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19 changes: 11 additions & 8 deletions src/data_designer/engine/column_generators/generators/base.py
Original file line number Diff line number Diff line change
@@ -1,23 +1,27 @@
# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0

from __future__ import annotations

import functools
import logging
from abc import ABC, abstractmethod
from typing import overload
from enum import Enum
from typing import TYPE_CHECKING, overload

import pandas as pd

from data_designer.config.column_types import COLUMN_TYPE_EMOJI_MAP
from data_designer.config.models import BaseInferenceParams, ModelConfig
from data_designer.config.utils.type_helpers import StrEnum
from data_designer.engine.configurable_task import ConfigurableTask, ConfigurableTaskMetadata, DataT, TaskConfigT
from data_designer.engine.models.facade import ModelFacade

if TYPE_CHECKING:
from data_designer.config.models import BaseInferenceParams, ModelConfig
from data_designer.engine.models.facade import ModelFacade


logger = logging.getLogger(__name__)


class GenerationStrategy(StrEnum):
class GenerationStrategy(str, Enum):
CELL_BY_CELL = "cell_by_cell"
FULL_COLUMN = "full_column"

Expand Down Expand Up @@ -82,8 +86,7 @@ def inference_parameters(self) -> BaseInferenceParams:
return self.model_config.inference_parameters

def log_pre_generation(self) -> None:
emoji = COLUMN_TYPE_EMOJI_MAP[self.config.column_type]
logger.info(f"{emoji} Preparing {self.config.column_type} column generation")
logger.info(f"Preparing {self.config.column_type} column generation")
logger.info(f" |-- column name: {self.config.name!r}")
logger.info(f" |-- model config:\n{self.model_config.model_dump_json(indent=4)}")
if self.model_config.provider is None:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -102,7 +102,7 @@ def test_log_pre_generation(mock_logger):
generator.log_pre_generation()

assert mock_logger.info.call_count == 3
mock_logger.info.assert_any_call("📝 Preparing llm-text column generation")
mock_logger.info.assert_any_call("Preparing llm-text column generation")
mock_logger.info.assert_any_call(" |-- column name: 'test_column'")
mock_logger.info.assert_any_call(' |-- model config:\n{"test": "config"}')

Expand Down