# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0

import base64
import io
import logging

from transformers import AutoProcessor, AutoTokenizer, PreTrainedTokenizerBase, ProcessorMixin

logger = logging.getLogger(__name__)


def load_tokenizer(name_or_path: str, **kwargs):
    return AutoTokenizer.from_pretrained(name_or_path, **kwargs)


def load_processor(name_or_path: str, **kwargs):
    try:
        proc = AutoProcessor.from_pretrained(name_or_path, **kwargs)
    except (OSError, ValueError) as e:
        logger.warning(f"Failed to load processor from {name_or_path}: {e}")
        proc = None

    # If HF returned a tokenizer, discard it.
    if isinstance(proc, PreTrainedTokenizerBase) or not isinstance(proc, ProcessorMixin):
        proc = None

    return proc


def encode_image_for_rollout_engine(image) -> str:
    """Load an image from path, ensure RGB, encode as PNG base64 string."""
    buffer = io.BytesIO()
    if image.mode != "RGB":
        image = image.convert("RGB")
    image.save(buffer, format="PNG")
    return base64.b64encode(buffer.getvalue()).decode("utf-8")