from typing import Dict, Any, Optional, List


def sentiment_analysis_reports(
    texts: List[str],
    language: str = "en",
    model_type: str = "transformer",
    aggregate: bool = True
) -> Dict[str, Any]:
    """
    Sentiment analysis of field reports — placeholder intent

    Parameters
    ----------
    texts : list[str]
    language : str
        Language code (e.g., 'en','fa','ps','ar','fr').
    model_type : str
        e.g., 'transformer', 'logreg'.
    aggregate : bool
        Whether to return aggregate sentiment summary.
    """
    return {
        "type": "doc_sentiment_analysis",
        "language": language,
        "inputs": len(texts),
        "options": {"model_type": model_type, "aggregate": aggregate},
        "preview": {"will_score_sentiment": True}
    }
