user: Demonstrate the C code that generates the assembly output below:

```asm
<ks2>:
  endbr64
  push   %rbx
  mov    %r8,%rbx
  sub    $0x10,%rsp
  cmp    $0x1,%esi
  jle    L11
  lea    -0x1(%rsi),%eax
  movl   $0x0,(%rcx)
  lea    0x4(%rdi,%rax,4),%r9
  movl   $0x0,(%rdx)
  mov    %rdi,%rax
  jmp    L26
  xchg   %ax,%ax
L22:
  add    $0x4,%rax
  cmp    %r9,%rax
  je     L158
L26:
  mov    (%rax),%esi
  cmp    $0x1,%esi
  ja     L22
  test   %esi,%esi
  je     L130
L68:
  add    $0x4,%rax
  addl   $0x1,(%rcx)
  cmp    %r9,%rax
  jne    L26
  nopl   0x0(%rax)
L158:
  mov    (%rcx),%eax
  mov    (%rdx),%edx
  cmp    %edx,%eax
  mov    %edx,%ecx
  cmovle %eax,%ecx
  test   %ecx,%ecx
  je     L11
  pxor   %xmm6,%xmm6
  pxor   %xmm3,%xmm3
  pxor   %xmm5,%xmm5
  movq   D40(%rip),%xmm4
  cvtsi2sd %edx,%xmm3
  movsd  D33(%rip),%xmm7
  movapd %xmm6,%xmm1
  movapd %xmm6,%xmm0
  cvtsi2sd %eax,%xmm5
  jmp    L168
  nopl   0x0(%rax)
L46:
  add    $0x4,%rdi
  cmp    %r9,%rdi
  je     L109
L168:
  mov    (%rdi),%eax
  cmp    $0x1,%eax
  ja     L46
  movapd %xmm7,%xmm2
  test   %eax,%eax
  je     L33
  divsd  %xmm5,%xmm2
  subsd  %xmm2,%xmm0
L83:
  movapd %xmm0,%xmm2
  add    $0x4,%rdi
  andpd  %xmm4,%xmm2
  maxsd  %xmm1,%xmm2
  movapd %xmm2,%xmm1
  cmp    %r9,%rdi
  jne    L168
L109:
  movapd %xmm3,%xmm0
  addsd  %xmm5,%xmm3
  mulsd  %xmm5,%xmm0
  divsd  %xmm3,%xmm0
  ucomisd %xmm0,%xmm6
  ja     L51
  sqrtsd %xmm0,%xmm0
L121:
  movsd  D26(%rip),%xmm3
  movsd  D45(%rip),%xmm2
  divsd  %xmm0,%xmm3
  addsd  %xmm0,%xmm2
  movapd %xmm2,%xmm0
  addsd  %xmm3,%xmm0
  mulsd  %xmm0,%xmm1
  movapd %xmm1,%xmm0
  movsd  %xmm1,0x8(%rsp)
  call   <probks@plt>
  movsd  0x8(%rsp),%xmm1
  movsd  %xmm0,(%rbx)
  add    $0x10,%rsp
  movapd %xmm1,%xmm0
  pop    %rbx
  ret
  nopw   0x0(%rax,%rax,1)
L130:
  addl   $0x1,(%rdx)
  cmpl   $0x1,(%rax)
  jne    L22
  jmp    L68
  nopl   0x0(%rax)
L11:
  movsd  D33(%rip),%xmm0
  pxor   %xmm1,%xmm1
  movsd  %xmm0,(%rbx)
  add    $0x10,%rsp
  movapd %xmm1,%xmm0
  pop    %rbx
  ret
  nopw   0x0(%rax,%rax,1)
L33:
  divsd  %xmm3,%xmm2
  addsd  %xmm2,%xmm0
  jmp    L83
L51:
  movsd  %xmm1,0x8(%rsp)
  call   <sqrt@plt>
  movsd  0x8(%rsp),%xmm1
  jmp    L121
```

tool_calls: name: read_data
arguments: data_label: D40
type_infered: qword
name: read_data
arguments: data_label: D33
type_infered: f64
name: read_data
arguments: data_label: D26
type_infered: f64
name: read_data
arguments: data_label: D45
type_infered: byte[8]

tool: D40: 9223372036854775807

tool: D33: 1

tool: D26: 0.11

tool: {"D45": [0xb8,0x1e,0x85,0xeb,0x51,0xb8,0xbe,0x3f]}

assistant: ```c
double ks2(int *cls, int len, int *n0, int *n1, double *kstail) {
  int i;
  double en0, en1, en;
  double y, ymax;
  if (len <= 1) {
    *kstail = 1.0;
    return 0;
  }
  *n0 = *n1 = 0;
  for (i = 0; i < len; i++) {
    if (cls[i] > 1)
      continue;
    if (cls[i] < 0)
      continue;
    if (cls[i] == 0)
      ++*n0;
    if (cls[i] == 1)
      ++*n1;
  }
  if (((*n0) < (*n1) ? (*n0) : (*n1)) == 0) {
    *kstail = 1.0;
    return 0;
  }
  en0 = (double)*n0;
  en1 = (double)*n1;
  ymax = y = 0.0;
  ;
  for (i = 0; i < len; i++) {
    if (cls[i] > 1)
      continue;
    if (cls[i] < 0)
      continue;
    if (cls[i] == 0)
      y += 1.0 / en0;
    if (cls[i] == 1)
      y -= 1.0 / en1;
    ymax = ((ymax) < (fabs(y)) ? (fabs(y)) : (ymax));
  }
  en = sqrt(en0 * en1 / (en0 + en1));
  y = en + .12 + (0.11 / en);
  y *= ymax;
  *kstail = probks(y);
  return y;
}
```