operators:
- id: load_hf_python
  config:
    type: hf_source
    dataset: prithivMLmods/Coder-Stat
    split: train
    trust_remote_code: True
- id: sample_dataset
  config:
    type: function
    function: data_strategies.commons.uniform_sample_limited
    function_config:
      num_samples: 125  # 1.25% of 10000 target from stage 1
  input_ids:
    - load_hf_python
- id: generate_instructions
  config:
    type: completions
    map: chat
    map_config:
      system_message: "You are a helpful assistant."
      user_message: |
        You are to generate a question or task for a language model based on the following error and code pairs. 

        Error Type: {{original_status}}
        Code: {{original_src}}
        
        Include only the new question and task. Do not include anything like "Here is the instruction". Include
        the code in your question and make the task sound like what a human would ask a language model. 
      output_column: instruction_seed
    model: gpt-4o-mini
    temperature: 1.0
  input_ids:
    - sample_dataset
- id: add_constant_column
  config:
    type: function
    function: data_strategies.commons.add_constant_columns
    function_config:
      response_seed: ""
  input_ids:
  - generate_instructions
- id: rename_task_column
  config:
    type: function
    function: data_strategies.commons.keep_only_columns
    function_config:
      columns_to_keep:
      - response_seed
      - instruction_seed
  input_ids:
  - add_constant_column