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Problem 074
How many chains starting below one million contain exactly sixty non-repeating terms?
View problem on Project Euler
Performance comparison
Metric Our solution Best known
Time complexity O(n^3)O(n log log n)
Space complexity O(1)O(n)
Approach Flow solution Sieve or enumeration
Verdict Suboptimal
Flow source
# Project Euler 074
# How many chains starting below one million contain exactly sixty non-repeating terms?
extern {
function calloc(n: i64, size: i64) -> ptr<void>
function free(p: ptr<void>) -> void
}
function fact_digit_sum(n0: i64, fact: ptr<i64>) -> i64 {
if n0 == 0 { return fact[0] }
let mut n: i64 = n0
let mut s: i64 = 0
while n > 0 {
s = s + fact[(n % 10) as i32]
n = n / 10
}
return s
}
function main() -> i32 {
let fact: ptr<i64> = calloc(10, 8)
if fact == null { return 1 }
fact[0] = 1
let mut i: i32 = 1
while i < 10 {
fact[i] = fact[i - 1] * (i as i64)
i = i + 1
}
let seen: ptr<i64> = calloc(80, 8)
if seen == null { return 1 }
let mut count: i64 = 0
let mut start: i64 = 0
while start < 1000000 {
let mut n: i64 = start
let mut len: i32 = 0
while true {
let mut j: i32 = 0
let mut looped: bool = false
while j < len {
if seen[j] == n {
looped = true
break
}
j = j + 1
}
if looped { break }
seen[len] = n
len = len + 1
if len > 60 { break }
n = fact_digit_sum(n, fact)
}
if len == 60 {
count = count + 1
}
start = start + 1
}
printf("%lld\n", count)
free(seen)
free(fact)
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; }
int64_t fact_digit_sum_i64_ptr_i64(int64_t n0, int64_t* fact);
int32_t main(void);
int64_t fact_digit_sum_i64_ptr_i64(int64_t n0, int64_t* fact) {
if (n0 == 0) {
return fact[0];
}
int64_t n = n0;
int64_t s = 0;
while (n > 0) {
s = (s + fact[((int32_t)(FLOW_CHECKED_MOD((n), (10))))]);
n = FLOW_CHECKED_DIV((n), (10));
}
return s;
}
int32_t main(void) {
int64_t* fact = (int64_t*)(calloc(10, 8));
if (fact == NULL) {
return 1;
}
fact[0] = 1;
int32_t i = 1;
while (i < 10) {
fact[i] = (fact[(i - 1)] * ((int64_t)(i)));
i = (i + 1);
}
int64_t* seen = (int64_t*)(calloc(80, 8));
if (seen == NULL) {
return 1;
}
int64_t count = 0;
int64_t start = 0;
while (start < 1000000) {
int64_t n = start;
int32_t len = 0;
while (1) {
int32_t j = 0;
bool looped = 0;
while (j < len) {
if (seen[j] == n) {
looped = 1;
break;
}
j = (j + 1);
}
if (looped) {
break;
}
seen[len] = n;
len = (len + 1);
if (len > 60) {
break;
}
n = fact_digit_sum_i64_ptr_i64(n, fact);
}
if (len == 60) {
count = (count + 1);
}
start = (start + 1);
}
printf("%lld\n", count);
free(seen);
free(fact);
return 0;
}
Generated MLIR
module {
llvm.func @printf(!llvm.ptr, ...) -> i32
llvm.mlir.global internal constant @str_0("%lld\n\00") {addr_space = 0 : i32} : !llvm.array<6 x i8>
func.func private @calloc(i64, i64) -> !llvm.ptr
func.func private @free(!llvm.ptr) -> ()
func.func @fact_digit_sum(%arg0: i64, %arg1: !llvm.ptr) -> i64 {
%0 = arith.constant 0 : i32
%2 = arith.extsi %0 : i32 to i64
%1 = arith.cmpi eq, %arg0, %2 : i64
cf.cond_br %1, ^bb0, ^bb1
^bb0:
%4 = arith.constant 0 : i32
%5 = arith.extsi %4 : i32 to i64
%6 = llvm.getelementptr %arg1[%5] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%3 = llvm.load %6 : !llvm.ptr -> i64
func.return %3 : i64
^bb1:
cf.br ^bb2
^bb2:
%7 = llvm.mlir.constant(1 : i64) : i64
%8 = llvm.alloca %7 x i64 : (i64) -> !llvm.ptr
llvm.store %arg0, %8 : i64, !llvm.ptr
%9 = arith.constant 0 : i32
%10 = arith.extsi %9 : i32 to i64
%11 = llvm.mlir.constant(1 : i64) : i64
%12 = llvm.alloca %11 x i64 : (i64) -> !llvm.ptr
llvm.store %10, %12 : i64, !llvm.ptr
cf.br ^bb3
^bb3:
%13 = llvm.load %8 : !llvm.ptr -> i64
%14 = arith.constant 0 : i32
%16 = arith.extsi %14 : i32 to i64
%15 = arith.cmpi sgt, %13, %16 : i64
cf.cond_br %15, ^bb4, ^bb5
^bb4:
%17 = llvm.load %12 : !llvm.ptr -> i64
%19 = llvm.load %8 : !llvm.ptr -> i64
%20 = arith.constant 10 : i32
%22 = arith.extsi %20 : i32 to i64
%21 = arith.remsi %19, %22 : i64
%23 = arith.trunci %21 : i64 to i32
%24 = arith.extsi %23 : i32 to i64
%25 = llvm.getelementptr %arg1[%24] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%18 = llvm.load %25 : !llvm.ptr -> i64
%26 = arith.addi %17, %18 : i64
llvm.store %26, %12 : i64, !llvm.ptr
%27 = llvm.load %8 : !llvm.ptr -> i64
%28 = arith.constant 10 : i32
%30 = arith.extsi %28 : i32 to i64
%29 = arith.divsi %27, %30 : i64
llvm.store %29, %8 : i64, !llvm.ptr
cf.br ^bb3
^bb5:
%31 = llvm.load %12 : !llvm.ptr -> i64
func.return %31 : i64
}
func.func @main() -> i32 {
%33 = arith.constant 10 : i32
%34 = arith.constant 8 : i32
%35 = arith.extsi %33 : i32 to i64
%36 = arith.extsi %34 : i32 to i64
%32 = func.call @calloc(%35, %36) : (i64, i64) -> !llvm.ptr
%37 = llvm.mlir.zero : !llvm.ptr
%38 = llvm.icmp "eq" %32, %37 : !llvm.ptr
cf.cond_br %38, ^bb6, ^bb7
^bb6:
%39 = arith.constant 1 : i32
func.return %39 : i32
^bb7:
cf.br ^bb8
^bb8:
%40 = arith.constant 1 : i32
%41 = arith.constant 0 : i32
%42 = arith.extsi %40 : i32 to i64
%43 = arith.extsi %41 : i32 to i64
%44 = llvm.getelementptr %32[%43] : (!llvm.ptr, i64) -> !llvm.ptr, i64
llvm.store %42, %44 : i64, !llvm.ptr
%45 = arith.constant 1 : i32
%46 = llvm.mlir.constant(1 : i64) : i64
%47 = llvm.alloca %46 x i32 : (i64) -> !llvm.ptr
llvm.store %45, %47 : i32, !llvm.ptr
cf.br ^bb9
^bb9:
%48 = llvm.load %47 : !llvm.ptr -> i32
%49 = arith.constant 10 : i32
%50 = arith.cmpi slt, %48, %49 : i32
cf.cond_br %50, ^bb10, ^bb11
^bb10:
%52 = llvm.load %47 : !llvm.ptr -> i32
%53 = arith.constant 1 : i32
%54 = arith.subi %52, %53 : i32
%55 = arith.extsi %54 : i32 to i64
%56 = llvm.getelementptr %32[%55] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%51 = llvm.load %56 : !llvm.ptr -> i64
%57 = llvm.load %47 : !llvm.ptr -> i32
%58 = arith.extsi %57 : i32 to i64
%59 = arith.muli %51, %58 : i64
%60 = llvm.load %47 : !llvm.ptr -> i32
%61 = arith.extsi %60 : i32 to i64
%62 = llvm.getelementptr %32[%61] : (!llvm.ptr, i64) -> !llvm.ptr, i64
llvm.store %59, %62 : i64, !llvm.ptr
%63 = llvm.load %47 : !llvm.ptr -> i32
%64 = arith.constant 1 : i32
%65 = arith.addi %63, %64 : i32
llvm.store %65, %47 : i32, !llvm.ptr
cf.br ^bb9
^bb11:
%67 = arith.constant 80 : i32
%68 = arith.constant 8 : i32
%69 = arith.extsi %67 : i32 to i64
%70 = arith.extsi %68 : i32 to i64
%66 = func.call @calloc(%69, %70) : (i64, i64) -> !llvm.ptr
%71 = llvm.mlir.zero : !llvm.ptr
%72 = llvm.icmp "eq" %66, %71 : !llvm.ptr
cf.cond_br %72, ^bb12, ^bb13
^bb12:
%73 = arith.constant 1 : i32
func.return %73 : i32
^bb13:
cf.br ^bb14
^bb14:
%74 = arith.constant 0 : i32
%75 = arith.extsi %74 : i32 to i64
%76 = llvm.mlir.constant(1 : i64) : i64
%77 = llvm.alloca %76 x i64 : (i64) -> !llvm.ptr
llvm.store %75, %77 : i64, !llvm.ptr
%78 = arith.constant 0 : i32
%79 = arith.extsi %78 : i32 to i64
%80 = llvm.mlir.constant(1 : i64) : i64
%81 = llvm.alloca %80 x i64 : (i64) -> !llvm.ptr
llvm.store %79, %81 : i64, !llvm.ptr
cf.br ^bb15
^bb15:
%82 = llvm.load %81 : !llvm.ptr -> i64
%83 = arith.constant 1000000 : i32
%85 = arith.extsi %83 : i32 to i64
%84 = arith.cmpi slt, %82, %85 : i64
cf.cond_br %84, ^bb16, ^bb17
^bb16:
%86 = llvm.load %81 : !llvm.ptr -> i64
%87 = llvm.mlir.constant(1 : i64) : i64
%88 = llvm.alloca %87 x i64 : (i64) -> !llvm.ptr
llvm.store %86, %88 : i64, !llvm.ptr
%89 = arith.constant 0 : i32
%90 = llvm.mlir.constant(1 : i64) : i64
%91 = llvm.alloca %90 x i32 : (i64) -> !llvm.ptr
llvm.store %89, %91 : i32, !llvm.ptr
cf.br ^bb18
^bb18:
%92 = arith.constant 1 : i1
cf.cond_br %92, ^bb19, ^bb20
^bb19:
%93 = arith.constant 0 : i32
%94 = llvm.mlir.constant(1 : i64) : i64
%95 = llvm.alloca %94 x i32 : (i64) -> !llvm.ptr
llvm.store %93, %95 : i32, !llvm.ptr
%96 = arith.constant 0 : i1
%97 = llvm.mlir.constant(1 : i64) : i64
%98 = llvm.alloca %97 x i1 : (i64) -> !llvm.ptr
llvm.store %96, %98 : i1, !llvm.ptr
cf.br ^bb21
^bb21:
%99 = llvm.load %95 : !llvm.ptr -> i32
%100 = llvm.load %91 : !llvm.ptr -> i32
%101 = arith.cmpi slt, %99, %100 : i32
cf.cond_br %101, ^bb22, ^bb23
^bb22:
%103 = llvm.load %95 : !llvm.ptr -> i32
%104 = arith.extsi %103 : i32 to i64
%105 = llvm.getelementptr %66[%104] : (!llvm.ptr, i64) -> !llvm.ptr, i64
%102 = llvm.load %105 : !llvm.ptr -> i64
%106 = llvm.load %88 : !llvm.ptr -> i64
%107 = arith.cmpi eq, %102, %106 : i64
cf.cond_br %107, ^bb24, ^bb25
^bb24:
%108 = arith.constant 1 : i1
llvm.store %108, %98 : i1, !llvm.ptr
cf.br ^bb23
^bb25:
cf.br ^bb26
^bb26:
%109 = llvm.load %95 : !llvm.ptr -> i32
%110 = arith.constant 1 : i32
%111 = arith.addi %109, %110 : i32
llvm.store %111, %95 : i32, !llvm.ptr
cf.br ^bb21
^bb23:
%112 = llvm.load %98 : !llvm.ptr -> i1
cf.cond_br %112, ^bb27, ^bb28
^bb27:
cf.br ^bb20
^bb28:
cf.br ^bb29
^bb29:
%113 = llvm.load %88 : !llvm.ptr -> i64
%114 = llvm.load %91 : !llvm.ptr -> i32
%115 = arith.extsi %114 : i32 to i64
%116 = llvm.getelementptr %66[%115] : (!llvm.ptr, i64) -> !llvm.ptr, i64
llvm.store %113, %116 : i64, !llvm.ptr
%117 = llvm.load %91 : !llvm.ptr -> i32
%118 = arith.constant 1 : i32
%119 = arith.addi %117, %118 : i32
llvm.store %119, %91 : i32, !llvm.ptr
%120 = llvm.load %91 : !llvm.ptr -> i32
%121 = arith.constant 60 : i32
%122 = arith.cmpi sgt, %120, %121 : i32
cf.cond_br %122, ^bb30, ^bb31
^bb30:
cf.br ^bb20
^bb31:
cf.br ^bb32
^bb32:
%124 = llvm.load %88 : !llvm.ptr -> i64
%123 = func.call @fact_digit_sum(%124, %32) : (i64, !llvm.ptr) -> i64
llvm.store %123, %88 : i64, !llvm.ptr
cf.br ^bb18
^bb20:
%125 = llvm.load %91 : !llvm.ptr -> i32
%126 = arith.constant 60 : i32
%127 = arith.cmpi eq, %125, %126 : i32
cf.cond_br %127, ^bb33, ^bb34
^bb33:
%128 = llvm.load %77 : !llvm.ptr -> i64
%129 = arith.constant 1 : i32
%131 = arith.extsi %129 : i32 to i64
%130 = arith.addi %128, %131 : i64
llvm.store %130, %77 : i64, !llvm.ptr
cf.br ^bb35
^bb34:
cf.br ^bb35
^bb35:
%132 = llvm.load %81 : !llvm.ptr -> i64
%133 = arith.constant 1 : i32
%135 = arith.extsi %133 : i32 to i64
%134 = arith.addi %132, %135 : i64
llvm.store %134, %81 : i64, !llvm.ptr
cf.br ^bb15
^bb17:
%136 = llvm.mlir.addressof @str_0 : !llvm.ptr
%137 = llvm.load %77 : !llvm.ptr -> i64
%138 = llvm.call @printf(%136, %137) vararg(!llvm.func<i32 (ptr, ...)>) : (!llvm.ptr, i64) -> i32
func.call @free(%66) : (!llvm.ptr) -> ()
func.call @free(%32) : (!llvm.ptr) -> ()
%141 = arith.constant 0 : i32
func.return %141 : i32
}
}