diff --git a/src/lib.rs b/src/lib.rs
index feb41f4..945e1d8 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -1,26 +1,25 @@
 use std::{
     sync::{
-        atomic::{AtomicUsize, Ordering::Relaxed},
+        atomic::{AtomicU64, AtomicUsize, Ordering::Relaxed},
         Arc, RwLock,
     },
     thread,
 };
 
-#[derive(Debug, Default, Clone, Copy, PartialEq, PartialOrd)]
 pub struct Point2d {
     pub x: f64,
     pub y: f64,
 }
 
-#[derive(Debug, Default, Clone, Copy)]
+#[derive(Debug, Default)]
 pub struct PVal {
-    point: usize,
-    val: f64,
+    pub point: usize,
+    pub val: AtomicU64,
 }
 
 impl PartialEq for PVal {
     fn eq(&self, other: &Self) -> bool {
-        self.val == other.val
+        self.val.load(Relaxed) == other.val.load(Relaxed)
     }
 }
 
@@ -28,22 +27,23 @@ impl Eq for PVal {}
 
 impl PartialOrd for PVal {
     fn partial_cmp(&self, other: &Self) -> Option<std::cmp::Ordering> {
-        Some(self.cmp(other))
+        let a = f64::from_bits(self.val.load(Relaxed));
+        let b = f64::from_bits(other.val.load(Relaxed));
+        a.partial_cmp(&b)
     }
 }
 
 impl Ord for PVal {
     fn cmp(&self, other: &Self) -> std::cmp::Ordering {
-        self.val.partial_cmp(&other.val).unwrap()
+        self.partial_cmp(other).unwrap()
     }
 }
 
-#[derive(Debug, Default, Clone)]
 pub struct Spindex2d {
-    xpoints: Arc<Vec<AtomicUsize>>,
-    ypoints: Arc<Vec<AtomicUsize>>,
-    xs: Arc<RwLock<Vec<PVal>>>,
-    ys: Arc<RwLock<Vec<PVal>>>,
+    pub xpoints: Arc<Vec<AtomicUsize>>,
+    pub ypoints: Arc<Vec<AtomicUsize>>,
+    pub xs: Arc<RwLock<Vec<PVal>>>,
+    pub ys: Arc<RwLock<Vec<PVal>>>,
 }
 
 impl Spindex2d {
@@ -55,22 +55,22 @@ impl Spindex2d {
         for (i, point) in points.iter().enumerate() {
             let x = PVal {
                 point: i,
-                val: point.x,
+                val: AtomicU64::new(point.x.to_bits()),
             };
             xs.push(x);
             let y = PVal {
                 point: i,
-                val: point.y,
+                val: AtomicU64::new(point.y.to_bits()),
             };
             ys.push(y);
 
-            xpoints.push(i.into());
-            ypoints.push(i.into());
+            xpoints.push(AtomicUsize::new(i));
+            ypoints.push(AtomicUsize::new(i));
         }
 
         let index = Self {
-            xpoints: Arc::new(xpoints),
-            ypoints: Arc::new(ypoints),
+            xpoints: xpoints.into(),
+            ypoints: ypoints.into(),
             xs: Arc::new(RwLock::new(xs)),
             ys: Arc::new(RwLock::new(ys)),
         };
@@ -90,15 +90,17 @@ impl Spindex2d {
             for (i, point) in points.iter().enumerate() {
                 let xi = self.xpoints[i].load(Relaxed);
                 let yi = self.ypoints[i].load(Relaxed);
+                let x = point.x.to_bits();
                 let x = PVal {
                     point: i,
-                    val: point.x,
+                    val: x.into(),
                 };
                 xs[xi] = x;
 
+                let y = point.y.to_bits();
                 let y = PVal {
                     point: i,
-                    val: point.y,
+                    val: y.into(),
                 };
                 ys[yi] = y;
             }
@@ -123,7 +125,6 @@ impl Spindex2d {
         let yhandle = thread::spawn(move || {
             let mut ys = ys.write().unwrap();
             ys.sort_unstable();
-
             for (i, y) in ys.iter().enumerate() {
                 let p = y.point;
                 points[p].store(i, Relaxed);