use candle::Tensor;
use std::sync::Once;

static INIT: Once = Once::new();
static mut RUNTIME_COMPUTE_CAP: usize = 0;
fn init_runtime_compute_cap() {
    unsafe {
        INIT.call_once(|| {
            use crate::compute_cap::get_runtime_compute_cap;
            RUNTIME_COMPUTE_CAP = get_runtime_compute_cap().unwrap();
        });
    }
}

pub fn get_runtime_compute_cap() -> usize {
    unsafe {
        init_runtime_compute_cap();
        RUNTIME_COMPUTE_CAP
    }
}

#[allow(clippy::too_many_arguments, unused)]
pub(crate) fn flash_attn_varlen(
    q: &Tensor,
    k: &Tensor,
    v: &Tensor,
    alibi_slopes: Option<&Tensor>,
    seqlens_q: &Tensor,
    seqlens_k: &Tensor,
    max_seqlen_q: usize,
    max_seqlen_k: usize,
    softmax_scale: f32,
    causal: bool,
    window_size_left: Option<usize>,
) -> Result<Tensor, candle::Error> {
    let runtime_compute_cap = get_runtime_compute_cap();

    if runtime_compute_cap == 75 {
        if alibi_slopes.is_some() {
            candle::bail!("Flash attention v1 does not support alibi");
        }
        if window_size_left.is_some() {
            candle::bail!("Flash attention v1 does not support attention windowing");
        }

        #[cfg(feature = "flash-attn-v1")]
        {
            use candle_flash_attn_v1::flash_attn_varlen;
            return flash_attn_varlen(
                q,
                k,
                v,
                seqlens_q,
                seqlens_k,
                max_seqlen_q,
                max_seqlen_k,
                softmax_scale,
                causal,
            );
        }
        // #[cfg(not(feature = "flash-attn-v1"))]
        candle::bail!("Flash attention v1 is not installed. Use `flash-attn-v1` feature.")
    } else if (80..90).contains(&runtime_compute_cap) || runtime_compute_cap == 90 {
        //  #[cfg(feature = "flash-attn")]
        {
            use candle_flash_attn::{flash_attn_varlen_alibi_windowed, flash_attn_varlen_windowed};

            let window_size_right = if causal { Some(0) } else { None };

            let attention = if let Some(alibi_slopes) = alibi_slopes {
                flash_attn_varlen_alibi_windowed(
                    q,
                    k,
                    v,
                    alibi_slopes,
                    seqlens_q,
                    seqlens_k,
                    max_seqlen_q,
                    max_seqlen_k,
                    softmax_scale,
                    window_size_left,
                    window_size_right,
                )
            } else {
                flash_attn_varlen_windowed(
                    q,
                    k,
                    v,
                    seqlens_q,
                    seqlens_k,
                    max_seqlen_q,
                    max_seqlen_k,
                    softmax_scale,
                    window_size_left,
                    window_size_right,
                )
            };

            return attention;
        }
        #[cfg(not(feature = "flash-attn"))]
        candle::bail!("Flash attention is not installed. Use `flash-attn` feature.")
    }
    candle::bail!(
        "GPU with CUDA capability {} is not supported",
        runtime_compute_cap
    );
}
