from clearml import Task

class ClearMLHelper:
    def __init__(self, project_name: str):
        self.project_name = project_name

    def get_task(self, task_name: str = "Model Training"):
        Task.add_requirements("../../requirements.txt")
        Task.ignore_requirements("torch")
        Task.ignore_requirements("torchvision")
        Task.ignore_requirements("tensorboard")
        task = Task.init(project_name=self.project_name, task_name=task_name, continue_last_task=False)
        task.set_base_docker(f"docker.io/clearml/pytorch-cuda-gcc:2.0.0-cuda11.7-cudnn8-runtime --env GIT_SSL_NO_VERIFY=true --env CLEARML_AGENT_GIT_USER=VictorMylle --env CLEARML_AGENT_GIT_PASS=Voetballer1" )
        return task