0
protobuf==3.20.0
pyasn1==0.4.8
pyasn1_modules==0.2.8
notebook==6.4.10
importlib_resources==5.7.0
pandocfilters==1.4.3
oauth2client==4.1.2
attrs==21.3.0
jsonschema==4.5.0
nbformat==5.3.0
nbclient==0.5.12
mistune==0.8.3
Jinja2==3.1.1
entrypoints==0.3
minio==6.0.2
googleapis_common_protos==1.55.0
google_crc32c==1.2.0
MarkupSafe==2.1.0
google_api_core==2.7.2
packaging==21.2
google_resumable_media==2.3.1
google_cloud_core==2.2.3
cffi==1.14.5
cryptography==37.0.1
azure_common==1.1.27
azure_storage_blob==2.0.1
jmespath==0.9.5
httplib2==0.20.2
grpcio==1.43.0
adal==1.2.6
cachetools==5.0.0
google_auth==2.6.6
future==0.18.1
docker==5.0.2
certifi==2021.10.8
ray[serve]==1.11.1
redis==4.3.0
py_spy==0.3.10
psutil==5.8.0
prometheus_client==0.13.0
multidict==6.0.1
msgpack==1.0.2
h11==0.12.0
blessed==1.19.0
deprecation==2.0.7
Deprecated==1.2.12
click==8.1.2
charset_normalizer==2.0.12
avro==1.10.2
asgiref==3.5.0
aiosignal==1.1.2
aioredis==1.3.0
aiohttp==3.8.0

The whole pip freeze:
pip_freeze.txt

@jdonnelly-apixio
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It does not work..

----> 1 from kubeflow import fairing

File ~/workspace/repos/kubeflow-fairing/kubeflow/fairing/__init__.py:2, in <module>
      1 import os
----> 2 from kubeflow.fairing.ml_tasks.tasks import TrainJob, PredictionEndpoint
      4 if os.getenv('FAIRING_RUNTIME', None) is not None:
      5     from kubeflow.fairing.runtime_config import config

File ~/workspace/repos/kubeflow-fairing/kubeflow/fairing/ml_tasks/tasks.py:4, in <module>
      2 import json
      3 import numpy as np
----> 4 from kubeflow.fairing.backends import KubernetesBackend
      5 from kubeflow.fairing.ml_tasks.utils import guess_preprocessor
      7 import requests

File ~/workspace/repos/kubeflow-fairing/kubeflow/fairing/backends/__init__.py:1, in <module>
----> 1 from kubeflow.fairing.backends.backends import *

File ~/workspace/repos/kubeflow-fairing/kubeflow/fairing/backends/backends.py:8, in <module>
      6 from kubeflow.fairing import utils
      7 from kubeflow.fairing.builders.docker.docker import DockerBuilder
----> 8 from kubeflow.fairing.builders.cluster import gcs_context
      9 from kubeflow.fairing.builders.cluster.cluster import ClusterBuilder
     10 from kubeflow.fairing.builders.cluster import s3_context

File ~/workspace/repos/kubeflow-fairing/kubeflow/fairing/builders/cluster/gcs_context.py:6, in <module>
      4 from kubeflow.fairing import utils
      5 from kubeflow.fairing.constants import constants
----> 6 from kubeflow.fairing.kubernetes.manager import client, KubeManager
      7 from kubeflow.fairing.builders.cluster.context_source import ContextSourceInterface
      9 class GCSContextSource(ContextSourceInterface):

File ~/workspace/repos/kubeflow-fairing/kubeflow/fairing/kubernetes/manager.py:6, in <module>
      3 import yaml
      5 from kubernetes import client, config, watch
----> 6 from kfserving import KFServingClient
      8 from kubeflow.tfjob import TFJobClient
      9 from kubeflow.pytorchjob import PyTorchJobClient

File ~/.pyenv/versions/3.8.13/envs/kubeflow-fairing-install/lib/python3.8/site-packages/kfserving/__init__.py:16, in <module>
      1 # Copyright 2020 kubeflow.org.
      2 #
      3 # Licensed under the Apache License, Version 2.0 (the "License");
   (...)
     12 # See the License for the specific language governing permissions and
     13 # limitations under the License.
     14 from __future__ import absolute_import
---> 16 from kfserving.kfmodel import KFModel
     17 from kfserving.kfserver import KFServer
     18 from kfserving.storage import Storage

File ~/.pyenv/versions/3.8.13/envs/kubeflow-fairing-install/lib/python3.8/site-packages/kfserving/kfmodel.py:24, in <module>
     22 from http import HTTPStatus
     23 from enum import Enum
---> 24 from ray.serve.utils import ServeRequest
     26 PREDICTOR_URL_FORMAT = "http://{0}/v1/models/{1}:predict"
     27 EXPLAINER_URL_FORMAT = "http://{0}/v1/models/{1}:explain"

ImportError: cannot import name 'ServeRequest' from 'ray.serve.utils' (/root/.pyenv/versions/3.8.13/envs/kubeflow-fairing-install/lib/python3.8/site-packages/ray/serve/utils.py)

This project seems pretty neat, but it seems to be in an uninstallable state.

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@Andreluizfc @ramakrishnamamidi @jdonnelly-apixio