regraded01 commited on
Commit
d628c92
·
1 Parent(s): 9f5f200

refactor: extract key-value pairs from a yml using a function

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Files changed (1) hide show
  1. src/utils.py +24 -0
src/utils.py ADDED
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+ import yaml
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+
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+ # Load in model configuration and check the required keys are present
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+ model_config_dir = "config/model_config.yml"
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+ config_keys = ["system_message", "model_id", "template"]
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+
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+ def load_config_values(
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+ model_config_dir=model_config_dir,
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+ config_keys=config_keys
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+ ):
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+ """
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+ Function to extract user-input keys from config.yml
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+ Returns `system_message`, `model_id`, `template`.
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+ TO DO: fix how the function returns values so can be flexible (based on the order of the input `config_keys` list)
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+
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+ """
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+ with open(model_config_dir, "r") as file:
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+ model_config = yaml.safe_load(file)
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+
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+ for var in model_config.keys():
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+ if var not in config_keys:
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+ raise ValueError(f"`{var}` key missing from `{model_config_dir}`")
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+
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+ return model_config["system_message"], model_config["model_id"], model_config["template"]