Cannot import user scripts outside the working directory if user_script is relative to config file

[tezheng]

Describe the bug
Cannot import user scripts outside the working directory if user_script/script_dir is relative to config file.

To Reproduce

• Put workflow.json and user_script.py under D:/project/
• cd D:/, then olive run --config ./project/workflow.json

Olive config

  "data_configs": [
    {
      "name": "quant_data_config",
      "user_script": "imagenet.py",
      "dataloader_config": {
        "type": "mobilenet_calibration_reader",
        "data_dir": "data/imagenet_subset/train",
        "batch_size": 1
      }
    }
  ]

Olive logs

pydantic.v1.error_wrappers.ValidationError: 6 validation errors for RunConfig
data_configs -> __root__
  D:\NPU\NPU-Examples\imagenet.py doesn't exist (type=value_error)
evaluators -> common_evaluator
  metric_data_config not found in {} (type=value_error)
engine
  Invalid evaluators (type=value_error)
passes -> conversion
  Invalid engine (type=value_error)
passes -> qnn_preprocess
  Invalid engine (type=value_error)
passes -> quantization
  Invalid engine (type=value_error)

Other information

• OS: Any
• Olive version: 0.7.1.1
• ONNXRuntime package and version: onnxruntime-qnn==1.20.0
• Transformers package version: 4.47.1

Additional context
Specifying script_dir does not help as well (which will be insert into sys.path) as existence checking of script_dir is done with Path.resolve

[jambayk]

Hi, thanks for opening this issue.

As mentioned in the linked PR, the path to user_script is relative to where the olive command is called from. This also applies to any path that is provided in the config such as data_dir. In order to make this work, the config needs to be updated to have "user_script": "project/imagenet.py"