9 Commits

Author SHA1 Message Date
311794c37e Update GCOVR annotations now that jenkins agent has avx512
All checks were successful
Tests / Clang total: 2710, passed: 2710
Clang |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Debug total: 2708, passed: 2708
Tests / SIMD fallback total: 2710, passed: 2710
Tests / Release [gcc] total: 2710, passed: 2710
GNU C Compiler (gcc) |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Release [gcc,aarch64] total: 2020, passed: 2020
Tests / Coverage total: 2036, passed: 2036
Code Coverage #### Project Overview No changes detected, that affect the code coverage. * Line Coverage: 98.97% (1821/1840) * Branch Coverage: 67.00% (1478/2206) * Complexity Density: 0.00 * Lines of Code: 1840 #### Quality Gates Summary Output truncated.
weaselab/conflict-set/pipeline/head This commit looks good
2024-08-20 16:34:27 -07:00
dfa178ba19 Add to corpus (from fuzzing on macos)
Some checks failed
Tests / Clang total: 2710, passed: 2710
Clang |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Debug total: 2708, passed: 2708
Tests / SIMD fallback total: 2710, passed: 2710
Tests / Release [gcc] total: 2710, passed: 2710
GNU C Compiler (gcc) |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Release [gcc,aarch64] total: 2020, passed: 2020
Tests / Coverage total: 2036, passed: 2036
Code Coverage #### Project Overview No changes detected, that affect the code coverage. * Line Coverage: 98.85% (1807/1828) * Branch Coverage: 67.11% (1475/2198) * Complexity Density: 0.00 * Lines of Code: 1828 #### Quality Gates Summary Output truncated.
weaselab/conflict-set/pipeline/head There was a failure building this commit
2024-08-20 13:32:04 -07:00
a16d18edfe Update README.md
All checks were successful
Tests / Clang total: 2626, passed: 2626
Clang |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Debug total: 2624, passed: 2624
Tests / SIMD fallback total: 2626, passed: 2626
Tests / Release [gcc] total: 2626, passed: 2626
GNU C Compiler (gcc) |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Release [gcc,aarch64] total: 1957, passed: 1957
Tests / Coverage total: 1973, passed: 1973
Code Coverage #### Project Overview No changes detected, that affect the code coverage. * Line Coverage: 99.29% (1815/1828) * Branch Coverage: 67.47% (1483/2198) * Complexity Density: 0.00 * Lines of Code: 1828 #### Quality Gates Summary Output truncated.
weaselab/conflict-set/pipeline/head This commit looks good
2024-08-20 12:03:27 -07:00
2b60287448 Partition valgrind into tests of size at most 100
All checks were successful
Tests / Clang total: 2626, passed: 2626
Clang |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Debug total: 2624, passed: 2624
Tests / SIMD fallback total: 2626, passed: 2626
Tests / Release [gcc] total: 2626, passed: 2626
GNU C Compiler (gcc) |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Release [gcc,aarch64] total: 1957, passed: 1957
Tests / Coverage total: 1973, passed: 1973
Code Coverage #### Project Overview No changes detected, that affect the code coverage. * Line Coverage: 99.29% (1815/1828) * Branch Coverage: 67.47% (1483/2198) * Complexity Density: 0.00 * Lines of Code: 1828 #### Quality Gates Summary Output truncated.
weaselab/conflict-set/pipeline/head This commit looks good
2024-08-20 11:35:20 -07:00
0a9ac59676 Commit to non-simd Node3 implementations
Some checks failed
Tests / Clang total: 2620, passed: 2620
Clang |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Debug total: 2618, passed: 2618
Tests / SIMD fallback total: 2620, passed: 2620
Tests / Release [gcc] total: 2620, passed: 2620
GNU C Compiler (gcc) |Total|New|Outstanding|Fixed|Trend |:-:|:-:|:-:|:-:|:-: |0|0|0|0|:clap:
Tests / Release [gcc,aarch64] total: 1957, passed: 1957
Tests / Coverage total: 1967, failed: 1, passed: 1966
weaselab/conflict-set/pipeline/head There was a failure building this commit
2024-08-20 10:36:04 -07:00
e3a77ed773 Remove unnecessary casts 2024-08-20 10:30:27 -07:00
cdf9a8a7b0 Save 8 bytes in Node3 2024-08-20 10:30:07 -07:00
305dfdd52f Change whitespace in node structs for consistency 2024-08-20 09:57:44 -07:00
7261c91492 Remove Node48::nextFree, and improve padding to save 8 bytes 2024-08-20 09:51:29 -07:00
24 changed files with 71 additions and 101 deletions

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@@ -276,9 +276,15 @@ if(CMAKE_SOURCE_DIR STREQUAL CMAKE_CURRENT_SOURCE_DIR AND BUILD_TESTING)
find_program(VALGRIND_EXE valgrind)
if(VALGRIND_EXE AND NOT CMAKE_CROSSCOMPILING)
add_test(NAME conflict_set_blackbox_valgrind
COMMAND ${VALGRIND_EXE} --error-exitcode=99 --
$<TARGET_FILE:driver> ${CORPUS_TESTS})
list(LENGTH CORPUS_TESTS len)
math(EXPR last "${len} - 1")
set(partition_size 100)
foreach(i RANGE 0 ${last} ${partition_size})
list(SUBLIST CORPUS_TESTS ${i} ${partition_size} partition)
add_test(NAME conflict_set_blackbox_valgrind_${i}
COMMAND ${VALGRIND_EXE} --error-exitcode=99 --
$<TARGET_FILE:driver> ${partition})
endforeach()
endif()
# api smoke tests

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@@ -197,7 +197,6 @@ struct Node {
/* end section that's copied to the next node */
uint8_t *partialKey();
Type getType() const { return type; }
int32_t getCapacity() const { return partialKeyCapacity; }
@@ -221,84 +220,83 @@ constexpr int kNodeCopySize =
struct Node0 : Node {
constexpr static auto kType = Type_Node0;
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
void copyChildrenAndKeyFrom(const Node0 &other);
void copyChildrenAndKeyFrom(const struct Node3 &other);
size_t size() const { return sizeof(Node0) + getCapacity(); }
};
struct Node3 : Node {
constexpr static auto kMaxNodes = 3;
constexpr static auto kType = Type_Node3;
// Sorted
uint8_t index[kMaxNodes];
Node *children[kMaxNodes];
InternalVersionT childMaxVersion[kMaxNodes];
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
// Sorted
uint8_t index[kMaxNodes];
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
void copyChildrenAndKeyFrom(const Node0 &other);
void copyChildrenAndKeyFrom(const Node3 &other);
void copyChildrenAndKeyFrom(const struct Node16 &other);
size_t size() const { return sizeof(Node3) + getCapacity(); }
};
struct Node16 : Node {
constexpr static auto kType = Type_Node16;
constexpr static auto kMaxNodes = 16;
// Sorted
uint8_t index[kMaxNodes];
Node *children[kMaxNodes];
InternalVersionT childMaxVersion[kMaxNodes];
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
// Sorted
uint8_t index[kMaxNodes];
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
void copyChildrenAndKeyFrom(const Node3 &other);
void copyChildrenAndKeyFrom(const Node16 &other);
void copyChildrenAndKeyFrom(const struct Node48 &other);
size_t size() const { return sizeof(Node16) + getCapacity(); }
};
struct Node48 : Node {
constexpr static auto kType = Type_Node48;
constexpr static auto kMaxNodes = 48;
BitSet bitSet;
int8_t nextFree;
int8_t index[256];
Node *children[kMaxNodes];
InternalVersionT childMaxVersion[kMaxNodes];
uint8_t reverseIndex[kMaxNodes];
constexpr static int kMaxOfMaxPageSize = 16;
constexpr static int kMaxOfMaxShift =
std::countr_zero(uint32_t(kMaxOfMaxPageSize));
constexpr static int kMaxOfMaxTotalPages = kMaxNodes / kMaxOfMaxPageSize;
BitSet bitSet;
Node *children[kMaxNodes];
InternalVersionT childMaxVersion[kMaxNodes];
InternalVersionT maxOfMax[kMaxOfMaxTotalPages];
uint8_t reverseIndex[kMaxNodes];
int8_t index[256];
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
void copyChildrenAndKeyFrom(const Node16 &other);
void copyChildrenAndKeyFrom(const Node48 &other);
void copyChildrenAndKeyFrom(const struct Node256 &other);
size_t size() const { return sizeof(Node48) + getCapacity(); }
};
struct Node256 : Node {
constexpr static auto kType = Type_Node256;
BitSet bitSet;
Node *children[256];
InternalVersionT childMaxVersion[256];
constexpr static auto kMaxNodes = 256;
constexpr static int kMaxOfMaxPageSize = 16;
constexpr static int kMaxOfMaxShift =
std::countr_zero(uint32_t(kMaxOfMaxPageSize));
constexpr static int kMaxOfMaxTotalPages = 256 / kMaxOfMaxPageSize;
constexpr static int kMaxOfMaxTotalPages = kMaxNodes / kMaxOfMaxPageSize;
BitSet bitSet;
Node *children[kMaxNodes];
InternalVersionT childMaxVersion[kMaxNodes];
InternalVersionT maxOfMax[kMaxOfMaxTotalPages];
uint8_t *partialKey() { return (uint8_t *)(this + 1); }
void copyChildrenAndKeyFrom(const Node48 &other);
void copyChildrenAndKeyFrom(const Node256 &other);
size_t size() const { return sizeof(Node256) + getCapacity(); }
};
@@ -323,7 +321,7 @@ inline void Node3::copyChildrenAndKeyFrom(const Node0 &other) {
inline void Node3::copyChildrenAndKeyFrom(const Node3 &other) {
memcpy((char *)this + kNodeCopyBegin, (char *)&other + kNodeCopyBegin,
kNodeCopySize);
memcpy(index, other.index, sizeof(*this) - sizeof(Node));
memcpy(children, other.children, sizeof(*this) - sizeof(Node));
memcpy(partialKey(), &other + 1, partialKeyLen);
for (int i = 0; i < numChildren; ++i) {
assert(children[i]->parent == &other);
@@ -404,7 +402,6 @@ inline void Node48::copyChildrenAndKeyFrom(const Node16 &other) {
}
memcpy(partialKey(), &other + 1, partialKeyLen);
bitSet.init();
nextFree = Node16::kMaxNodes;
int i = 0;
for (auto x : other.index) {
bitSet.set(x);
@@ -424,7 +421,6 @@ inline void Node48::copyChildrenAndKeyFrom(const Node48 &other) {
memcpy((char *)this + kNodeCopyBegin, (char *)&other + kNodeCopyBegin,
kNodeCopySize);
bitSet = other.bitSet;
nextFree = other.nextFree;
memcpy(index, other.index, sizeof(index));
memset(children, 0, sizeof(children));
const auto z = InternalVersionT::zero;
@@ -451,7 +447,6 @@ inline void Node48::copyChildrenAndKeyFrom(const Node256 &other) {
for (auto &v : childMaxVersion) {
v = z;
}
nextFree = other.numChildren;
bitSet = other.bitSet;
int i = 0;
bitSet.forEachSet([&](int c) {
@@ -773,22 +768,17 @@ private:
BoundedFreeListAllocator<Node256> node256;
};
template <class NodeT> int getNodeIndex(NodeT *self, uint8_t index) {
static_assert(std::is_same_v<NodeT, Node3> || std::is_same_v<NodeT, Node16>);
// cachegrind says the plain loop is fewer instructions and more mis-predicted
// branches. Microbenchmark says plain loop is faster. It's written in this
// weird "generic" way though in case someday we can use the simd
// implementation easily if we want.
if constexpr (std::is_same_v<NodeT, Node3>) {
Node3 *n = (Node3 *)self;
for (int i = 0; i < n->numChildren; ++i) {
if (n->index[i] == index) {
return i;
}
int getNodeIndex(Node3 *self, uint8_t index) {
Node3 *n = (Node3 *)self;
for (int i = 0; i < n->numChildren; ++i) {
if (n->index[i] == index) {
return i;
}
return -1;
}
return -1;
}
int getNodeIndex(Node16 *self, uint8_t index) {
#ifdef HAS_AVX
// Based on https://www.the-paper-trail.org/post/art-paper-notes/
@@ -801,7 +791,7 @@ template <class NodeT> int getNodeIndex(NodeT *self, uint8_t index) {
// keys aren't valid, we'll mask the results to only consider the valid ones
// below.
__m128i indices;
memcpy(&indices, self->index, NodeT::kMaxNodes);
memcpy(&indices, self->index, Node16::kMaxNodes);
__m128i results = _mm_cmpeq_epi8(key_vec, indices);
// Build a mask to select only the first node->num_children values from the
@@ -824,12 +814,11 @@ template <class NodeT> int getNodeIndex(NodeT *self, uint8_t index) {
// https://community.arm.com/arm-community-blogs/b/infrastructure-solutions-blog/posts/porting-x86-vector-bitmask-optimizations-to-arm-neon
uint8x16_t indices;
memcpy(&indices, self->index, NodeT::kMaxNodes);
memcpy(&indices, self->index, Node16::kMaxNodes);
// 0xff for each match
uint16x8_t results =
vreinterpretq_u16_u8(vceqq_u8(vdupq_n_u8(index), indices));
static_assert(NodeT::kMaxNodes <= 16);
assume(self->numChildren <= NodeT::kMaxNodes);
assume(self->numChildren <= Node16::kMaxNodes);
uint64_t mask = self->numChildren == 16
? uint64_t(-1)
: (uint64_t(1) << (self->numChildren * 4)) - 1;
@@ -1082,22 +1071,18 @@ ChildAndMaxVersion getChildAndMaxVersion(Node *self, uint8_t index) {
}
}
template <class NodeT> Node *getChildGeqSimd(NodeT *self, int child) {
static_assert(std::is_same_v<NodeT, Node3> || std::is_same_v<NodeT, Node16>);
Node *getChildGeq(Node0 *, int) { return nullptr; }
// cachegrind says the plain loop is fewer instructions and more mis-predicted
// branches. Microbenchmark says plain loop is faster. It's written in this
// weird "generic" way though so that someday we can use the simd
// implementation easily if we want.
if constexpr (std::is_same_v<NodeT, Node3>) {
Node3 *n = (Node3 *)self;
for (int i = 0; i < n->numChildren; ++i) {
if (n->index[i] >= child) {
return n->children[i];
}
Node *getChildGeq(Node3 *n, int child) {
for (int i = 0; i < n->numChildren; ++i) {
if (n->index[i] >= child) {
return n->children[i];
}
return nullptr;
}
return nullptr;
}
Node *getChildGeq(Node16 *self, int child) {
if (child > 255) {
return nullptr;
}
@@ -1105,7 +1090,7 @@ template <class NodeT> Node *getChildGeqSimd(NodeT *self, int child) {
#ifdef HAS_AVX
__m128i key_vec = _mm_set1_epi8(child);
__m128i indices;
memcpy(&indices, self->index, NodeT::kMaxNodes);
memcpy(&indices, self->index, Node16::kMaxNodes);
__m128i results = _mm_cmpeq_epi8(key_vec, _mm_min_epu8(key_vec, indices));
int mask = (1 << self->numChildren) - 1;
uint32_t bitfield = _mm_movemask_epi8(results) & mask;
@@ -1115,8 +1100,7 @@ template <class NodeT> Node *getChildGeqSimd(NodeT *self, int child) {
memcpy(&indices, self->index, sizeof(self->index));
// 0xff for each leq
auto results = vcleq_u8(vdupq_n_u8(child), indices);
static_assert(NodeT::kMaxNodes <= 16);
assume(self->numChildren <= NodeT::kMaxNodes);
assume(self->numChildren <= Node16::kMaxNodes);
uint64_t mask = self->numChildren == 16
? uint64_t(-1)
: (uint64_t(1) << (self->numChildren * 4)) - 1;
@@ -1141,13 +1125,6 @@ template <class NodeT> Node *getChildGeqSimd(NodeT *self, int child) {
#endif
}
Node *getChildGeq(Node0 *, int) { return nullptr; }
Node *getChildGeq(Node3 *self, int child) {
return getChildGeqSimd(self, child);
}
Node *getChildGeq(Node16 *self, int child) {
return getChildGeqSimd(self, child);
}
Node *getChildGeq(Node48 *self, int child) {
int c = self->bitSet.firstSetGeq(child);
if (c < 0) {
@@ -1360,7 +1337,7 @@ Node *&getOrCreateChild(Node *&self, std::span<const uint8_t> &key,
auto *self3 = static_cast<Node3 *>(self);
int i = self->numChildren - 1;
for (; i >= 0; --i) {
if (int(self3->index[i]) < int(index)) {
if (self3->index[i] < index) {
break;
}
self3->index[i + 1] = self3->index[i];
@@ -1390,7 +1367,7 @@ Node *&getOrCreateChild(Node *&self, std::span<const uint8_t> &key,
auto *self16 = static_cast<Node16 *>(self);
int i = self->numChildren - 1;
for (; i >= 0; --i) {
if (int(self16->index[i]) < int(index)) {
if (self16->index[i] < index) {
break;
}
self16->index[i + 1] = self16->index[i];
@@ -1419,9 +1396,7 @@ Node *&getOrCreateChild(Node *&self, std::span<const uint8_t> &key,
insert48:
auto *self48 = static_cast<Node48 *>(self);
self48->bitSet.set(index);
++self->numChildren;
assert(self48->nextFree < 48);
int nextFree = self48->nextFree++;
auto nextFree = self48->numChildren++;
self48->index[index] = nextFree;
self48->reverseIndex[nextFree] = index;
auto &result = self48->children[nextFree];
@@ -1569,8 +1544,6 @@ void maybeDecreaseCapacity(Node *&self, WriteContext *tls,
}
#if defined(HAS_AVX) && !defined(__SANITIZE_THREAD__)
// This gets covered in local development
// GCOVR_EXCL_START
__attribute__((target("avx512f"))) void rezero16(InternalVersionT *vs,
InternalVersionT zero) {
uint32_t z;
@@ -1580,7 +1553,6 @@ __attribute__((target("avx512f"))) void rezero16(InternalVersionT *vs,
_mm512_sub_epi32(_mm512_loadu_epi32(vs), zvec), _mm512_setzero_epi32());
_mm512_mask_storeu_epi32(vs, m, zvec);
}
// GCOVR_EXCL_STOP
__attribute__((target("default")))
#endif
@@ -1812,7 +1784,7 @@ Node *erase(Node *self, WriteContext *tls, ConflictSet::Impl *impl,
parent48->bitSet.reset(parentsIndex);
int8_t toRemoveChildrenIndex =
std::exchange(parent48->index[parentsIndex], -1);
int8_t lastChildrenIndex = --parent48->nextFree;
auto lastChildrenIndex = --parent48->numChildren;
assert(toRemoveChildrenIndex >= 0);
assert(lastChildrenIndex >= 0);
if (toRemoveChildrenIndex != lastChildrenIndex) {
@@ -1831,8 +1803,6 @@ Node *erase(Node *self, WriteContext *tls, ConflictSet::Impl *impl,
}
parent48->childMaxVersion[lastChildrenIndex] = tls->zero;
--parent->numChildren;
if (needsDownsize(parent48)) {
downsize(parent48, tls, impl, result);
}
@@ -2019,9 +1989,9 @@ downLeftSpine:
#ifdef HAS_AVX
uint32_t compare16_32bit(const InternalVersionT *vs, InternalVersionT rv) {
uint32_t compared = 0;
__m128i w[4];
__m128i w[4]; // GCOVR_EXCL_LINE
memcpy(w, vs, sizeof(w));
uint32_t r;
uint32_t r; // GCOVR_EXCL_LINE
memcpy(&r, &rv, sizeof(r));
const auto rvVec = _mm_set1_epi32(r);
const auto zero = _mm_setzero_si128();
@@ -2033,8 +2003,6 @@ uint32_t compare16_32bit(const InternalVersionT *vs, InternalVersionT rv) {
return compared;
}
// This gets covered in local development
// GCOVR_EXCL_START
__attribute__((target("avx512f"))) uint32_t
compare16_32bit_avx512(const InternalVersionT *vs, InternalVersionT rv) {
uint32_t r;
@@ -2044,7 +2012,6 @@ compare16_32bit_avx512(const InternalVersionT *vs, InternalVersionT rv) {
_mm512_setzero_epi32());
}
#endif
// GCOVR_EXCL_STOP
// Returns true if v[i] <= readVersion for all i such that begin <= is[i] < end
// Preconditions: begin <= end, end - begin < 256
@@ -2427,14 +2394,11 @@ bool checkMaxBetweenExclusiveImpl(Node *n, int begin, int end,
}
#if defined(HAS_AVX) && !defined(__SANITIZE_THREAD__)
// This gets covered in local development
// GCOVR_EXCL_START
__attribute__((target("avx512f"))) bool
checkMaxBetweenExclusive(Node *n, int begin, int end,
InternalVersionT readVersion, ReadContext *tls) {
return checkMaxBetweenExclusiveImpl<true>(n, begin, end, readVersion, tls);
}
// GCOVR_EXCL_STOP
__attribute__((target("default")))
#endif
bool checkMaxBetweenExclusive(Node *n, int begin, int end,

View File

@@ -24,15 +24,15 @@ Hardware for all benchmarks is an AMD Ryzen 9 7900 with (2x32GB) 5600MT/s CL28-3
| ns/op | op/s | err% | ins/op | cyc/op | IPC | bra/op | miss% | total | benchmark
|--------------------:|--------------------:|--------:|----------------:|----------------:|-------:|---------------:|--------:|----------:|:----------
| 11.04 | 90,614,308.12 | 0.8% | 180.38 | 55.13 | 3.272 | 41.51 | 0.4% | 0.01 | `point reads`
| 14.96 | 66,843,629.12 | 0.4% | 274.41 | 74.73 | 3.672 | 55.05 | 0.3% | 0.01 | `prefix reads`
| 37.06 | 26,982,847.61 | 0.2% | 791.04 | 185.28 | 4.269 | 142.67 | 0.2% | 0.01 | `range reads`
| 17.89 | 55,887,365.73 | 0.6% | 335.54 | 89.79 | 3.737 | 43.84 | 0.4% | 0.01 | `point writes`
| 31.85 | 31,394,336.65 | 0.3% | 615.32 | 159.63 | 3.855 | 87.69 | 0.2% | 0.01 | `prefix writes`
| 36.17 | 27,647,221.45 | 0.6% | 705.11 | 182.80 | 3.857 | 100.62 | 0.1% | 0.01 | `range writes`
| 79.01 | 12,656,457.78 | 0.7% | 1,498.35 | 402.46 | 3.723 | 270.50 | 0.1% | 0.01 | `monotonic increasing point writes`
| 303,667.50 | 3,293.08 | 1.1% | 3,931,273.00 | 1,612,702.50 | 2.438 | 806,223.33 | 0.0% | 0.01 | `worst case for radix tree`
| 83.70 | 11,947,443.83 | 0.7% | 1,738.03 | 429.06 | 4.051 | 270.01 | 0.0% | 0.01 | `create and destroy`
| 11.18 | 89,455,125.34 | 0.6% | 185.37 | 57.08 | 3.248 | 41.51 | 0.4% | 0.01 | `point reads`
| 14.53 | 68,800,688.89 | 0.4% | 282.41 | 74.80 | 3.776 | 55.06 | 0.3% | 0.01 | `prefix reads`
| 36.54 | 27,367,576.87 | 0.2% | 798.06 | 188.90 | 4.225 | 141.69 | 0.2% | 0.01 | `range reads`
| 16.69 | 59,912,106.02 | 0.6% | 314.57 | 86.29 | 3.645 | 39.84 | 0.4% | 0.01 | `point writes`
| 30.09 | 33,235,744.07 | 0.5% | 591.33 | 155.92 | 3.793 | 82.69 | 0.2% | 0.01 | `prefix writes`
| 35.77 | 27,956,388.03 | 1.4% | 682.25 | 187.63 | 3.636 | 96.12 | 0.1% | 0.01 | `range writes`
| 74.04 | 13,505,408.41 | 2.7% | 1,448.95 | 392.10 | 3.695 | 260.53 | 0.1% | 0.01 | `monotonic increasing point writes`
| 330,984.50 | 3,021.29 | 1.9% | 3,994,153.50 | 1,667,309.00 | 2.396 | 806,019.50 | 0.0% | 0.01 | `worst case for radix tree`
| 92.46 | 10,814,961.65 | 0.5% | 1,800.00 | 463.41 | 3.884 | 297.00 | 0.0% | 0.01 | `create and destroy`
# "Real data" test
@@ -47,7 +47,7 @@ Check: 4.47891 seconds, 364.05 MB/s, Add: 4.55599 seconds, 123.058 MB/s, Gc rati
## radix tree
```
Check: 0.958985 seconds, 1700.28 MB/s, Add: 1.35083 seconds, 415.044 MB/s, Gc ratio: 44.4768%, Peak idle memory: 2.33588e+06
Check: 0.953012 seconds, 1710.94 MB/s, Add: 1.30025 seconds, 431.188 MB/s, Gc ratio: 43.9816%, Peak idle memory: 2.28375e+06
```
## hash table

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