I can't setup EasyRec. I have looked online for any possible solutions for my problems, but I am stuck. I would prefer to be able to run the docker image, but it's ok if it's only anaconda works. Please help me.
I tried to use the anaconda enviornment first, and I got an error with python not being above 3.9 for scikit-learn:
Searching for scikit-learn
Reading http://mirrors.aliyun.com/pypi/simple/scikit-learn/
Downloading http://mirrors.aliyun.com/pypi/packages/ef/e5/c09d20723bfd91315f6f4ddc77912b0dcc09588b4ca7ad2ffa204607ad7f/scikit-learn-1.4.2.tar.gz#sha256=daa1c471d95bad080c6e44b4946c9390a4842adc3082572c20e4f8884e39e959
Best match: scikit-learn 1.4.2
Processing scikit-learn-1.4.2.tar.gz
Writing /tmp/easy_install-byrarosl/scikit-learn-1.4.2/setup.cfg
Running scikit-learn-1.4.2/setup.py -q bdist_egg --dist-dir /tmp/easy_install-byrarosl/scikit-learn-1.4.2/egg-dist-tmp-s6nzhn75
Partial import of sklearn during the build process.
Traceback (most recent call last):
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 156, in save_modules
yield saved
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 198, in setup_context
yield
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 259, in run_setup
_execfile(setup_script, ns)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 46, in _execfile
exec(code, globals, locals)
File "/tmp/easy_install-byrarosl/scikit-learn-1.4.2/setup.py", line 639, in <module>
File "/tmp/easy_install-byrarosl/scikit-learn-1.4.2/setup.py", line 626, in setup_package
RuntimeError: Scikit-learn requires Python 3.9 or later. The current Python version is 3.6.8 installed in /home/pressprexx/anaconda3/envs/EasyRec/bin/python.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "setup.py", line 70, in <module>
'tests': parse_requirements('requirements/tests.txt'),
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/__init__.py", line 153, in setup
return distutils.core.setup(**attrs)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/distutils/core.py", line 148, in setup
dist.run_commands()
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/distutils/dist.py", line 955, in run_commands
self.run_command(cmd)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/distutils/dist.py", line 974, in run_command
cmd_obj.run()
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/install.py", line 67, in run
self.do_egg_install()
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/install.py", line 117, in do_egg_install
cmd.run(show_deprecation=False)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 408, in run
self.easy_install(spec, not self.no_deps)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 650, in easy_install
return self.install_item(None, spec, tmpdir, deps, True)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 697, in install_item
self.process_distribution(spec, dist, deps)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 745, in process_distribution
[requirement], self.local_index, self.easy_install
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/pkg_resources/__init__.py", line 768, in resolve
replace_conflicting=replace_conflicting
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/pkg_resources/__init__.py", line 1051, in best_match
return self.obtain(req, installer)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/pkg_resources/__init__.py", line 1063, in obtain
return installer(requirement)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 669, in easy_install
return self.install_item(spec, dist.location, tmpdir, deps)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 695, in install_item
dists = self.install_eggs(spec, download, tmpdir)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 890, in install_eggs
return self.build_and_install(setup_script, setup_base)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 1162, in build_and_install
self.run_setup(setup_script, setup_base, args)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/command/easy_install.py", line 1146, in run_setup
run_setup(setup_script, args)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 262, in run_setup
raise
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/contextlib.py", line 99, in __exit__
self.gen.throw(type, value, traceback)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 198, in setup_context
yield
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/contextlib.py", line 99, in __exit__
self.gen.throw(type, value, traceback)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 169, in save_modules
saved_exc.resume()
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 143, in resume
raise exc.with_traceback(self._tb)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 156, in save_modules
yield saved
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 198, in setup_context
yield
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 259, in run_setup
_execfile(setup_script, ns)
File "/home/pressprexx/anaconda3/envs/EasyRec/lib/python3.6/site-packages/setuptools/sandbox.py", line 46, in _execfile
exec(code, globals, locals)
File "/tmp/easy_install-byrarosl/scikit-learn-1.4.2/setup.py", line 639, in <module>
File "/tmp/easy_install-byrarosl/scikit-learn-1.4.2/setup.py", line 626, in setup_package
RuntimeError: Scikit-learn requires Python 3.9 or later. The current Python version is 3.6.8 installed in /home/pressprexx/anaconda3/envs/EasyRec/bin/python.
´´´
Trying python versions 3.9 and above all don't work since I get dependency issues, but I didn't except them to work anyway since the documentation asks for python 3.6.8
Then I tried docker and I got the following issues:
Method 1 - Pull uploaded image
(EasyRec) pressprexx@titan:~/Code/Niceday/EasyRec$ docker pull mybigpai-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py36-tf1.15-0.6.3
Error response from daemon: Get "https://mybigpai-registry.cn-beijing.cr.aliyuncs.com/v2/": context deadline exceeded
´´´
Method 2 - Build docker image
(EasyRec) pressprexx@titan:~/Code/Niceday/EasyRec$ bash scripts/build_docker.sh
EasyRec Version: 0.8.0
[sudo] password for pressprexx:
[+] Building 30.3s (2/2) FINISHED docker:default
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 2.17kB 0.0s
=> ERROR [internal] load metadata for datascience-registry.cn-beijing.cr.aliyuncs.com/tensorflow/tensorflow:1.15.5 30.3s
------
> [internal] load metadata for datascience-registry.cn-beijing.cr.aliyuncs.com/tensorflow/tensorflow:1.15.5:
------
Dockerfile:1
--------------------
1 | >>> FROM datascience-registry.cn-beijing.cr.aliyuncs.com/tensorflow/tensorflow:1.15.5
2 |
3 | COPY docker/sources_18.04.list /etc/apt/sources.list
--------------------
ERROR: failed to solve: DeadlineExceeded: DeadlineExceeded: DeadlineExceeded: datascience-registry.cn-beijing.cr.aliyuncs.com/tensorflow/tensorflow:1.15.5: failed to resolve source metadata for datascience-registry.cn-beijing.cr.aliyuncs.com/tensorflow/tensorflow:1.15.5: failed to do request: Head "https://datascience-registry.cn-beijing.cr.aliyuncs.com/v2/tensorflow/tensorflow/manifests/1.15.5": dial tcp 47.94.99.112:443: i/o timeout
´´´
I can't setup EasyRec. I have looked online for any possible solutions for my problems, but I am stuck. I would prefer to be able to run the docker image, but it's ok if it's only anaconda works. Please help me.
I tried to use the anaconda enviornment first, and I got an error with python not being above 3.9 for scikit-learn:
(EasyRec) pressprexx@titan:~/Code/Niceday/EasyRec$ docker pull mybigpai-registry.cn-beijing.cr.aliyuncs.com/easyrec/easyrec:py36-tf1.15-0.6.3 Error response from daemon: Get "https://mybigpai-registry.cn-beijing.cr.aliyuncs.com/v2/": context deadline exceeded ´´´
Method 2 - Build docker image