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Problem 239
Probability twenty-two prime discs are deranged among 100.
View problem on Project Euler
Performance comparison
Metric Our solution Best known
Time complexity O(2^n)O(n * s^2)
Space complexity O(1)O(s^2)
Approach Flow solution Markov chain or DP over states
Verdict Unknown
Flow source
# Project Euler 239
# Probability twenty-two prime discs are deranged among 100.
function factorial(n: i32) -> f64 {
let mut result: f64 = 1.0
let mut i: i32 = n
while i > 1 {
result = result * (i as f64)
i = i - 1
}
return result
}
function choose(n: i32, k: i32) -> f64 {
return factorial(n) / (factorial(n - k) * factorial(k))
}
function derangements(move0: i32, dont_care: i32) -> f64 {
let mut move: i32 = move0
if move < 1 {
return factorial(dont_care)
}
move = move - 1
let mut result: f64 = (dont_care as f64) * derangements(move, dont_care)
if move > 0 {
result = result + (move as f64) * derangements(move - 1, dont_care + 1)
}
return result
}
function main() -> i32 {
let disks: i32 = 100
let primes: i32 = 25
let moved: i32 = 22
let unchanged: i32 = primes - moved
let mut result: f64 = derangements(moved, disks - primes)
result = result * choose(primes, unchanged)
result = result / factorial(disks)
printf("%.12f\n", result)
return 0
}
Generated C
#include <stdint.h>
#include <stdbool.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
/* Flow runtime helpers */
typedef struct flow_temp_node { struct flow_temp_node* next; } flow_temp_node;
static flow_temp_node* flow_temp_head = NULL;
static int flow_temp_atexit_set = 0;
__attribute__((unused)) static void flow_temp_free_all(void) {
while (flow_temp_head) {
flow_temp_node* n = flow_temp_head;
flow_temp_head = n->next;
free(n);
}
}
__attribute__((unused)) static void* flow_temp_alloc(size_t nbytes) {
flow_temp_node* node = (flow_temp_node*)malloc(sizeof(flow_temp_node) + nbytes);
if (!node) return NULL;
node->next = flow_temp_head;
flow_temp_head = node;
if (!flow_temp_atexit_set) {
flow_temp_atexit_set = 1;
atexit(flow_temp_free_all);
}
return (void*)(node + 1);
}
#ifndef FLOW_DIAG
#define FLOW_DIAG(msg) fprintf(stderr, "%s", (msg))
#endif
#ifndef FLOW_LOG
#define FLOW_LOG(fmt, ...) printf(fmt, __VA_ARGS__)
#endif
#ifndef FLOW_LOG_EMPTY
#define FLOW_LOG_EMPTY(fmt) printf(fmt)
#endif
static char* flow_strcat(const char* a, const char* b) {
size_t la = strlen(a ? a : ""), lb = strlen(b ? b : "");
char* r = (char*)flow_temp_alloc(la + lb + 1);
if (!r) return NULL;
if (la) memcpy(r, a, la);
if (lb) memcpy(r + la, b, lb);
r[la + lb] = '\0';
return r;
}
#define __flow_in_arr(arr, val) __extension__ ({ \
int _found = 0; \
size_t _n = sizeof(arr)/sizeof((arr)[0]); \
for (size_t _i = 0; _i < _n; _i++) { \
if ((arr)[_i] == (val)) { _found = 1; break; } \
} _found; })
/* Unified fault handler (MISRA #279) — override with -DFLOW_FAULT_HANDLER=fn */
#ifndef FLOW_FAULT_HANDLER
__attribute__((unused)) static inline void flow_fault_handler(const char* msg) {
fprintf(stderr, "flow: %s\n", msg ? msg : "fault");
abort();
#if defined(__GNUC__) || defined(__clang__)
__builtin_unreachable();
#endif
}
#else
#define flow_fault_handler FLOW_FAULT_HANDLER
#endif
#define flow_div_by_zero_handler() flow_fault_handler("division by zero")
#define flow_shift_ub_handler() flow_fault_handler("invalid shift (amount out of range or left-shift of negative)")
#ifndef FLOW_CHECKED_DIV
#define FLOW_CHECKED_DIV(L, R) (((R) != 0) ? ((L) / (R)) : (flow_div_by_zero_handler(), (L) * 0))
#endif
#ifndef FLOW_CHECKED_MOD
#define FLOW_CHECKED_MOD(L, R) (((R) != 0) ? ((L) % (R)) : (flow_div_by_zero_handler(), (L) * 0))
#endif
#ifndef FLOW_CHECKED_SHL
#define FLOW_CHECKED_SHL(L, R) ((((R) >= 0) && ((unsigned long long)(R) < (sizeof(L) * 8ull)) && ((L) >= 0)) ? ((L) << (R)) : (flow_shift_ub_handler(), (L) * 0))
#endif
#ifndef FLOW_CHECKED_SHR
#define FLOW_CHECKED_SHR(L, R) ((((R) >= 0) && ((unsigned long long)(R) < (sizeof(L) * 8ull))) ? ((L) >> (R)) : (flow_shift_ub_handler(), (L) * 0))
#endif
#include <math.h>
void* _ui_state = NULL;
static inline float i32_to_f32(int32_t v) { return (float)v; }
/* Host stub for @gpu kernels (device codegen replaces this). */
static inline int32_t gpu_thread_id(void) { return 0; }
double factorial_i32(int32_t n);
double choose_i32_i32(int32_t n, int32_t k);
double derangements_i32_i32(int32_t move0, int32_t dont_care);
int32_t main(void);
double factorial_i32(int32_t n) {
double result = 1.0;
int32_t i = n;
while (i > 1) {
result = (result * ((double)(i)));
i = (i - 1);
}
return result;
}
double choose_i32_i32(int32_t n, int32_t k) {
return (factorial_i32(n) / (factorial_i32((n - k)) * factorial_i32(k)));
}
double derangements_i32_i32(int32_t move0, int32_t dont_care) {
int32_t move = move0;
if (move < 1) {
return factorial_i32(dont_care);
}
move = (move - 1);
double result = (((double)(dont_care)) * derangements_i32_i32(move, dont_care));
if (move > 0) {
result = (result + (((double)(move)) * derangements_i32_i32((move - 1), (dont_care + 1))));
}
return result;
}
int32_t main(void) {
int32_t disks = 100;
int32_t primes = 25;
int32_t moved = 22;
int32_t unchanged = (primes - moved);
double result = derangements_i32_i32(moved, (disks - primes));
result = (result * choose_i32_i32(primes, unchanged));
result = (result / factorial_i32(disks));
printf("%.12f\n", result);
return 0;
}
Generated MLIR
module {
llvm.func @printf(!llvm.ptr, ...) -> i32
llvm.mlir.global internal constant @str_0("%.12f\n\00") {addr_space = 0 : i32} : !llvm.array<7 x i8>
func.func @factorial(%arg0: i32) -> f64 {
%0 = arith.constant 1.0 : f32
%1 = arith.extf %0 : f32 to f64
%2 = llvm.mlir.constant(1 : i64) : i64
%3 = llvm.alloca %2 x f64 : (i64) -> !llvm.ptr
llvm.store %1, %3 : f64, !llvm.ptr
%4 = llvm.mlir.constant(1 : i64) : i64
%5 = llvm.alloca %4 x i32 : (i64) -> !llvm.ptr
llvm.store %arg0, %5 : i32, !llvm.ptr
cf.br ^bb0
^bb0:
%6 = llvm.load %5 : !llvm.ptr -> i32
%7 = arith.constant 1 : i32
%8 = arith.cmpi sgt, %6, %7 : i32
cf.cond_br %8, ^bb1, ^bb2
^bb1:
%9 = llvm.load %3 : !llvm.ptr -> f64
%10 = llvm.load %5 : !llvm.ptr -> i32
%11 = arith.sitofp %10 : i32 to f64
%12 = arith.mulf %9, %11 : f64
llvm.store %12, %3 : f64, !llvm.ptr
%13 = llvm.load %5 : !llvm.ptr -> i32
%14 = arith.constant 1 : i32
%15 = arith.subi %13, %14 : i32
llvm.store %15, %5 : i32, !llvm.ptr
cf.br ^bb0
^bb2:
%16 = llvm.load %3 : !llvm.ptr -> f64
func.return %16 : f64
}
func.func @choose(%arg0: i32, %arg1: i32) -> f64 {
%17 = func.call @factorial(%arg0) : (i32) -> f64
%19 = arith.subi %arg0, %arg1 : i32
%18 = func.call @factorial(%19) : (i32) -> f64
%20 = func.call @factorial(%arg1) : (i32) -> f64
%21 = arith.mulf %18, %20 : f64
%22 = arith.divf %17, %21 : f64
func.return %22 : f64
}
func.func @derangements(%arg0: i32, %arg1: i32) -> f64 {
%23 = llvm.mlir.constant(1 : i64) : i64
%24 = llvm.alloca %23 x i32 : (i64) -> !llvm.ptr
llvm.store %arg0, %24 : i32, !llvm.ptr
%25 = llvm.load %24 : !llvm.ptr -> i32
%26 = arith.constant 1 : i32
%27 = arith.cmpi slt, %25, %26 : i32
cf.cond_br %27, ^bb3, ^bb4
^bb3:
%28 = func.call @factorial(%arg1) : (i32) -> f64
func.return %28 : f64
^bb4:
cf.br ^bb5
^bb5:
%29 = llvm.load %24 : !llvm.ptr -> i32
%30 = arith.constant 1 : i32
%31 = arith.subi %29, %30 : i32
llvm.store %31, %24 : i32, !llvm.ptr
%32 = arith.sitofp %arg1 : i32 to f64
%34 = llvm.load %24 : !llvm.ptr -> i32
%33 = func.call @derangements(%34, %arg1) : (i32, i32) -> f64
%35 = arith.mulf %32, %33 : f64
%36 = llvm.mlir.constant(1 : i64) : i64
%37 = llvm.alloca %36 x f64 : (i64) -> !llvm.ptr
llvm.store %35, %37 : f64, !llvm.ptr
%38 = llvm.load %24 : !llvm.ptr -> i32
%39 = arith.constant 0 : i32
%40 = arith.cmpi sgt, %38, %39 : i32
cf.cond_br %40, ^bb6, ^bb7
^bb6:
%41 = llvm.load %37 : !llvm.ptr -> f64
%42 = llvm.load %24 : !llvm.ptr -> i32
%43 = arith.sitofp %42 : i32 to f64
%45 = llvm.load %24 : !llvm.ptr -> i32
%46 = arith.constant 1 : i32
%47 = arith.subi %45, %46 : i32
%48 = arith.constant 1 : i32
%49 = arith.addi %arg1, %48 : i32
%44 = func.call @derangements(%47, %49) : (i32, i32) -> f64
%50 = arith.mulf %43, %44 : f64
%51 = arith.addf %41, %50 : f64
llvm.store %51, %37 : f64, !llvm.ptr
cf.br ^bb8
^bb7:
cf.br ^bb8
^bb8:
%52 = llvm.load %37 : !llvm.ptr -> f64
func.return %52 : f64
}
func.func @main() -> i32 {
%53 = arith.constant 100 : i32
%54 = arith.constant 25 : i32
%55 = arith.constant 22 : i32
%56 = arith.subi %54, %55 : i32
%58 = arith.subi %53, %54 : i32
%57 = func.call @derangements(%55, %58) : (i32, i32) -> f64
%59 = llvm.mlir.constant(1 : i64) : i64
%60 = llvm.alloca %59 x f64 : (i64) -> !llvm.ptr
llvm.store %57, %60 : f64, !llvm.ptr
%61 = llvm.load %60 : !llvm.ptr -> f64
%62 = func.call @choose(%54, %56) : (i32, i32) -> f64
%63 = arith.mulf %61, %62 : f64
llvm.store %63, %60 : f64, !llvm.ptr
%64 = llvm.load %60 : !llvm.ptr -> f64
%65 = func.call @factorial(%53) : (i32) -> f64
%66 = arith.divf %64, %65 : f64
llvm.store %66, %60 : f64, !llvm.ptr
%67 = llvm.mlir.addressof @str_0 : !llvm.ptr
%68 = llvm.load %60 : !llvm.ptr -> f64
%69 = llvm.call @printf(%67, %68) vararg(!llvm.func<i32 (ptr, ...)>) : (!llvm.ptr, f64) -> i32
%70 = arith.constant 0 : i32
func.return %70 : i32
}
}