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Answered
Hi Everyone, I Am New To Clearml And Am Trying To Use Clearml Agent With A Docker Image For Run A Pipeline Remotely. My Agent Is Running And It Is Able To Pick Up The Tasks From The Queue. It Starts Running The Task Inside Docker. However, It Exits The T

Hi Everyone,
I am new to clearml and am trying to use clearml agent with a docker image for run a pipeline remotely.

My agent is running and it is able to pick up the tasks from the queue. It starts running the task inside docker.
However, it exits the task with an error while installing the packages additional packages.
The error log is as follows and it says /opt/conda/bin/python3.11: No module named clearml_agent

Could anyone guide me what I might be missing here.
Thanks in advance!

ERROR: Exception:
Traceback (most recent call last):
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/base_command.py", line 167, in exc_logging_wrapper
    status = run_func(*args)
             ^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/req_command.py", line 247, in wrapper
    return func(self, options, args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/commands/install.py", line 315, in run
    session = self.get_default_session(options)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/req_command.py", line 98, in get_default_session
    self._session = self.enter_context(self._build_session(options))
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/req_command.py", line 125, in _build_session
    session = PipSession(
              ^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/network/session.py", line 343, in __init__
    self.headers["User-Agent"] = user_agent()
                                 ^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/network/session.py", line 175, in user_agent
    setuptools_dist = get_default_environment().get_distribution("setuptools")
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 180, in get_distribution
    return next(matches, None)
           ^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 175, in <genexpr>
    matches = (
              ^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/base.py", line 594, in iter_all_distributions
    for dist in self._iter_distributions():
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 167, in _iter_distributions
    yield from finder.find(location)
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 71, in find
    for dist, info_location in self._find_impl(location):
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 59, in _find_impl
    normalized_name = canonicalize_name(get_dist_name(dist))
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_vendor/packaging/utils.py", line 34, in canonicalize_name
    value = _canonicalize_regex.sub("-", name).lower()
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: expected string or bytes-like object, got 'NoneType'
Traceback (most recent call last):
  File "<frozen runpy>", line 198, in _run_module_as_main
  File "<frozen runpy>", line 88, in _run_code
  File "/opt/conda/lib/python3.11/site-packages/pip/__main__.py", line 31, in <module>
    sys.exit(_main())
             ^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/main.py", line 70, in main
    return command.main(cmd_args)
           ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/base_command.py", line 101, in main
    return self._main(args)
           ^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/base_command.py", line 223, in _main
    self.handle_pip_version_check(options)
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/req_command.py", line 179, in handle_pip_version_check
    session = self._build_session(
              ^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/cli/req_command.py", line 125, in _build_session
    session = PipSession(
              ^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/network/session.py", line 343, in __init__
    self.headers["User-Agent"] = user_agent()
                                 ^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/network/session.py", line 175, in user_agent
    setuptools_dist = get_default_environment().get_distribution("setuptools")
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 180, in get_distribution
    return next(matches, None)
           ^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 175, in <genexpr>
    matches = (
              ^
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/base.py", line 594, in iter_all_distributions
    for dist in self._iter_distributions():
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 167, in _iter_distributions
    yield from finder.find(location)
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 71, in find
    for dist, info_location in self._find_impl(location):
  File "/opt/conda/lib/python3.11/site-packages/pip/_internal/metadata/importlib/_envs.py", line 59, in _find_impl
    normalized_name = canonicalize_name(get_dist_name(dist))
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/conda/lib/python3.11/site-packages/pip/_vendor/packaging/utils.py", line 34, in canonicalize_name
    value = _canonicalize_regex.sub("-", name).lower()
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: expected string or bytes-like object, got 'NoneType'
/opt/conda/bin/python3.11: No module named clearml_agent
  
  
Posted 3 months ago
Votes Newest

Answers 5


The steps I took

  • I created the docker image of the repository where the pipeline is written and uploaded it to the azure container registry.2. Running a clearML agent on a machine which reads from the queue where tasks are being added to.
  1. Start the task

After that the clearML agent picked it up, created a venv using docker images and tried to install the packages included in that docker image. And where it is failing based on my understanding.

The part I'm wondering about is, why is it looking for clearml_agent package to install?

  
  
Posted 3 months ago

What actions did you take exactly to get to this state?

  
  
Posted 3 months ago

Hi John, here's the full log

  
  
Posted 3 months ago

Hi @<1731483438642368512:profile|LoosePigeon2> , the clearml_agent package is required on order to manage the execution inside the docker container

  
  
Posted 3 months ago

Hi @<1731483438642368512:profile|LoosePigeon2> , can you add the full log of the run please?

  
  
Posted 3 months ago
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5 Answers
3 months ago
3 months ago
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