Azure / Azure/MachineLearningNotebooks
Dependency problems (docker/pywin32 and ruamel.yaml)
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Descrição
Hello everyone! I'm having problems with Azure packages because apparently, they have some broken dependencies. I'm reporting the following problems:
* `docker`: Required by `azureml-core`, `docker` is pinned to a version lower than `6.0.0` . However, older versions of this library pin `pywin32 227`, and any version of `pywin32` below `300` breaks `default_azure_credential` when using it in `Windows`. This would automatically break `Azure CLI Login` (in my case this is happening). Also, version `6.0.0` fixes `pywin32` I think azure should just update it to `6.0.0` in order to fix the problem
* `ruamel.yaml`: The package `azureml-pipeline-core` depends on `ruamel.yaml` pinned on a version below `16`. This lib requires to compile some binaries in `C` while installing, and any version below `16` uses an installation method not supported by `pip` versions over `20.1`. To solve this, I had to downgrade `pip`, or install it using `poetry`, which is a package manager able to fix this bug
Considering all `AzureML SDK` packages were developed using modular packages, I really recommend using `Poetry` to manage dependencies, and `dependabot` (or something similar) to update automatically update deps. it would reduce installation time, and would prevent future conflicts.
I think `Azure` should fix these problems before fully migrating to `SDK v2` since there are some features still in beta.
Related links:
- [ruamel#1](https://stackoverflow.com/questions/49868091/python-error-when-installing-ruamel-yaml-package-with-pip)
- [ruamel#2](https://stackoverflow.com/questions/70136750/cant-install-azure-packages-with-pip-ruamel-yaml-error)
- [ruamel#3](https://stackoverflow.com/questions/71967150/problem-installing-azure-pipeline-due-to-ruamel-yaml)
Guia de contribuição
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Direção de pesquisa
Nenhum arquivo-alvo ou teste é especificado. Comece localizando as declarações de dependências de azureml-core e azureml-pipeline-core e, em seguida, reproduza a instalação no Windows com um pip atual; considera-se concluído quando os conflitos relatados de pywin32 e ruamel.yaml não bloquearem mais os fluxos de trabalho do Azure ML indicados.
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Avaliação
- Stack de tecnologia
- azure, docker, python
- Domínio
- devops, machine-learning
- Tipo de issue
- Bug
- Dificuldade
- 4/5
- Tempo estimado
- 3-5 dias
- Status de atividade
- Estagnada
- Clareza
- Razoavelmente clara
- Facilidade para iniciantes
- 25/100