From 42d207ef30b80f3b81e01e28f9e794c341dfc78f Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 5 Jun 2018 13:15:42 -0700
Subject: [PATCH 001/116] Add tint with simple increment

---
 .gitignore          |   2 +
 GNUmakefile.in      |   5 ++
 datatype/TInt.hh    | 134 ++++++++++++++++++++++++++++++++++++++++++++
 test/CMakeLists.txt |   2 +
 test/unit-tint.cc   |  62 ++++++++++++++++++++
 5 files changed, 205 insertions(+)
 create mode 100644 datatype/TInt.hh
 create mode 100644 test/unit-tint.cc

diff --git a/.gitignore b/.gitignore
index 2070ab83..39a43b37 100644
--- a/.gitignore
+++ b/.gitignore
@@ -34,6 +34,8 @@
 /pqVsIt
 /ex-counter
 /unit-rcu
+/unit-dboindex
+/unit-tint
 /unit-tarray
 /unit-tbox
 /unit-tgeneric
diff --git a/GNUmakefile.in b/GNUmakefile.in
index 252ebc3d..2f02269e 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -95,6 +95,7 @@ UNIT_PROGRAMS = unit-tarray \
                 unit-tintpredicate \
 				unit-tcounter \
 				unit-tbox \
+				unit-tint \
 				unit-tgeneric \
 				unit-rcu \
 				unit-tvector \
@@ -112,6 +113,7 @@ ACT_UNIT_PROGRAMS = unit-tarray \
                     unit-tintpredicate \
                     unit-tcounter \
                     unit-tbox \
+                    unit-tint \
                     unit-rcu \
                     unit-tvector \
                     unit-tvector-nopred \
@@ -213,6 +215,9 @@ unit-tcounter: $(OBJ)/unit-tcounter.o $(STO_DEPS)
 unit-tbox: $(OBJ)/unit-tbox.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
+unit-tint: $(OBJ)/unit-tint.o $(STO_DEPS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
+
 unit-tgeneric: $(OBJ)/unit-tgeneric.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
diff --git a/datatype/TInt.hh b/datatype/TInt.hh
new file mode 100644
index 00000000..442aa691
--- /dev/null
+++ b/datatype/TInt.hh
@@ -0,0 +1,134 @@
+#pragma once
+
+#include "Sto.hh"
+
+// template <typename W = TOpaqueWrapped<int> >
+class TInt : public TObject {
+public:
+    typedef typename TOpaqueWrapped<int>::read_type read_type;
+    typedef typename TOpaqueWrapped<int>::version_type version_type;
+    static constexpr TransItem::flags_type delta_bit = TransItem::user0_bit;
+    static constexpr TransItem::flags_type assigned_bit = TransItem::user0_bit << 1;
+
+    TInt() {
+    }
+    template <typename... Args>
+    explicit TInt(Args&&... args)
+        : v_(std::forward<Args>(args)...) {
+    }
+
+    std::pair<bool, read_type> read_nothrow() const {
+        auto item = Sto::item(this, 0);
+
+        std::pair<bool, read_type> ret;
+        if (item.has_write())
+            ret = {true, item.template write_value<int>()};
+        else
+            ret = v_.read(item, vers_);
+
+        if (item.has_flag(delta_bit)) {
+            return {ret.first, ret.second + 1};
+        }
+        return ret;
+    }
+
+    read_type read() const {
+        auto result = read_nothrow();
+        if (!result.first)
+            throw Transaction::Abort();
+        else
+            return result.second;
+    }
+
+    void write(const int& x) {
+        auto item = Sto::item(this, 0);
+        item.acquire_write(vers_, x);
+        item.clear_flags(delta_bit);
+    }
+    void write(int&& x) {
+        auto item = Sto::item(this, 0);
+        item.acquire_write(vers_, std::move(x));
+        item.clear_flags(delta_bit);
+    }
+    template <typename... Args>
+    void write(Args&&... args) {
+        auto item = Sto::item(this, 0);
+        item.template acquire_write<int>(vers_, std::forward<Args>(args)...);
+        item.clear_flags(delta_bit);
+    }
+
+    operator read_type() const {
+        return read();
+    }
+    TInt& operator=(const int& x) {
+        write(x);
+        return *this;
+    }
+    TInt& operator=(int&& x) {
+        write(std::move(x));
+        return *this;
+    }
+    //template <typename V>
+    //TInt<TOpaqueWrapped<int>>& operator=(V&& x) {
+    //    write(std::forward<V>(x));
+    //    return *this;
+    //}
+    TInt& operator=(const TInt& x) {
+        write(x.read());
+        return *this;
+    }
+
+    void inc() {
+        // write(this->read() + x);
+        auto item = Sto::item(this, 0);
+        if (item.has_flag(delta_bit)) {
+            write(this->read() + 1);
+        } else {
+            item.add_flags(delta_bit);
+        }
+    }
+
+    const int& nontrans_read() const {
+        return v_.access();
+    }
+    int& nontrans_access() {
+        return v_.access();
+    }
+    void nontrans_write(const int& x) {
+        v_.access() = x;
+    }
+    void nontrans_write(int&& x) {
+        v_.access() = std::move(x);
+    }
+
+    // transactional methods
+    bool lock(TransItem& item, Transaction& txn) override {
+        return txn.try_lock(item, vers_);
+    }
+    bool check(TransItem& item, Transaction& txn) override {
+        return vers_.cp_check_version(txn, item);
+    }
+    void install(TransItem& item, Transaction& txn) override {
+        if (item.has_flag(delta_bit)) {
+            v_.write(std::move(item.template write_value<int>()) + 1);
+        } else {
+            v_.write(std::move(item.template write_value<int>()));
+        }
+        txn.set_version_unlock(vers_, item);
+    }
+    void unlock(TransItem& item) override {
+        vers_.cp_unlock(item);
+    }
+    void print(std::ostream& w, const TransItem& item) const override {
+        w << "{TInt<" << typeid(int).name() << "> " << (void*) this;
+        if (item.has_read())
+            w << " R" << item.read_value<version_type>();
+        if (item.has_write())
+            w << " =" << item.write_value<int>();
+        w << "}";
+    }
+
+protected:
+    version_type vers_;
+    TOpaqueWrapped<int> v_;
+};
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 468f9940..37ee067f 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -3,11 +3,13 @@ add_executable(unit-tflexarray unit-tflexarray.cc)
 add_executable(unit-swisstarray unit-swisstarray.cc)
 add_executable(unit-tarray unit-tarray.cc)
 add_executable(unit-tbox unit-tbox.cc)
+add_executable(unit-tint unit-tint.cc)
 add_executable(unit-dboindex unit-dboindex.cc)
 
 target_link_libraries(unit-swisstarray sto dprint)
 target_link_libraries(unit-tflexarray sto dprint)
 target_link_libraries(unit-tbox sto dprint)
+target_link_libraries(unit-tint sto dprint)
 target_link_libraries(unit-tarray sto dprint)
 target_link_libraries(concurrent sto rd clp dprint ${PLATFORM_LIBRARIES})
 target_link_libraries(unit-dboindex sto dprint db_index masstree json)
diff --git a/test/unit-tint.cc b/test/unit-tint.cc
new file mode 100644
index 00000000..5257298f
--- /dev/null
+++ b/test/unit-tint.cc
@@ -0,0 +1,62 @@
+#undef NDEBUG
+#include <string>
+#include <iostream>
+#include <cassert>
+#include <vector>
+#include "Sto.hh"
+#include "TInt.hh"
+//XXX disabled string wrapper due to unknown compiler issue
+//#include "StringWrapper.hh"
+
+#define GUARDED if (TransactionGuard tguard{})
+
+void testSimpleInt() {
+    TInt f;
+
+    {
+        TransactionGuard t;
+        f = 100;
+    }
+
+    {
+        TransactionGuard t2;
+        int f_read = f;
+        assert(f_read == 100);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testIncrement() {
+    TInt f;
+
+    {
+        TransactionGuard t;
+        f = 100;
+        f.inc();
+        int f_read = f;
+        assert(f_read == 101);
+        f = 10;
+        assert(f == 10);
+
+        f.inc();
+        f = f + 1;
+        assert(f == 12);
+        f.inc();
+        f.inc();
+    }
+
+    {
+        TransactionGuard t2;
+        int f_read = f;
+        assert(f_read == 14);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+int main() {
+    testSimpleInt();
+    testIncrement();
+    return 0;
+}

From b78709165bd9e1a69bf53961e2464428c0d0e1ca Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 6 Jun 2018 11:59:42 -0700
Subject: [PATCH 002/116] Better increment

---
 datatype/TInt.hh  |  50 ++++++++++---------
 test/unit-tint.cc | 121 ++++++++++++++++++++++++++++++++++++++++++++--
 2 files changed, 145 insertions(+), 26 deletions(-)

diff --git a/datatype/TInt.hh b/datatype/TInt.hh
index 442aa691..2679e69e 100644
--- a/datatype/TInt.hh
+++ b/datatype/TInt.hh
@@ -7,8 +7,7 @@ class TInt : public TObject {
 public:
     typedef typename TOpaqueWrapped<int>::read_type read_type;
     typedef typename TOpaqueWrapped<int>::version_type version_type;
-    static constexpr TransItem::flags_type delta_bit = TransItem::user0_bit;
-    static constexpr TransItem::flags_type assigned_bit = TransItem::user0_bit << 1;
+    static constexpr TransItem::flags_type assigned_bit = TransItem::user0_bit;
 
     TInt() {
     }
@@ -20,16 +19,20 @@ public:
     std::pair<bool, read_type> read_nothrow() const {
         auto item = Sto::item(this, 0);
 
-        std::pair<bool, read_type> ret;
-        if (item.has_write())
-            ret = {true, item.template write_value<int>()};
-        else
-            ret = v_.read(item, vers_);
-
-        if (item.has_flag(delta_bit)) {
-            return {ret.first, ret.second + 1};
+        if (!item.has_flag(assigned_bit)) {
+            auto x = v_.read(item, vers_);
+            if (item.has_write()) {
+                auto delta = item.template write_value<int>();
+                x = {x.first, x.second + delta};
+                // write(x.second);
+            }
+            return x;
+        } else {
+            if (item.has_write())
+                return {true, item.template write_value<int>()};
+            else
+                return v_.read(item, vers_);
         }
-        return ret;
     }
 
     read_type read() const {
@@ -43,18 +46,18 @@ public:
     void write(const int& x) {
         auto item = Sto::item(this, 0);
         item.acquire_write(vers_, x);
-        item.clear_flags(delta_bit);
+        item.add_flags(assigned_bit);
     }
     void write(int&& x) {
         auto item = Sto::item(this, 0);
         item.acquire_write(vers_, std::move(x));
-        item.clear_flags(delta_bit);
+        item.add_flags(assigned_bit);
     }
     template <typename... Args>
     void write(Args&&... args) {
         auto item = Sto::item(this, 0);
         item.template acquire_write<int>(vers_, std::forward<Args>(args)...);
-        item.clear_flags(delta_bit);
+        item.add_flags(assigned_bit);
     }
 
     operator read_type() const {
@@ -78,13 +81,18 @@ public:
         return *this;
     }
 
-    void inc() {
+    void inc(int n) {
         // write(this->read() + x);
         auto item = Sto::item(this, 0);
-        if (item.has_flag(delta_bit)) {
-            write(this->read() + 1);
+        if (item.has_read()) {
+            write(this->read() + n);
         } else {
-            item.add_flags(delta_bit);
+            // write(item.template write_value<int>() + n);
+            if (item.has_write()) {
+                item.acquire_write(vers_, item.template write_value<int>() + n);
+            } else {
+                item.acquire_write(vers_, n);
+            }
         }
     }
 
@@ -109,10 +117,8 @@ public:
         return vers_.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        if (item.has_flag(delta_bit)) {
-            v_.write(std::move(item.template write_value<int>()) + 1);
-        } else {
-            v_.write(std::move(item.template write_value<int>()));
+        if (item.has_write()) {
+            v_.write(this->read());
         }
         txn.set_version_unlock(vers_, item);
     }
diff --git a/test/unit-tint.cc b/test/unit-tint.cc
index 5257298f..4027bd50 100644
--- a/test/unit-tint.cc
+++ b/test/unit-tint.cc
@@ -5,6 +5,7 @@
 #include <vector>
 #include "Sto.hh"
 #include "TInt.hh"
+#include "Transaction.hh"
 //XXX disabled string wrapper due to unknown compiler issue
 //#include "StringWrapper.hh"
 
@@ -33,17 +34,17 @@ void testIncrement() {
     {
         TransactionGuard t;
         f = 100;
-        f.inc();
+        f.inc(1);
         int f_read = f;
         assert(f_read == 101);
         f = 10;
         assert(f == 10);
 
-        f.inc();
+        f.inc(1);
         f = f + 1;
         assert(f == 12);
-        f.inc();
-        f.inc();
+        f.inc(1);
+        f.inc(1);
     }
 
     {
@@ -55,8 +56,120 @@ void testIncrement() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+void test1() {
+    TInt x;
+
+    {
+        TransactionGuard t;
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        int tmp = x;
+        x.inc(1);
+        assert(tmp == 0);
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 1);
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        x.inc(1);
+        int tmp = x;
+        assert(tmp == 1);
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 1);
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        x.inc(1);
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 1);
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        x = 5;
+        x.inc(1);
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 6);
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        x.inc(1);
+        x.inc(1);
+        x.inc(1);
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 3);
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        x = 5;
+        x.inc(1);
+        int tmp = x;
+        assert(tmp == 6);
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 6);
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        x.inc(1);
+        x = 5;
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 5);
+        x = 0;
+    }
+
+    {
+        TransactionGuard t;
+        x.inc(1);
+        x = 5;
+        x.inc(1);
+    }
+
+    {
+        TransactionGuard t;
+        assert(x == 6);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
 int main() {
     testSimpleInt();
     testIncrement();
+    test1();
     return 0;
 }

From 252c26baa107301d9a5cb7602368d67820c6ccef Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 11 Jun 2018 11:21:38 -0700
Subject: [PATCH 003/116] Minor update

---
 datatype/TInt.hh | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/datatype/TInt.hh b/datatype/TInt.hh
index 2679e69e..669654f6 100644
--- a/datatype/TInt.hh
+++ b/datatype/TInt.hh
@@ -117,9 +117,7 @@ public:
         return vers_.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        if (item.has_write()) {
-            v_.write(this->read());
-        }
+        v_.write(std::move(item.template write_value<int>()));
         txn.set_version_unlock(vers_, item);
     }
     void unlock(TransItem& item) override {

From 7b67062e7aa17acc6b562bcb14a330d58cec9824 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 12 Jun 2018 08:36:13 -0700
Subject: [PATCH 004/116] Art in progress

---
 datatype/ART.hh     | 385 ++++++++++++++++++++++++++++++++++++++++++++
 datatype/TART.hh    |  64 ++++++++
 err.txt             |  47 ++++++
 test/CMakeLists.txt |   2 +
 test/unit-tart.cc   |  33 ++++
 5 files changed, 531 insertions(+)
 create mode 100644 datatype/ART.hh
 create mode 100644 datatype/TART.hh
 create mode 100644 err.txt
 create mode 100644 test/unit-tart.cc

diff --git a/datatype/ART.hh b/datatype/ART.hh
new file mode 100644
index 00000000..7be0bcb3
--- /dev/null
+++ b/datatype/ART.hh
@@ -0,0 +1,385 @@
+/*
+  Adaptive Radix Tree (without path compression)
+  Viktor Leis, 2012
+  leis@in.tum.de
+ */
+
+#include <stdlib.h>     // malloc, free
+#include <string.h>     // memset, memcpy
+#include <stdint.h>     // integer types
+#include <emmintrin.h>  // x86 SSE intrinsics
+#include <assert.h>
+#include <stdio.h>
+#include <sys/time.h>
+#include <set>
+#include <algorithm>
+
+// Constants for the node types
+static const int8_t NodeType4 = 0;
+static const int8_t NodeType16 = 1;
+static const int8_t NodeType48 = 2;
+static const int8_t NodeType256 = 3;
+
+// Shared header of all inner nodes
+struct Node {
+    uint16_t count;
+    int8_t type;
+
+    Node(int8_t type) : count(0), type(type) {}
+};
+
+// Node with up to 4 children
+struct Node4 : Node {
+    uint8_t key[4];
+    Node* child[4];
+
+    Node4() : Node(NodeType4) {}
+};
+
+// Node with up to 16 children
+struct Node16 : Node {
+    uint8_t key[16];
+    Node* child[16];
+
+    Node16() : Node(NodeType16) {}
+};
+
+const uint8_t emptyMarker = 48;
+
+// Node with up to 48 children
+struct Node48 : Node {
+    uint8_t childIndex[256];
+    Node* child[48];
+
+    Node48() : Node(NodeType48) {
+        memset(childIndex, emptyMarker, sizeof(childIndex));
+        memset(child, 0, sizeof(child));
+    }
+};
+
+// Node with up to 256 children
+struct Node256 : Node {
+    Node* child[256];
+
+    Node256() : Node(NodeType256) { memset(child, 0, sizeof(child)); }
+};
+
+Node* makeLeaf(uintptr_t tid) {
+    // Create a pseudo-leaf, that is stored directly in the pointer
+    return reinterpret_cast<Node*>((tid << 1) | 1);
+}
+
+uintptr_t getLeafValue(Node* node) {
+    // The the value stored in the pseudo-leaf
+    return reinterpret_cast<uintptr_t>(node) >> 1;
+}
+
+bool isLeaf(Node* node) {
+    // Is the node a leaf?
+    return reinterpret_cast<uintptr_t>(node) & 1;
+}
+
+uint8_t flipSign(uint8_t keyByte) {
+    // Flip the sign bit, enables signed SSE comparison of unsigned values, used
+    // by Node16
+    return keyByte ^ 128;
+}
+
+uint32_t* leaves;
+
+inline void loadKey(uintptr_t tid, uint8_t key[]) {
+    // Store the key of the tuple into the key vector
+    // Implementation is database specific
+    reinterpret_cast<uint32_t*>(key)[0] = __builtin_bswap32(leaves[tid]);
+}
+
+Node* nullNode = NULL;
+
+inline Node** findChildPtr(Node* n, uint8_t keyByte) {
+    // Find the next child location for the keyByte
+    switch (n->type) {
+        case NodeType4: {
+            Node4* node = static_cast<Node4*>(n);
+            for (unsigned i = 0; i < node->count; i++)
+                if (node->key[i] == keyByte)
+                    return &node->child[i];
+            return &nullNode;
+        }
+        case NodeType16: {
+            Node16* node = static_cast<Node16*>(n);
+            __m128i cmp = _mm_cmpeq_epi8(
+                _mm_set1_epi8(flipSign(keyByte)),
+                _mm_loadu_si128(reinterpret_cast<__m128i*>(node->key)));
+            uint16_t bitfield =
+                _mm_movemask_epi8(cmp) & (0xFFFF >> (16 - node->count));
+            if (bitfield)
+                return &node->child[__builtin_ctz(bitfield)];
+            else
+                return &nullNode;
+        }
+        case NodeType48: {
+            Node48* node = static_cast<Node48*>(n);
+            if (node->childIndex[keyByte] != emptyMarker)
+                return &node->child[node->childIndex[keyByte]];
+            else
+                return &nullNode;
+        }
+        case NodeType256: {
+            Node256* node = static_cast<Node256*>(n);
+            return &(node->child[keyByte]);
+        }
+    }
+    __builtin_unreachable();
+}
+
+bool leafMatches(Node* leaf,
+                 uint8_t key[],
+                 unsigned keyLength,
+                 unsigned depth,
+                 unsigned maxKeyLength) {
+    // Check if the key of the leaf is equal to the searched key
+    uint8_t leafKey[maxKeyLength];
+    loadKey(getLeafValue(leaf), leafKey);
+    for (unsigned i = depth; i < keyLength; i++)
+        if (leafKey[i] != key[i])
+            return false;
+    return true;
+}
+
+inline Node* lookup(Node* n,
+                    uint8_t* key,
+                    unsigned keyLength,
+                    unsigned maxKeyLength,
+                    unsigned depth = 0) {
+    // Lookup the key
+    if (n == NULL)
+        return NULL;
+
+    while (true) {
+    next:
+
+        if (isLeaf(n)) {
+            if (depth == keyLength ||
+                leafMatches(n, key, keyLength, depth, maxKeyLength))
+                return n;
+            return NULL;
+        }
+
+        uint8_t keyByte = key[depth++];
+        switch (n->type) {
+            case NodeType4: {
+                Node4* node = static_cast<Node4*>(n);
+                if (node->key[0] == keyByte) {
+                    n = node->child[0];
+                    goto next;
+                }
+                if (node->count == 1)
+                    return NULL;
+                if (node->key[1] == keyByte) {
+                    n = node->child[1];
+                    goto next;
+                }
+                if (node->count == 2)
+                    return NULL;
+                if (node->key[2] == keyByte) {
+                    n = node->child[2];
+                    goto next;
+                }
+                if (node->count == 3)
+                    return NULL;
+                if (node->key[3] == keyByte) {
+                    n = node->child[3];
+                    goto next;
+                }
+                return NULL;
+            }
+            case NodeType16: {
+                Node16* node = static_cast<Node16*>(n);
+                __m128i cmp = _mm_cmpeq_epi8(
+                    _mm_set1_epi8(flipSign(keyByte)),
+                    _mm_loadu_si128(reinterpret_cast<__m128i*>(node->key)));
+                unsigned bitfield =
+                    _mm_movemask_epi8(cmp) & ((1 << node->count) - 1);
+                if (bitfield) {
+                    n = node->child[__builtin_ctz(bitfield)];
+                    continue;
+                } else
+                    return NULL;
+            }
+            case NodeType48: {
+                Node48* node = static_cast<Node48*>(n);
+                if (node->childIndex[keyByte] != emptyMarker) {
+                    n = node->child[node->childIndex[keyByte]];
+                    continue;
+                } else
+                    return NULL;
+            }
+            case NodeType256: {
+                Node256* node = static_cast<Node256*>(n);
+                if (node->child[keyByte]) {
+                    n = node->child[keyByte];
+                    continue;
+                } else
+                    return NULL;
+            }
+        }
+        __builtin_unreachable();
+    }
+}
+
+// Forward references
+void insertNode4(Node4* node, Node** nodeRef, uint8_t keyByte, Node* child);
+void insertNode16(Node16* node, Node** nodeRef, uint8_t keyByte, Node* child);
+void insertNode48(Node48* node, Node** nodeRef, uint8_t keyByte, Node* child);
+void insertNode256(Node256* node, Node** nodeRef, uint8_t keyByte, Node* child);
+
+void insert(Node* node,
+            Node** nodeRef,
+            uint8_t key[],
+            uintptr_t value,
+            unsigned maxKeyLength,
+            unsigned depth = 0) {
+    // Insert the leaf value into the tree
+
+    if (node == NULL) {
+        *nodeRef = makeLeaf(value);
+        return;
+    }
+
+    if (isLeaf(node)) {
+        // Replace leaf with Node4 and store both leafs in it
+        uint8_t existingKey[maxKeyLength];
+        loadKey(getLeafValue(node), existingKey);
+
+        // assert(memcmp(key,existingKey,maxKeyLength)!=0);
+
+        Node4* newNode = new Node4();
+        *nodeRef = newNode;
+        insertNode4(newNode, nodeRef, existingKey[depth], node);
+
+        if (existingKey[depth] == key[depth])
+            insert(node, &newNode->child[0], key, value, maxKeyLength,
+                   depth + 1);
+        else
+            insertNode4(newNode, nodeRef, key[depth], makeLeaf(value));
+
+        return;
+    }
+
+    // Recurse
+    Node** child = findChildPtr(node, key[depth]);
+    if (*child) {
+        insert(*child, child, key, value, maxKeyLength, depth + 1);
+        return;
+    }
+
+    // Insert leaf into inner node
+    Node* newNode = makeLeaf(value);
+    switch (node->type) {
+        case NodeType4:
+            insertNode4(static_cast<Node4*>(node), nodeRef, key[depth],
+                        newNode);
+            break;
+        case NodeType16:
+            insertNode16(static_cast<Node16*>(node), nodeRef, key[depth],
+                         newNode);
+            break;
+        case NodeType48:
+            insertNode48(static_cast<Node48*>(node), nodeRef, key[depth],
+                         newNode);
+            break;
+        case NodeType256:
+            insertNode256(static_cast<Node256*>(node), nodeRef, key[depth],
+                          newNode);
+            break;
+    }
+}
+
+void insertNode4(Node4* node, Node** nodeRef, uint8_t keyByte, Node* child) {
+    // Insert leaf into inner node
+    if (node->count < 4) {
+        // Insert element
+        unsigned pos;
+        for (pos = 0; (pos < node->count) && (node->key[pos] < keyByte); pos++)
+            ;
+        memmove(node->key + pos + 1, node->key + pos, node->count - pos);
+        memmove(node->child + pos + 1, node->child + pos,
+                (node->count - pos) * sizeof(uintptr_t));
+        node->key[pos] = keyByte;
+        node->child[pos] = child;
+        node->count++;
+    } else {
+        // Grow to Node16
+        Node16* newNode = new Node16();
+        *nodeRef = newNode;
+        newNode->count = 4;
+        for (unsigned i = 0; i < 4; i++)
+            newNode->key[i] = flipSign(node->key[i]);
+        memcpy(newNode->child, node->child, node->count * sizeof(uintptr_t));
+        delete node;
+        return insertNode16(newNode, nodeRef, keyByte, child);
+    }
+}
+
+void insertNode16(Node16* node, Node** nodeRef, uint8_t keyByte, Node* child) {
+    // Insert leaf into inner node
+    if (node->count < 16) {
+        // Insert element
+        uint8_t keyByteFlipped = flipSign(keyByte);
+        __m128i cmp = _mm_cmplt_epi8(
+            _mm_set1_epi8(keyByteFlipped),
+            _mm_loadu_si128(reinterpret_cast<__m128i*>(node->key)));
+        uint16_t bitfield =
+            _mm_movemask_epi8(cmp) & (0xFFFF >> (16 - node->count));
+        unsigned pos = bitfield ? __builtin_ctz(bitfield) : node->count;
+        memmove(node->key + pos + 1, node->key + pos, node->count - pos);
+        memmove(node->child + pos + 1, node->child + pos,
+                (node->count - pos) * sizeof(uintptr_t));
+        node->key[pos] = keyByteFlipped;
+        node->child[pos] = child;
+        node->count++;
+    } else {
+        // Grow to Node48
+        Node48* newNode = new Node48();
+        *nodeRef = newNode;
+        memcpy(newNode->child, node->child, node->count * sizeof(uintptr_t));
+        for (unsigned i = 0; i < node->count; i++)
+            newNode->childIndex[flipSign(node->key[i])] = i;
+        newNode->count = node->count;
+        delete node;
+        return insertNode48(newNode, nodeRef, keyByte, child);
+    }
+}
+
+void insertNode48(Node48* node, Node** nodeRef, uint8_t keyByte, Node* child) {
+    // Insert leaf into inner node
+    if (node->count < 48) {
+        // Insert element
+        unsigned pos = node->count;
+        if (node->child[pos])
+            for (pos = 0; node->child[pos] != NULL; pos++)
+                ;
+        node->child[pos] = child;
+        node->childIndex[keyByte] = pos;
+        node->count++;
+    } else {
+        // Grow to Node256
+        Node256* newNode = new Node256();
+        for (unsigned i = 0; i < 256; i++)
+            if (node->childIndex[i] != 48)
+                newNode->child[i] = node->child[node->childIndex[i]];
+        newNode->count = node->count;
+        *nodeRef = newNode;
+        delete node;
+        return insertNode256(newNode, nodeRef, keyByte, child);
+    }
+}
+
+void insertNode256(Node256* node,
+                   Node** nodeRef,
+                   uint8_t keyByte,
+                   Node* child) {
+    // Insert leaf into inner node
+    node->count++;
+    node->child[keyByte] = child;
+}
diff --git a/datatype/TART.hh b/datatype/TART.hh
new file mode 100644
index 00000000..8e733eda
--- /dev/null
+++ b/datatype/TART.hh
@@ -0,0 +1,64 @@
+#pragma once
+#include "config.h"
+#include "compiler.hh"
+#include <vector>
+#include "Interface.hh"
+#include "Transaction.hh"
+#include "TWrapped.hh"
+#include "simple_str.hh"
+#include "print_value.hh"
+#include "ART.hh"
+
+class TART : public TObject {
+public:
+    typedef uint8_t* Key;
+    typedef uint8_t* key_type;
+    typedef uintptr_t Value;
+    typedef uintptr_t Value_type;
+
+    typedef typename TOpaqueWrapped<Node>::version_type version_type;
+
+    std::pair<bool, Value> transGet(Key k) {
+        auto item = Sto::item(this, k);
+        if (item.has_write()) {
+            return {true, item.template write_value<Value>()};
+        } else {
+            std::pair<bool, Value> ret;
+            lock(vers_);
+            auto search = root_.read(item, vers_);
+            Value val = lookup(search.second, k, 4, 4);
+            ret = {search.first, val};
+            unlock(vers_);
+            return ret;
+        }
+    }
+
+    void transPut(Key k, Value v) {
+        Sto::item(this, k).acquire_write(vers_, v);
+    }
+
+    bool lock(TransItem& item, Transaction& txn) override {
+        return txn.try_lock(item, vers_);
+    }
+    bool check(TransItem& item, Transaction& txn) override {
+        return vers_.cp_check_version(txn, item);
+    }
+    void install(TransItem& item, Transaction& txn) override {
+        root_.write(std::move(item.template write_value<Value>()));
+        txn.set_version_unlock(vers_, item);
+    }
+    void unlock(TransItem& item) override {
+        vers_.cp_unlock(item);
+    }
+    void print(std::ostream& w, const TransItem& item) const override {
+        w << "{TART<" << typeid(int).name() << "> " << (void*) this;
+        if (item.has_read())
+            w << " R" << item.read_value<version_type>();
+        if (item.has_write())
+            w << " =" << item.write_value<int>();
+        w << "}";
+    }
+protected:
+    version_type vers_;
+    TOpaqueWrapped<Node> root_;
+};
diff --git a/err.txt b/err.txt
new file mode 100644
index 00000000..d8c86fda
--- /dev/null
+++ b/err.txt
@@ -0,0 +1,47 @@
+g++ -std=c++11 -Imasstree-beta -Ithird-party/xxHash -Ilib -Isto-core -Ilegacy -Idatatype -Ibenchmark  -W -Wall -Wextra -O3 -g -MD -MF .deps/unit-tart.d -MP -include config.h -c -o obj/unit-tart.o test/unit-tart.cc
+In file included from datatype/TART.hh:10:0,
+                 from test/unit-tart.cc:7:
+datatype/ART.hh: In function ‘void insertNode256(Node256*, Node**, uint8_t, Node*)’:
+datatype/ART.hh:379:27: warning: unused parameter ‘nodeRef’ [-Wunused-parameter]
+                    Node** nodeRef,
+                           ^~~~~~~
+In file included from test/unit-tart.cc:7:0:
+datatype/TART.hh: In member function ‘std::pair<bool, long unsigned int> TART::transGet(TART::Key)’:
+datatype/TART.hh:27:23: error: no matching function for call to ‘TART::lock(TART::version_type&)’
+             lock(vers_);
+                       ^
+datatype/TART.hh:40:10: note: candidate: virtual bool TART::lock(TransItem&, Transaction&)
+     bool lock(TransItem& item, Transaction& txn) override {
+          ^~~~
+datatype/TART.hh:40:10: note:   candidate expects 2 arguments, 1 provided
+datatype/TART.hh:29:54: error: cannot convert ‘Node’ to ‘Node*’ for argument ‘1’ to ‘Node* lookup(Node*, uint8_t*, unsigned int, unsigned int, unsigned int)’
+             Value val = lookup(search.second, k, 4, 4);
+                                                      ^
+datatype/TART.hh:31:25: error: no matching function for call to ‘TART::unlock(TART::version_type&)’
+             unlock(vers_);
+                         ^
+datatype/TART.hh:50:10: note: candidate: virtual void TART::unlock(TransItem&)
+     void unlock(TransItem& item) override {
+          ^~~~~~
+datatype/TART.hh:50:10: note:   no known conversion for argument 1 from ‘TART::version_type {aka TVersion}’ to ‘TransItem&’
+In file included from sto-core/Sto.hh:7:0,
+                 from test/unit-tart.cc:6:
+sto-core/TWrapped.hh: In instantiation of ‘TWrapped<T, true, true, Small>::TWrapped(Args&& ...) [with Args = {}; T = Node; bool Small = false]’:
+datatype/TART.hh:12:7:   required from here
+sto-core/TWrapped.hh:380:41: error: no matching function for call to ‘Node::Node()’
+         : v_(std::forward<Args>(args)...) {
+                                         ^
+In file included from datatype/TART.hh:10:0,
+                 from test/unit-tart.cc:7:
+datatype/ART.hh:28:5: note: candidate: Node::Node(int8_t)
+     Node(int8_t type) : count(0), type(type) {}
+     ^~~~
+datatype/ART.hh:28:5: note:   candidate expects 1 argument, 0 provided
+datatype/ART.hh:24:8: note: candidate: constexpr Node::Node(const Node&)
+ struct Node {
+        ^~~~
+datatype/ART.hh:24:8: note:   candidate expects 1 argument, 0 provided
+datatype/ART.hh:24:8: note: candidate: constexpr Node::Node(Node&&)
+datatype/ART.hh:24:8: note:   candidate expects 1 argument, 0 provided
+GNUmakefile:169: recipe for target 'obj/unit-tart.o' failed
+make: *** [obj/unit-tart.o] Error 1
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 37ee067f..baeaace7 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -4,12 +4,14 @@ add_executable(unit-swisstarray unit-swisstarray.cc)
 add_executable(unit-tarray unit-tarray.cc)
 add_executable(unit-tbox unit-tbox.cc)
 add_executable(unit-tint unit-tint.cc)
+add_executable(unit-tart unit-tart.cc)
 add_executable(unit-dboindex unit-dboindex.cc)
 
 target_link_libraries(unit-swisstarray sto dprint)
 target_link_libraries(unit-tflexarray sto dprint)
 target_link_libraries(unit-tbox sto dprint)
 target_link_libraries(unit-tint sto dprint)
+target_link_libraries(unit-tart sto dprint)
 target_link_libraries(unit-tarray sto dprint)
 target_link_libraries(concurrent sto rd clp dprint ${PLATFORM_LIBRARIES})
 target_link_libraries(unit-dboindex sto dprint db_index masstree json)
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
new file mode 100644
index 00000000..b4ef8ab3
--- /dev/null
+++ b/test/unit-tart.cc
@@ -0,0 +1,33 @@
+#undef NDEBUG
+#include <string>
+#include <iostream>
+#include <cassert>
+#include <vector>
+#include "Sto.hh"
+#include "TART.hh"
+#include "Transaction.hh"
+
+#define GUARDED if (TransactionGuard tguard{})
+
+void testSimple() {
+    TART a;
+
+    {
+        TransactionGuard t;
+        uint8_t key[4] = {0, 0, 0, 0};
+        a.transPut(key, 123);
+        auto x = a.transGet(key);
+        assert(x.second == 123);
+    }
+
+    {
+        TransactionGuard t2;
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+int main() {
+    testSimple();
+    return 0;
+}

From da6feb3fc8cfb9c22b526c094ab38b0712892dfd Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 12 Jun 2018 11:36:59 -0700
Subject: [PATCH 005/116] Better ART

---
 .gitignore        |  1 +
 datatype/TART.hh  | 37 +++++++++++++++++++++++++------------
 err.txt           | 47 -----------------------------------------------
 test/unit-tart.cc |  5 +++--
 4 files changed, 29 insertions(+), 61 deletions(-)
 delete mode 100644 err.txt

diff --git a/.gitignore b/.gitignore
index 39a43b37..f4af957b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -36,6 +36,7 @@
 /unit-rcu
 /unit-dboindex
 /unit-tint
+/unit-tart
 /unit-tarray
 /unit-tbox
 /unit-tgeneric
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 8e733eda..fb640d29 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -11,40 +11,53 @@
 
 class TART : public TObject {
 public:
-    typedef uint8_t* Key;
-    typedef uint8_t* key_type;
+    typedef uint8_t Key[4];
+    typedef uint8_t key_type[4];
     typedef uintptr_t Value;
     typedef uintptr_t Value_type;
+    typedef std::pair<Key, Value> item_value;
 
-    typedef typename TOpaqueWrapped<Node>::version_type version_type;
+    typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
+    typedef typename std::conditional<true, TWrapped<Value>, TNonopaqueWrapped<Value>>::type wrapped_type;
+
+    TART() {
+        leaves = new uint32_t[0];
+    }
 
     std::pair<bool, Value> transGet(Key k) {
         auto item = Sto::item(this, k);
         if (item.has_write()) {
-            return {true, item.template write_value<Value>()};
+            auto val = item.template write_value<item_value>();
+            return {true, val.second};
         } else {
             std::pair<bool, Value> ret;
-            lock(vers_);
+            vers_.lock_exclusive();
             auto search = root_.read(item, vers_);
-            Value val = lookup(search.second, k, 4, 4);
+            Node* n = lookup(search.second, k, 4, 4);
+            Value val = getLeafValue(n);
             ret = {search.first, val};
-            unlock(vers_);
+            vers_.unlock_exclusive();
             return ret;
         }
     }
 
     void transPut(Key k, Value v) {
-        Sto::item(this, k).acquire_write(vers_, v);
+        std::pair<uintptr_t, uintptr_t> wv = {(uintptr_t) k, v};
+        Sto::item(this, k).acquire_write(vers_, wv);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
+        // call is locked here
         return txn.try_lock(item, vers_);
     }
     bool check(TransItem& item, Transaction& txn) override {
         return vers_.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        root_.write(std::move(item.template write_value<Value>()));
+        // root_.write(std::move(item.template write_value<Value>()));
+        // only valid on last install
+        item_value val = item.template write_value<item_value>();
+        insert(root_.access(), &root_.access(), val.first, val.second, 4, 4);
         txn.set_version_unlock(vers_, item);
     }
     void unlock(TransItem& item) override {
@@ -53,12 +66,12 @@ public:
     void print(std::ostream& w, const TransItem& item) const override {
         w << "{TART<" << typeid(int).name() << "> " << (void*) this;
         if (item.has_read())
-            w << " R" << item.read_value<version_type>();
+            w << " R" << item.read_value<Version_type>();
         if (item.has_write())
             w << " =" << item.write_value<int>();
         w << "}";
     }
 protected:
-    version_type vers_;
-    TOpaqueWrapped<Node> root_;
+    Version_type vers_;
+    TOpaqueWrapped<Node*> root_;
 };
diff --git a/err.txt b/err.txt
deleted file mode 100644
index d8c86fda..00000000
--- a/err.txt
+++ /dev/null
@@ -1,47 +0,0 @@
-g++ -std=c++11 -Imasstree-beta -Ithird-party/xxHash -Ilib -Isto-core -Ilegacy -Idatatype -Ibenchmark  -W -Wall -Wextra -O3 -g -MD -MF .deps/unit-tart.d -MP -include config.h -c -o obj/unit-tart.o test/unit-tart.cc
-In file included from datatype/TART.hh:10:0,
-                 from test/unit-tart.cc:7:
-datatype/ART.hh: In function ‘void insertNode256(Node256*, Node**, uint8_t, Node*)’:
-datatype/ART.hh:379:27: warning: unused parameter ‘nodeRef’ [-Wunused-parameter]
-                    Node** nodeRef,
-                           ^~~~~~~
-In file included from test/unit-tart.cc:7:0:
-datatype/TART.hh: In member function ‘std::pair<bool, long unsigned int> TART::transGet(TART::Key)’:
-datatype/TART.hh:27:23: error: no matching function for call to ‘TART::lock(TART::version_type&)’
-             lock(vers_);
-                       ^
-datatype/TART.hh:40:10: note: candidate: virtual bool TART::lock(TransItem&, Transaction&)
-     bool lock(TransItem& item, Transaction& txn) override {
-          ^~~~
-datatype/TART.hh:40:10: note:   candidate expects 2 arguments, 1 provided
-datatype/TART.hh:29:54: error: cannot convert ‘Node’ to ‘Node*’ for argument ‘1’ to ‘Node* lookup(Node*, uint8_t*, unsigned int, unsigned int, unsigned int)’
-             Value val = lookup(search.second, k, 4, 4);
-                                                      ^
-datatype/TART.hh:31:25: error: no matching function for call to ‘TART::unlock(TART::version_type&)’
-             unlock(vers_);
-                         ^
-datatype/TART.hh:50:10: note: candidate: virtual void TART::unlock(TransItem&)
-     void unlock(TransItem& item) override {
-          ^~~~~~
-datatype/TART.hh:50:10: note:   no known conversion for argument 1 from ‘TART::version_type {aka TVersion}’ to ‘TransItem&’
-In file included from sto-core/Sto.hh:7:0,
-                 from test/unit-tart.cc:6:
-sto-core/TWrapped.hh: In instantiation of ‘TWrapped<T, true, true, Small>::TWrapped(Args&& ...) [with Args = {}; T = Node; bool Small = false]’:
-datatype/TART.hh:12:7:   required from here
-sto-core/TWrapped.hh:380:41: error: no matching function for call to ‘Node::Node()’
-         : v_(std::forward<Args>(args)...) {
-                                         ^
-In file included from datatype/TART.hh:10:0,
-                 from test/unit-tart.cc:7:
-datatype/ART.hh:28:5: note: candidate: Node::Node(int8_t)
-     Node(int8_t type) : count(0), type(type) {}
-     ^~~~
-datatype/ART.hh:28:5: note:   candidate expects 1 argument, 0 provided
-datatype/ART.hh:24:8: note: candidate: constexpr Node::Node(const Node&)
- struct Node {
-        ^~~~
-datatype/ART.hh:24:8: note:   candidate expects 1 argument, 0 provided
-datatype/ART.hh:24:8: note: candidate: constexpr Node::Node(Node&&)
-datatype/ART.hh:24:8: note:   candidate expects 1 argument, 0 provided
-GNUmakefile:169: recipe for target 'obj/unit-tart.o' failed
-make: *** [obj/unit-tart.o] Error 1
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index b4ef8ab3..c466b69c 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -16,12 +16,13 @@ void testSimple() {
         TransactionGuard t;
         uint8_t key[4] = {0, 0, 0, 0};
         a.transPut(key, 123);
-        auto x = a.transGet(key);
-        assert(x.second == 123);
     }
 
     {
         TransactionGuard t2;
+        uint8_t key[4] = {0, 0, 0, 0};
+        auto x = a.transGet(key);
+        assert(x.second == 123);
     }
 
     printf("PASS: %s\n", __FUNCTION__);

From c2684bda10ff42d1e19a5b229c28d9b4b0a51e30 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 13 Jun 2018 08:45:05 -0700
Subject: [PATCH 006/116] Not working yet

---
 datatype/ART.hh   |  2 +-
 datatype/TART.hh  | 24 +++++++++++++++++-------
 test/unit-tart.cc | 11 +++++++----
 3 files changed, 25 insertions(+), 12 deletions(-)

diff --git a/datatype/ART.hh b/datatype/ART.hh
index 7be0bcb3..877aedbd 100644
--- a/datatype/ART.hh
+++ b/datatype/ART.hh
@@ -235,7 +235,7 @@ void insertNode256(Node256* node, Node** nodeRef, uint8_t keyByte, Node* child);
 
 void insert(Node* node,
             Node** nodeRef,
-            uint8_t key[],
+            const uint8_t key[],
             uintptr_t value,
             unsigned maxKeyLength,
             unsigned depth = 0) {
diff --git a/datatype/TART.hh b/datatype/TART.hh
index fb640d29..9c0a9eb5 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -15,7 +15,6 @@ public:
     typedef uint8_t key_type[4];
     typedef uintptr_t Value;
     typedef uintptr_t Value_type;
-    typedef std::pair<Key, Value> item_value;
 
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<Value>, TNonopaqueWrapped<Value>>::type wrapped_type;
@@ -27,8 +26,8 @@ public:
     std::pair<bool, Value> transGet(Key k) {
         auto item = Sto::item(this, k);
         if (item.has_write()) {
-            auto val = item.template write_value<item_value>();
-            return {true, val.second};
+            auto val = item.template write_value<Value>();
+            return {true, val};
         } else {
             std::pair<bool, Value> ret;
             vers_.lock_exclusive();
@@ -36,18 +35,27 @@ public:
             Node* n = lookup(search.second, k, 4, 4);
             Value val = getLeafValue(n);
             ret = {search.first, val};
+            printf("get key: [%d, %d, %d, %d] val: %lu\n", k[0], k[1], k[2], k[3], val);
             vers_.unlock_exclusive();
             return ret;
         }
     }
 
     void transPut(Key k, Value v) {
-        std::pair<uintptr_t, uintptr_t> wv = {(uintptr_t) k, v};
-        Sto::item(this, k).acquire_write(vers_, wv);
+        printf("put key: [%d, %d, %d, %d] val: %lu\n", k[0], k[1], k[2], k[3], v);
+        // uint8_t* newKey = (uint8_t*) malloc(sizeof(uint8_t)*4);
+        // memcpy(newKey, k, sizeof(uint8_t)*4);
+        Sto::item(this, k).acquire_write(vers_, v);
+        TransItem& item = Sto::item(this, k);
+        const uint8_t* key = item.template key<Key>();
+        printf("put key: [%d, %d, %d, %d] val: %lu\n", key[0], key[1], key[2], key[3], v);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
         // call is locked here
+        if (vers_.is_locked_here()) {
+            return true;
+        }
         return txn.try_lock(item, vers_);
     }
     bool check(TransItem& item, Transaction& txn) override {
@@ -56,8 +64,10 @@ public:
     void install(TransItem& item, Transaction& txn) override {
         // root_.write(std::move(item.template write_value<Value>()));
         // only valid on last install
-        item_value val = item.template write_value<item_value>();
-        insert(root_.access(), &root_.access(), val.first, val.second, 4, 4);
+        Value val = item.template write_value<Value>();
+        const uint8_t* key = item.template key<Key>();
+        insert(root_.access(), &root_.access(), key, val, 4, 4);
+        printf("install key: [%d, %d, %d, %d] val: %lu\n", key[0], key[1], key[2], key[3], val);
         txn.set_version_unlock(vers_, item);
     }
     void unlock(TransItem& item) override {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index c466b69c..6879ec18 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -12,17 +12,20 @@
 void testSimple() {
     TART a;
 
+    uint8_t key1[4] = {0, 0, 0, 0};
+    uint8_t key2[4] = {0, 0, 0, 1};
     {
         TransactionGuard t;
-        uint8_t key[4] = {0, 0, 0, 0};
-        a.transPut(key, 123);
+        a.transPut(key1, 123);
+        a.transPut(key2, 321);
     }
 
     {
         TransactionGuard t2;
-        uint8_t key[4] = {0, 0, 0, 0};
-        auto x = a.transGet(key);
+        auto x = a.transGet(key1);
+        auto y = a.transGet(key2);
         assert(x.second == 123);
+        assert(y.second == 321);
     }
 
     printf("PASS: %s\n", __FUNCTION__);

From 6207f0c28938c9b9aa42fdb7d52452c29cb7d6f6 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 13 Jun 2018 19:28:06 -0700
Subject: [PATCH 007/116] Use libart ART implementation

---
 datatype/ART.hh   | 1419 +++++++++++++++++++++++++++++++++++----------
 datatype/TART.hh  |   23 +-
 test/unit-tart.cc |    4 +-
 3 files changed, 1112 insertions(+), 334 deletions(-)

diff --git a/datatype/ART.hh b/datatype/ART.hh
index 877aedbd..3455c7c4 100644
--- a/datatype/ART.hh
+++ b/datatype/ART.hh
@@ -1,385 +1,1164 @@
+#include <stdint.h>
+#ifndef ART_H
+#define ART_H
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+#define NODE4   1
+#define NODE16  2
+#define NODE48  3
+#define NODE256 4
+
+#define MAX_PREFIX_LEN 10
+
+#if defined(__GNUC__) && !defined(__clang__)
+# if __STDC_VERSION__ >= 199901L && 402 == (__GNUC__ * 100 + __GNUC_MINOR__)
 /*
-  Adaptive Radix Tree (without path compression)
-  Viktor Leis, 2012
-  leis@in.tum.de
+ * GCC 4.2.2's C99 inline keyword support is pretty broken; avoid. Introduced in
+ * GCC 4.2.something, fixed in 4.3.0. So checking for specific major.minor of
+ * 4.2 is fine.
  */
+#  define BROKEN_GCC_C99_INLINE
+# endif
+#endif
 
-#include <stdlib.h>     // malloc, free
-#include <string.h>     // memset, memcpy
-#include <stdint.h>     // integer types
-#include <emmintrin.h>  // x86 SSE intrinsics
-#include <assert.h>
+typedef int(*art_callback)(void *data, const unsigned char *key, uint32_t key_len, void *value);
+
+/**
+ * This struct is included as part
+ * of all the various node sizes
+ */
+typedef struct {
+    uint8_t type;
+    uint8_t num_children;
+    uint32_t partial_len;
+    unsigned char partial[MAX_PREFIX_LEN];
+} art_node;
+
+/**
+ * Small node with only 4 children
+ */
+typedef struct {
+    art_node n;
+    unsigned char keys[4];
+    art_node *children[4];
+} art_node4;
+
+/**
+ * Node with 16 children
+ */
+typedef struct {
+    art_node n;
+    unsigned char keys[16];
+    art_node *children[16];
+} art_node16;
+
+/**
+ * Node with 48 children, but
+ * a full 256 byte field.
+ */
+typedef struct {
+    art_node n;
+    unsigned char keys[256];
+    art_node *children[48];
+} art_node48;
+
+/**
+ * Full node with 256 children
+ */
+typedef struct {
+    art_node n;
+    art_node *children[256];
+} art_node256;
+
+/**
+ * Represents a leaf. These are
+ * of arbitrary size, as they include the key.
+ */
+typedef struct {
+    void *value;
+    uint32_t key_len;
+    unsigned char key[];
+} art_leaf;
+
+/**
+ * Main struct, points to root.
+ */
+typedef struct {
+    art_node *root;
+    uint64_t size;
+} art_tree;
+
+/**
+ * Initializes an ART tree
+ * @return 0 on success.
+ */
+int art_tree_init(art_tree *t);
+
+/**
+ * DEPRECATED
+ * Initializes an ART tree
+ * @return 0 on success.
+ */
+#define init_art_tree(...) art_tree_init(__VA_ARGS__)
+
+/**
+ * Destroys an ART tree
+ * @return 0 on success.
+ */
+int art_tree_destroy(art_tree *t);
+
+/**
+ * DEPRECATED
+ * Initializes an ART tree
+ * @return 0 on success.
+ */
+#define destroy_art_tree(...) art_tree_destroy(__VA_ARGS__)
+
+/**
+ * Returns the size of the ART tree.
+ */
+#ifdef BROKEN_GCC_C99_INLINE
+# define art_size(t) ((t)->size)
+#else
+inline uint64_t art_size(art_tree *t) {
+    return t->size;
+}
+#endif
+
+/**
+ * Inserts a new value into the ART tree
+ * @arg t The tree
+ * @arg key The key
+ * @arg key_len The length of the key
+ * @arg value Opaque value.
+ * @return NULL if the item was newly inserted, otherwise
+ * the old value pointer is returned.
+ */
+void* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value);
+
+/**
+ * Deletes a value from the ART tree
+ * @arg t The tree
+ * @arg key The key
+ * @arg key_len The length of the key
+ * @return NULL if the item was not found, otherwise
+ * the value pointer is returned.
+ */
+void* art_delete(art_tree *t, const unsigned char *key, int key_len);
+
+/**
+ * Searches for a value in the ART tree
+ * @arg t The tree
+ * @arg key The key
+ * @arg key_len The length of the key
+ * @return NULL if the item was not found, otherwise
+ * the value pointer is returned.
+ */
+void* art_search(const art_tree *t, const unsigned char *key, int key_len);
+
+/**
+ * Returns the minimum valued leaf
+ * @return The minimum leaf or NULL
+ */
+art_leaf* art_minimum(art_tree *t);
+
+/**
+ * Returns the maximum valued leaf
+ * @return The maximum leaf or NULL
+ */
+art_leaf* art_maximum(art_tree *t);
+
+/**
+ * Iterates through the entries pairs in the map,
+ * invoking a callback for each. The call back gets a
+ * key, value for each and returns an integer stop value.
+ * If the callback returns non-zero, then the iteration stops.
+ * @arg t The tree to iterate over
+ * @arg cb The callback function to invoke
+ * @arg data Opaque handle passed to the callback
+ * @return 0 on success, or the return of the callback.
+ */
+int art_iter(art_tree *t, art_callback cb, void *data);
+
+/**
+ * Iterates through the entries pairs in the map,
+ * invoking a callback for each that matches a given prefix.
+ * The call back gets a key, value for each and returns an integer stop value.
+ * If the callback returns non-zero, then the iteration stops.
+ * @arg t The tree to iterate over
+ * @arg prefix The prefix of keys to read
+ * @arg prefix_len The length of the prefix
+ * @arg cb The callback function to invoke
+ * @arg data Opaque handle passed to the callback
+ * @return 0 on success, or the return of the callback.
+ */
+int art_iter_prefix(art_tree *t, const unsigned char *prefix, int prefix_len, art_callback cb, void *data);
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif
+
+#include <stdlib.h>
+#include <string.h>
+#include <strings.h>
 #include <stdio.h>
-#include <sys/time.h>
-#include <set>
-#include <algorithm>
-
-// Constants for the node types
-static const int8_t NodeType4 = 0;
-static const int8_t NodeType16 = 1;
-static const int8_t NodeType48 = 2;
-static const int8_t NodeType256 = 3;
-
-// Shared header of all inner nodes
-struct Node {
-    uint16_t count;
-    int8_t type;
-
-    Node(int8_t type) : count(0), type(type) {}
-};
-
-// Node with up to 4 children
-struct Node4 : Node {
-    uint8_t key[4];
-    Node* child[4];
-
-    Node4() : Node(NodeType4) {}
-};
-
-// Node with up to 16 children
-struct Node16 : Node {
-    uint8_t key[16];
-    Node* child[16];
-
-    Node16() : Node(NodeType16) {}
-};
-
-const uint8_t emptyMarker = 48;
-
-// Node with up to 48 children
-struct Node48 : Node {
-    uint8_t childIndex[256];
-    Node* child[48];
-
-    Node48() : Node(NodeType48) {
-        memset(childIndex, emptyMarker, sizeof(childIndex));
-        memset(child, 0, sizeof(child));
+#include <assert.h>
+
+#ifdef __i386__
+    #include <emmintrin.h>
+#else
+#ifdef __amd64__
+    #include <emmintrin.h>
+#endif
+#endif
+
+/**
+ * Macros to manipulate pointer tags
+ */
+#define IS_LEAF(x) (((uintptr_t)x & 1))
+#define SET_LEAF(x) ((void*)((uintptr_t)x | 1))
+#define LEAF_RAW(x) ((art_leaf*)((void*)((uintptr_t)x & ~1)))
+
+/**
+ * Allocates a node of the given type,
+ * initializes to zero and sets the type.
+ */
+static art_node* alloc_node(uint8_t type) {
+    art_node* n;
+    switch (type) {
+        case NODE4:
+            n = (art_node*)calloc(1, sizeof(art_node4));
+            break;
+        case NODE16:
+            n = (art_node*)calloc(1, sizeof(art_node16));
+            break;
+        case NODE48:
+            n = (art_node*)calloc(1, sizeof(art_node48));
+            break;
+        case NODE256:
+            n = (art_node*)calloc(1, sizeof(art_node256));
+            break;
+        default:
+            abort();
+    }
+    n->type = type;
+    return n;
+}
+
+/**
+ * Initializes an ART tree
+ * @return 0 on success.
+ */
+int art_tree_init(art_tree *t) {
+    t->root = NULL;
+    t->size = 0;
+    return 0;
+}
+
+// Recursively destroys the tree
+static void destroy_node(art_node *n) {
+    // Break if null
+    if (!n) return;
+
+    // Special case leafs
+    if (IS_LEAF(n)) {
+        free(LEAF_RAW(n));
+        return;
+    }
+
+    // Handle each node type
+    int i, idx;
+    union {
+        art_node4 *p1;
+        art_node16 *p2;
+        art_node48 *p3;
+        art_node256 *p4;
+    } p;
+    switch (n->type) {
+        case NODE4:
+            p.p1 = (art_node4*)n;
+            for (i=0;i<n->num_children;i++) {
+                destroy_node(p.p1->children[i]);
+            }
+            break;
+
+        case NODE16:
+            p.p2 = (art_node16*)n;
+            for (i=0;i<n->num_children;i++) {
+                destroy_node(p.p2->children[i]);
+            }
+            break;
+
+        case NODE48:
+            p.p3 = (art_node48*)n;
+            for (i=0;i<256;i++) {
+                idx = ((art_node48*)n)->keys[i]; 
+                if (!idx) continue; 
+                destroy_node(p.p3->children[idx-1]);
+            }
+            break;
+
+        case NODE256:
+            p.p4 = (art_node256*)n;
+            for (i=0;i<256;i++) {
+                if (p.p4->children[i])
+                    destroy_node(p.p4->children[i]);
+            }
+            break;
+
+        default:
+            abort();
     }
-};
 
-// Node with up to 256 children
-struct Node256 : Node {
-    Node* child[256];
+    // Free ourself on the way up
+    free(n);
+}
+
+/**
+ * Destroys an ART tree
+ * @return 0 on success.
+ */
+int art_tree_destroy(art_tree *t) {
+    destroy_node(t->root);
+    return 0;
+}
+
+/**
+ * Returns the size of the ART tree.
+ */
+
+#ifndef BROKEN_GCC_C99_INLINE
+extern inline uint64_t art_size(art_tree *t);
+#endif
+
+static art_node** find_child(art_node *n, unsigned char c) {
+    int i, mask, bitfield;
+    union {
+        art_node4 *p1;
+        art_node16 *p2;
+        art_node48 *p3;
+        art_node256 *p4;
+    } p;
+    switch (n->type) {
+        case NODE4:
+            p.p1 = (art_node4*)n;
+            for (i=0 ; i < n->num_children; i++) {
+		/* this cast works around a bug in gcc 5.1 when unrolling loops
+		 * https://gcc.gnu.org/bugzilla/show_bug.cgi?id=59124
+		 */
+                if (((unsigned char*)p.p1->keys)[i] == c)
+                    return &p.p1->children[i];
+            }
+            break;
+
+        {
+        case NODE16:
+            p.p2 = (art_node16*)n;
+
+            // support non-86 architectures
+            #ifdef __i386__
+                // Compare the key to all 16 stored keys
+                __m128i cmp;
+                cmp = _mm_cmpeq_epi8(_mm_set1_epi8(c),
+                        _mm_loadu_si128((__m128i*)p.p2->keys));
+                
+                // Use a mask to ignore children that don't exist
+                mask = (1 << n->num_children) - 1;
+                bitfield = _mm_movemask_epi8(cmp) & mask;
+            #else
+            #ifdef __amd64__
+                // Compare the key to all 16 stored keys
+                __m128i cmp;
+                cmp = _mm_cmpeq_epi8(_mm_set1_epi8(c),
+                        _mm_loadu_si128((__m128i*)p.p2->keys));
+
+                // Use a mask to ignore children that don't exist
+                mask = (1 << n->num_children) - 1;
+                bitfield = _mm_movemask_epi8(cmp) & mask;
+            #else
+                // Compare the key to all 16 stored keys
+                bitfield = 0;
+                for (i = 0; i < 16; ++i) {
+                    if (p.p2->keys[i] == c)
+                        bitfield |= (1 << i);
+                }
+
+                // Use a mask to ignore children that don't exist
+                mask = (1 << n->num_children) - 1;
+                bitfield &= mask;
+            #endif
+            #endif
+
+            /*
+             * If we have a match (any bit set) then we can
+             * return the pointer match using ctz to get
+             * the index.
+             */
+            if (bitfield)
+                return &p.p2->children[__builtin_ctz(bitfield)];
+            break;
+        }
+
+        case NODE48:
+            p.p3 = (art_node48*)n;
+            i = p.p3->keys[c];
+            if (i)
+                return &p.p3->children[i-1];
+            break;
+
+        case NODE256:
+            p.p4 = (art_node256*)n;
+            if (p.p4->children[c])
+                return &p.p4->children[c];
+            break;
 
-    Node256() : Node(NodeType256) { memset(child, 0, sizeof(child)); }
-};
+        default:
+            abort();
+    }
+    return NULL;
+}
 
-Node* makeLeaf(uintptr_t tid) {
-    // Create a pseudo-leaf, that is stored directly in the pointer
-    return reinterpret_cast<Node*>((tid << 1) | 1);
+// Simple inlined if
+static inline int min(int a, int b) {
+    return (a < b) ? a : b;
 }
 
-uintptr_t getLeafValue(Node* node) {
-    // The the value stored in the pseudo-leaf
-    return reinterpret_cast<uintptr_t>(node) >> 1;
+/**
+ * Returns the number of prefix characters shared between
+ * the key and node.
+ */
+static int check_prefix(const art_node *n, const unsigned char *key, int key_len, int depth) {
+    int max_cmp = min(min(n->partial_len, MAX_PREFIX_LEN), key_len - depth);
+    int idx;
+    for (idx=0; idx < max_cmp; idx++) {
+        if (n->partial[idx] != key[depth+idx])
+            return idx;
+    }
+    return idx;
 }
 
-bool isLeaf(Node* node) {
-    // Is the node a leaf?
-    return reinterpret_cast<uintptr_t>(node) & 1;
+/**
+ * Checks if a leaf matches
+ * @return 0 on success.
+ */
+static int leaf_matches(const art_leaf *n, const unsigned char *key, int key_len, int depth) {
+    (void)depth;
+    // Fail if the key lengths are different
+    if (n->key_len != (uint32_t)key_len) return 1;
+
+    // Compare the keys starting at the depth
+    return memcmp(n->key, key, key_len);
 }
 
-uint8_t flipSign(uint8_t keyByte) {
-    // Flip the sign bit, enables signed SSE comparison of unsigned values, used
-    // by Node16
-    return keyByte ^ 128;
+/**
+ * Searches for a value in the ART tree
+ * @arg t The tree
+ * @arg key The key
+ * @arg key_len The length of the key
+ * @return NULL if the item was not found, otherwise
+ * the value pointer is returned.
+ */
+void* art_search(const art_tree *t, const unsigned char *key, int key_len) {
+    art_node **child;
+    art_node *n = t->root;
+    int prefix_len, depth = 0;
+    while (n) {
+        // Might be a leaf
+        if (IS_LEAF(n)) {
+            n = (art_node*)LEAF_RAW(n);
+            // Check if the expanded path matches
+            if (!leaf_matches((art_leaf*)n, key, key_len, depth)) {
+                return ((art_leaf*)n)->value;
+            }
+            return NULL;
+        }
+
+        // Bail if the prefix does not match
+        if (n->partial_len) {
+            prefix_len = check_prefix(n, key, key_len, depth);
+            if (prefix_len != min(MAX_PREFIX_LEN, n->partial_len))
+                return NULL;
+            depth = depth + n->partial_len;
+        }
+
+        // Recursively search
+        child = find_child(n, key[depth]);
+        n = (child) ? *child : NULL;
+        depth++;
+    }
+    return NULL;
 }
 
-uint32_t* leaves;
+// Find the minimum leaf under a node
+static art_leaf* minimum(const art_node *n) {
+    // Handle base cases
+    if (!n) return NULL;
+    if (IS_LEAF(n)) return LEAF_RAW(n);
 
-inline void loadKey(uintptr_t tid, uint8_t key[]) {
-    // Store the key of the tuple into the key vector
-    // Implementation is database specific
-    reinterpret_cast<uint32_t*>(key)[0] = __builtin_bswap32(leaves[tid]);
+    int idx;
+    switch (n->type) {
+        case NODE4:
+            return minimum(((const art_node4*)n)->children[0]);
+        case NODE16:
+            return minimum(((const art_node16*)n)->children[0]);
+        case NODE48:
+            idx=0;
+            while (!((const art_node48*)n)->keys[idx]) idx++;
+            idx = ((const art_node48*)n)->keys[idx] - 1;
+            return minimum(((const art_node48*)n)->children[idx]);
+        case NODE256:
+            idx=0;
+            while (!((const art_node256*)n)->children[idx]) idx++;
+            return minimum(((const art_node256*)n)->children[idx]);
+        default:
+            abort();
+    }
 }
 
-Node* nullNode = NULL;
+// Find the maximum leaf under a node
+static art_leaf* maximum(const art_node *n) {
+    // Handle base cases
+    if (!n) return NULL;
+    if (IS_LEAF(n)) return LEAF_RAW(n);
 
-inline Node** findChildPtr(Node* n, uint8_t keyByte) {
-    // Find the next child location for the keyByte
+    int idx;
     switch (n->type) {
-        case NodeType4: {
-            Node4* node = static_cast<Node4*>(n);
-            for (unsigned i = 0; i < node->count; i++)
-                if (node->key[i] == keyByte)
-                    return &node->child[i];
-            return &nullNode;
+        case NODE4:
+            return maximum(((const art_node4*)n)->children[n->num_children-1]);
+        case NODE16:
+            return maximum(((const art_node16*)n)->children[n->num_children-1]);
+        case NODE48:
+            idx=255;
+            while (!((const art_node48*)n)->keys[idx]) idx--;
+            idx = ((const art_node48*)n)->keys[idx] - 1;
+            return maximum(((const art_node48*)n)->children[idx]);
+        case NODE256:
+            idx=255;
+            while (!((const art_node256*)n)->children[idx]) idx--;
+            return maximum(((const art_node256*)n)->children[idx]);
+        default:
+            abort();
+    }
+}
+
+/**
+ * Returns the minimum valued leaf
+ */
+art_leaf* art_minimum(art_tree *t) {
+    return minimum((art_node*)t->root);
+}
+
+/**
+ * Returns the maximum valued leaf
+ */
+art_leaf* art_maximum(art_tree *t) {
+    return maximum((art_node*)t->root);
+}
+
+static art_leaf* make_leaf(const unsigned char *key, int key_len, void *value) {
+    art_leaf *l = (art_leaf*)calloc(1, sizeof(art_leaf)+key_len);
+    l->value = value;
+    l->key_len = key_len;
+    memcpy(l->key, key, key_len);
+    return l;
+}
+
+static int longest_common_prefix(art_leaf *l1, art_leaf *l2, int depth) {
+    int max_cmp = min(l1->key_len, l2->key_len) - depth;
+    int idx;
+    for (idx=0; idx < max_cmp; idx++) {
+        if (l1->key[depth+idx] != l2->key[depth+idx])
+            return idx;
+    }
+    return idx;
+}
+
+static void copy_header(art_node *dest, art_node *src) {
+    dest->num_children = src->num_children;
+    dest->partial_len = src->partial_len;
+    memcpy(dest->partial, src->partial, min(MAX_PREFIX_LEN, src->partial_len));
+}
+
+static void add_child256(art_node256 *n, art_node **ref, unsigned char c, void *child) {
+    (void)ref;
+    n->n.num_children++;
+    n->children[c] = (art_node*)child;
+}
+
+static void add_child48(art_node48 *n, art_node **ref, unsigned char c, void *child) {
+    if (n->n.num_children < 48) {
+        int pos = 0;
+        while (n->children[pos]) pos++;
+        n->children[pos] = (art_node*)child;
+        n->keys[c] = pos + 1;
+        n->n.num_children++;
+    } else {
+        art_node256 *new_node = (art_node256*)alloc_node(NODE256);
+        for (int i=0;i<256;i++) {
+            if (n->keys[i]) {
+                new_node->children[i] = n->children[n->keys[i] - 1];
+            }
         }
-        case NodeType16: {
-            Node16* node = static_cast<Node16*>(n);
-            __m128i cmp = _mm_cmpeq_epi8(
-                _mm_set1_epi8(flipSign(keyByte)),
-                _mm_loadu_si128(reinterpret_cast<__m128i*>(node->key)));
-            uint16_t bitfield =
-                _mm_movemask_epi8(cmp) & (0xFFFF >> (16 - node->count));
-            if (bitfield)
-                return &node->child[__builtin_ctz(bitfield)];
-            else
-                return &nullNode;
+        copy_header((art_node*)new_node, (art_node*)n);
+        *ref = (art_node*)new_node;
+        free(n);
+        add_child256(new_node, ref, c, child);
+    }
+}
+
+static void add_child16(art_node16 *n, art_node **ref, unsigned char c, void *child) {
+    if (n->n.num_children < 16) {
+        unsigned mask = (1 << n->n.num_children) - 1;
+        
+        // support non-x86 architectures
+        #ifdef __i386__
+            __m128i cmp;
+
+            // Compare the key to all 16 stored keys
+            cmp = _mm_cmplt_epi8(_mm_set1_epi8(c),
+                    _mm_loadu_si128((__m128i*)n->keys));
+
+            // Use a mask to ignore children that don't exist
+            unsigned bitfield = _mm_movemask_epi8(cmp) & mask;
+        #else
+        #ifdef __amd64__
+            __m128i cmp;
+
+            // Compare the key to all 16 stored keys
+            cmp = _mm_cmplt_epi8(_mm_set1_epi8(c),
+                    _mm_loadu_si128((__m128i*)n->keys));
+
+            // Use a mask to ignore children that don't exist
+            unsigned bitfield = _mm_movemask_epi8(cmp) & mask;
+        #else
+            // Compare the key to all 16 stored keys
+            unsigned bitfield = 0;
+            for (short i = 0; i < 16; ++i) {
+                if (c < n->keys[i])
+                    bitfield |= (1 << i);
+            }
+
+            // Use a mask to ignore children that don't exist
+            bitfield &= mask;    
+        #endif
+        #endif
+
+        // Check if less than any
+        unsigned idx;
+        if (bitfield) {
+            idx = __builtin_ctz(bitfield);
+            memmove(n->keys+idx+1,n->keys+idx,n->n.num_children-idx);
+            memmove(n->children+idx+1,n->children+idx,
+                    (n->n.num_children-idx)*sizeof(void*));
+        } else
+            idx = n->n.num_children;
+
+        // Set the child
+        n->keys[idx] = c;
+        n->children[idx] = (art_node*)child;
+        n->n.num_children++;
+
+    } else {
+        art_node48 *new_node = (art_node48*)alloc_node(NODE48);
+
+        // Copy the child pointers and populate the key map
+        memcpy(new_node->children, n->children,
+                sizeof(void*)*n->n.num_children);
+        for (int i=0;i<n->n.num_children;i++) {
+            new_node->keys[n->keys[i]] = i + 1;
         }
-        case NodeType48: {
-            Node48* node = static_cast<Node48*>(n);
-            if (node->childIndex[keyByte] != emptyMarker)
-                return &node->child[node->childIndex[keyByte]];
-            else
-                return &nullNode;
+        copy_header((art_node*)new_node, (art_node*)n);
+        *ref = (art_node*)new_node;
+        free(n);
+        add_child48(new_node, ref, c, child);
+    }
+}
+
+static void add_child4(art_node4 *n, art_node **ref, unsigned char c, void *child) {
+    if (n->n.num_children < 4) {
+        int idx;
+        for (idx=0; idx < n->n.num_children; idx++) {
+            if (c < n->keys[idx]) break;
         }
-        case NodeType256: {
-            Node256* node = static_cast<Node256*>(n);
-            return &(node->child[keyByte]);
+
+        // Shift to make room
+        memmove(n->keys+idx+1, n->keys+idx, n->n.num_children - idx);
+        memmove(n->children+idx+1, n->children+idx,
+                (n->n.num_children - idx)*sizeof(void*));
+
+        // Insert element
+        n->keys[idx] = c;
+        n->children[idx] = (art_node*)child;
+        n->n.num_children++;
+
+    } else {
+        art_node16 *new_node = (art_node16*)alloc_node(NODE16);
+
+        // Copy the child pointers and the key map
+        memcpy(new_node->children, n->children,
+                sizeof(void*)*n->n.num_children);
+        memcpy(new_node->keys, n->keys,
+                sizeof(unsigned char)*n->n.num_children);
+        copy_header((art_node*)new_node, (art_node*)n);
+        *ref = (art_node*)new_node;
+        free(n);
+        add_child16(new_node, ref, c, child);
+    }
+}
+
+static void add_child(art_node *n, art_node **ref, unsigned char c, void *child) {
+    switch (n->type) {
+        case NODE4:
+            return add_child4((art_node4*)n, ref, c, child);
+        case NODE16:
+            return add_child16((art_node16*)n, ref, c, child);
+        case NODE48:
+            return add_child48((art_node48*)n, ref, c, child);
+        case NODE256:
+            return add_child256((art_node256*)n, ref, c, child);
+        default:
+            abort();
+    }
+}
+
+/**
+ * Calculates the index at which the prefixes mismatch
+ */
+static int prefix_mismatch(const art_node *n, const unsigned char *key, int key_len, int depth) {
+    int max_cmp = min(min(MAX_PREFIX_LEN, n->partial_len), key_len - depth);
+    int idx;
+    for (idx=0; idx < max_cmp; idx++) {
+        if (n->partial[idx] != key[depth+idx])
+            return idx;
+    }
+
+    // If the prefix is short we can avoid finding a leaf
+    if (n->partial_len > MAX_PREFIX_LEN) {
+        // Prefix is longer than what we've checked, find a leaf
+        art_leaf *l = minimum(n);
+        max_cmp = min(l->key_len, key_len)- depth;
+        for (; idx < max_cmp; idx++) {
+            if (l->key[idx+depth] != key[depth+idx])
+                return idx;
         }
     }
-    __builtin_unreachable();
-}
-
-bool leafMatches(Node* leaf,
-                 uint8_t key[],
-                 unsigned keyLength,
-                 unsigned depth,
-                 unsigned maxKeyLength) {
-    // Check if the key of the leaf is equal to the searched key
-    uint8_t leafKey[maxKeyLength];
-    loadKey(getLeafValue(leaf), leafKey);
-    for (unsigned i = depth; i < keyLength; i++)
-        if (leafKey[i] != key[i])
-            return false;
-    return true;
-}
-
-inline Node* lookup(Node* n,
-                    uint8_t* key,
-                    unsigned keyLength,
-                    unsigned maxKeyLength,
-                    unsigned depth = 0) {
-    // Lookup the key
-    if (n == NULL)
+    return idx;
+}
+
+static void* recursive_insert(art_node *n, art_node **ref, const unsigned char *key, int key_len, void *value, int depth, int *old) {
+    // If we are at a NULL node, inject a leaf
+    if (!n) {
+        *ref = (art_node*)SET_LEAF(make_leaf(key, key_len, value));
         return NULL;
+    }
 
-    while (true) {
-    next:
+    // If we are at a leaf, we need to replace it with a node
+    if (IS_LEAF(n)) {
+        art_leaf *l = LEAF_RAW(n);
 
-        if (isLeaf(n)) {
-            if (depth == keyLength ||
-                leafMatches(n, key, keyLength, depth, maxKeyLength))
-                return n;
-            return NULL;
+        // Check if we are updating an existing value
+        if (!leaf_matches(l, key, key_len, depth)) {
+            *old = 1;
+            void *old_val = l->value;
+            l->value = value;
+            return old_val;
         }
 
-        uint8_t keyByte = key[depth++];
-        switch (n->type) {
-            case NodeType4: {
-                Node4* node = static_cast<Node4*>(n);
-                if (node->key[0] == keyByte) {
-                    n = node->child[0];
-                    goto next;
-                }
-                if (node->count == 1)
-                    return NULL;
-                if (node->key[1] == keyByte) {
-                    n = node->child[1];
-                    goto next;
-                }
-                if (node->count == 2)
-                    return NULL;
-                if (node->key[2] == keyByte) {
-                    n = node->child[2];
-                    goto next;
-                }
-                if (node->count == 3)
-                    return NULL;
-                if (node->key[3] == keyByte) {
-                    n = node->child[3];
-                    goto next;
-                }
-                return NULL;
+        // New value, we must split the leaf into a node4
+        art_node4 *new_node = (art_node4*)alloc_node(NODE4);
+
+        // Create a new leaf
+        art_leaf *l2 = make_leaf(key, key_len, value);
+
+        // Determine longest prefix
+        int longest_prefix = longest_common_prefix(l, l2, depth);
+        new_node->n.partial_len = longest_prefix;
+        memcpy(new_node->n.partial, key+depth, min(MAX_PREFIX_LEN, longest_prefix));
+        // Add the leafs to the new node4
+        *ref = (art_node*)new_node;
+        add_child4(new_node, ref, l->key[depth+longest_prefix], SET_LEAF(l));
+        add_child4(new_node, ref, l2->key[depth+longest_prefix], SET_LEAF(l2));
+        return NULL;
+    }
+
+    // Check if given node has a prefix
+    if (n->partial_len) {
+        // Determine if the prefixes differ, since we need to split
+        int prefix_diff = prefix_mismatch(n, key, key_len, depth);
+        if ((uint32_t)prefix_diff >= n->partial_len) {
+            depth += n->partial_len;
+            goto RECURSE_SEARCH;
+        }
+
+        // Create a new node
+        art_node4 *new_node = (art_node4*)alloc_node(NODE4);
+        *ref = (art_node*)new_node;
+        new_node->n.partial_len = prefix_diff;
+        memcpy(new_node->n.partial, n->partial, min(MAX_PREFIX_LEN, prefix_diff));
+
+        // Adjust the prefix of the old node
+        if (n->partial_len <= MAX_PREFIX_LEN) {
+            add_child4(new_node, ref, n->partial[prefix_diff], n);
+            n->partial_len -= (prefix_diff+1);
+            memmove(n->partial, n->partial+prefix_diff+1,
+                    min(MAX_PREFIX_LEN, n->partial_len));
+        } else {
+            n->partial_len -= (prefix_diff+1);
+            art_leaf *l = minimum(n);
+            add_child4(new_node, ref, l->key[depth+prefix_diff], n);
+            memcpy(n->partial, l->key+depth+prefix_diff+1,
+                    min(MAX_PREFIX_LEN, n->partial_len));
+        }
+
+        // Insert the new leaf
+        art_leaf *l = make_leaf(key, key_len, value);
+        add_child4(new_node, ref, key[depth+prefix_diff], SET_LEAF(l));
+        return NULL;
+    }
+
+RECURSE_SEARCH:;
+
+    // Find a child to recurse to
+    art_node **child = find_child(n, key[depth]);
+    if (child) {
+        return recursive_insert(*child, child, key, key_len, value, depth+1, old);
+    }
+
+    // No child, node goes within us
+    art_leaf *l = make_leaf(key, key_len, value);
+    add_child(n, ref, key[depth], SET_LEAF(l));
+    return NULL;
+}
+
+/**
+ * Inserts a new value into the ART tree
+ * @arg t The tree
+ * @arg key The key
+ * @arg key_len The length of the key
+ * @arg value Opaque value.
+ * @return NULL if the item was newly inserted, otherwise
+ * the old value pointer is returned.
+ */
+void* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value) {
+    int old_val = 0;
+    void *old = recursive_insert(t->root, &t->root, key, key_len, value, 0, &old_val);
+    if (!old_val) t->size++;
+    return old;
+}
+
+static void remove_child256(art_node256 *n, art_node **ref, unsigned char c) {
+    n->children[c] = NULL;
+    n->n.num_children--;
+
+    // Resize to a node48 on underflow, not immediately to prevent
+    // trashing if we sit on the 48/49 boundary
+    if (n->n.num_children == 37) {
+        art_node48 *new_node = (art_node48*)alloc_node(NODE48);
+        *ref = (art_node*)new_node;
+        copy_header((art_node*)new_node, (art_node*)n);
+
+        int pos = 0;
+        for (int i=0;i<256;i++) {
+            if (n->children[i]) {
+                new_node->children[pos] = n->children[i];
+                new_node->keys[i] = pos + 1;
+                pos++;
             }
-            case NodeType16: {
-                Node16* node = static_cast<Node16*>(n);
-                __m128i cmp = _mm_cmpeq_epi8(
-                    _mm_set1_epi8(flipSign(keyByte)),
-                    _mm_loadu_si128(reinterpret_cast<__m128i*>(node->key)));
-                unsigned bitfield =
-                    _mm_movemask_epi8(cmp) & ((1 << node->count) - 1);
-                if (bitfield) {
-                    n = node->child[__builtin_ctz(bitfield)];
-                    continue;
-                } else
-                    return NULL;
+        }
+        free(n);
+    }
+}
+
+static void remove_child48(art_node48 *n, art_node **ref, unsigned char c) {
+    int pos = n->keys[c];
+    n->keys[c] = 0;
+    n->children[pos-1] = NULL;
+    n->n.num_children--;
+
+    if (n->n.num_children == 12) {
+        art_node16 *new_node = (art_node16*)alloc_node(NODE16);
+        *ref = (art_node*)new_node;
+        copy_header((art_node*)new_node, (art_node*)n);
+
+        int child = 0;
+        for (int i=0;i<256;i++) {
+            pos = n->keys[i];
+            if (pos) {
+                new_node->keys[child] = i;
+                new_node->children[child] = n->children[pos - 1];
+                child++;
             }
-            case NodeType48: {
-                Node48* node = static_cast<Node48*>(n);
-                if (node->childIndex[keyByte] != emptyMarker) {
-                    n = node->child[node->childIndex[keyByte]];
-                    continue;
-                } else
-                    return NULL;
+        }
+        free(n);
+    }
+}
+
+static void remove_child16(art_node16 *n, art_node **ref, art_node **l) {
+    int pos = l - n->children;
+    memmove(n->keys+pos, n->keys+pos+1, n->n.num_children - 1 - pos);
+    memmove(n->children+pos, n->children+pos+1, (n->n.num_children - 1 - pos)*sizeof(void*));
+    n->n.num_children--;
+
+    if (n->n.num_children == 3) {
+        art_node4 *new_node = (art_node4*)alloc_node(NODE4);
+        *ref = (art_node*)new_node;
+        copy_header((art_node*)new_node, (art_node*)n);
+        memcpy(new_node->keys, n->keys, 4);
+        memcpy(new_node->children, n->children, 4*sizeof(void*));
+        free(n);
+    }
+}
+
+static void remove_child4(art_node4 *n, art_node **ref, art_node **l) {
+    int pos = l - n->children;
+    memmove(n->keys+pos, n->keys+pos+1, n->n.num_children - 1 - pos);
+    memmove(n->children+pos, n->children+pos+1, (n->n.num_children - 1 - pos)*sizeof(void*));
+    n->n.num_children--;
+
+    // Remove nodes with only a single child
+    if (n->n.num_children == 1) {
+        art_node *child = n->children[0];
+        if (!IS_LEAF(child)) {
+            // Concatenate the prefixes
+            int prefix = n->n.partial_len;
+            if (prefix < MAX_PREFIX_LEN) {
+                n->n.partial[prefix] = n->keys[0];
+                prefix++;
             }
-            case NodeType256: {
-                Node256* node = static_cast<Node256*>(n);
-                if (node->child[keyByte]) {
-                    n = node->child[keyByte];
-                    continue;
-                } else
-                    return NULL;
+            if (prefix < MAX_PREFIX_LEN) {
+                int sub_prefix = min(child->partial_len, MAX_PREFIX_LEN - prefix);
+                memcpy(n->n.partial+prefix, child->partial, sub_prefix);
+                prefix += sub_prefix;
             }
+
+            // Store the prefix in the child
+            memcpy(child->partial, n->n.partial, min(prefix, MAX_PREFIX_LEN));
+            child->partial_len += n->n.partial_len + 1;
         }
-        __builtin_unreachable();
+        *ref = child;
+        free(n);
     }
 }
 
-// Forward references
-void insertNode4(Node4* node, Node** nodeRef, uint8_t keyByte, Node* child);
-void insertNode16(Node16* node, Node** nodeRef, uint8_t keyByte, Node* child);
-void insertNode48(Node48* node, Node** nodeRef, uint8_t keyByte, Node* child);
-void insertNode256(Node256* node, Node** nodeRef, uint8_t keyByte, Node* child);
+static void remove_child(art_node *n, art_node **ref, unsigned char c, art_node **l) {
+    switch (n->type) {
+        case NODE4:
+            return remove_child4((art_node4*)n, ref, l);
+        case NODE16:
+            return remove_child16((art_node16*)n, ref, l);
+        case NODE48:
+            return remove_child48((art_node48*)n, ref, c);
+        case NODE256:
+            return remove_child256((art_node256*)n, ref, c);
+        default:
+            abort();
+    }
+}
 
-void insert(Node* node,
-            Node** nodeRef,
-            const uint8_t key[],
-            uintptr_t value,
-            unsigned maxKeyLength,
-            unsigned depth = 0) {
-    // Insert the leaf value into the tree
+static art_leaf* recursive_delete(art_node *n, art_node **ref, const unsigned char *key, int key_len, int depth) {
+    // Search terminated
+    if (!n) return NULL;
 
-    if (node == NULL) {
-        *nodeRef = makeLeaf(value);
-        return;
+    // Handle hitting a leaf node
+    if (IS_LEAF(n)) {
+        art_leaf *l = LEAF_RAW(n);
+        if (!leaf_matches(l, key, key_len, depth)) {
+            *ref = NULL;
+            return l;
+        }
+        return NULL;
     }
 
-    if (isLeaf(node)) {
-        // Replace leaf with Node4 and store both leafs in it
-        uint8_t existingKey[maxKeyLength];
-        loadKey(getLeafValue(node), existingKey);
+    // Bail if the prefix does not match
+    if (n->partial_len) {
+        int prefix_len = check_prefix(n, key, key_len, depth);
+        if (prefix_len != min(MAX_PREFIX_LEN, n->partial_len)) {
+            return NULL;
+        }
+        depth = depth + n->partial_len;
+    }
 
-        // assert(memcmp(key,existingKey,maxKeyLength)!=0);
+    // Find child node
+    art_node **child = find_child(n, key[depth]);
+    if (!child) return NULL;
 
-        Node4* newNode = new Node4();
-        *nodeRef = newNode;
-        insertNode4(newNode, nodeRef, existingKey[depth], node);
+    // If the child is leaf, delete from this node
+    if (IS_LEAF(*child)) {
+        art_leaf *l = LEAF_RAW(*child);
+        if (!leaf_matches(l, key, key_len, depth)) {
+            remove_child(n, ref, key[depth], child);
+            return l;
+        }
+        return NULL;
 
-        if (existingKey[depth] == key[depth])
-            insert(node, &newNode->child[0], key, value, maxKeyLength,
-                   depth + 1);
-        else
-            insertNode4(newNode, nodeRef, key[depth], makeLeaf(value));
+    // Recurse
+    } else {
+        return recursive_delete(*child, child, key, key_len, depth+1);
+    }
+}
 
-        return;
+/**
+ * Deletes a value from the ART tree
+ * @arg t The tree
+ * @arg key The key
+ * @arg key_len The length of the key
+ * @return NULL if the item was not found, otherwise
+ * the value pointer is returned.
+ */
+void* art_delete(art_tree *t, const unsigned char *key, int key_len) {
+    art_leaf *l = recursive_delete(t->root, &t->root, key, key_len, 0);
+    if (l) {
+        t->size--;
+        void *old = l->value;
+        free(l);
+        return old;
     }
+    return NULL;
+}
 
-    // Recurse
-    Node** child = findChildPtr(node, key[depth]);
-    if (*child) {
-        insert(*child, child, key, value, maxKeyLength, depth + 1);
-        return;
+// Recursively iterates over the tree
+static int recursive_iter(art_node *n, art_callback cb, void *data) {
+    // Handle base cases
+    if (!n) return 0;
+    if (IS_LEAF(n)) {
+        art_leaf *l = LEAF_RAW(n);
+        return cb(data, (const unsigned char*)l->key, l->key_len, l->value);
     }
 
-    // Insert leaf into inner node
-    Node* newNode = makeLeaf(value);
-    switch (node->type) {
-        case NodeType4:
-            insertNode4(static_cast<Node4*>(node), nodeRef, key[depth],
-                        newNode);
+    int idx, res;
+    switch (n->type) {
+        case NODE4:
+            for (int i=0; i < n->num_children; i++) {
+                res = recursive_iter(((art_node4*)n)->children[i], cb, data);
+                if (res) return res;
+            }
             break;
-        case NodeType16:
-            insertNode16(static_cast<Node16*>(node), nodeRef, key[depth],
-                         newNode);
+
+        case NODE16:
+            for (int i=0; i < n->num_children; i++) {
+                res = recursive_iter(((art_node16*)n)->children[i], cb, data);
+                if (res) return res;
+            }
             break;
-        case NodeType48:
-            insertNode48(static_cast<Node48*>(node), nodeRef, key[depth],
-                         newNode);
+
+        case NODE48:
+            for (int i=0; i < 256; i++) {
+                idx = ((art_node48*)n)->keys[i];
+                if (!idx) continue;
+
+                res = recursive_iter(((art_node48*)n)->children[idx-1], cb, data);
+                if (res) return res;
+            }
             break;
-        case NodeType256:
-            insertNode256(static_cast<Node256*>(node), nodeRef, key[depth],
-                          newNode);
+
+        case NODE256:
+            for (int i=0; i < 256; i++) {
+                if (!((art_node256*)n)->children[i]) continue;
+                res = recursive_iter(((art_node256*)n)->children[i], cb, data);
+                if (res) return res;
+            }
             break;
+
+        default:
+            abort();
     }
+    return 0;
 }
 
-void insertNode4(Node4* node, Node** nodeRef, uint8_t keyByte, Node* child) {
-    // Insert leaf into inner node
-    if (node->count < 4) {
-        // Insert element
-        unsigned pos;
-        for (pos = 0; (pos < node->count) && (node->key[pos] < keyByte); pos++)
-            ;
-        memmove(node->key + pos + 1, node->key + pos, node->count - pos);
-        memmove(node->child + pos + 1, node->child + pos,
-                (node->count - pos) * sizeof(uintptr_t));
-        node->key[pos] = keyByte;
-        node->child[pos] = child;
-        node->count++;
-    } else {
-        // Grow to Node16
-        Node16* newNode = new Node16();
-        *nodeRef = newNode;
-        newNode->count = 4;
-        for (unsigned i = 0; i < 4; i++)
-            newNode->key[i] = flipSign(node->key[i]);
-        memcpy(newNode->child, node->child, node->count * sizeof(uintptr_t));
-        delete node;
-        return insertNode16(newNode, nodeRef, keyByte, child);
-    }
+/**
+ * Iterates through the entries pairs in the map,
+ * invoking a callback for each. The call back gets a
+ * key, value for each and returns an integer stop value.
+ * If the callback returns non-zero, then the iteration stops.
+ * @arg t The tree to iterate over
+ * @arg cb The callback function to invoke
+ * @arg data Opaque handle passed to the callback
+ * @return 0 on success, or the return of the callback.
+ */
+int art_iter(art_tree *t, art_callback cb, void *data) {
+    return recursive_iter(t->root, cb, data);
 }
 
-void insertNode16(Node16* node, Node** nodeRef, uint8_t keyByte, Node* child) {
-    // Insert leaf into inner node
-    if (node->count < 16) {
-        // Insert element
-        uint8_t keyByteFlipped = flipSign(keyByte);
-        __m128i cmp = _mm_cmplt_epi8(
-            _mm_set1_epi8(keyByteFlipped),
-            _mm_loadu_si128(reinterpret_cast<__m128i*>(node->key)));
-        uint16_t bitfield =
-            _mm_movemask_epi8(cmp) & (0xFFFF >> (16 - node->count));
-        unsigned pos = bitfield ? __builtin_ctz(bitfield) : node->count;
-        memmove(node->key + pos + 1, node->key + pos, node->count - pos);
-        memmove(node->child + pos + 1, node->child + pos,
-                (node->count - pos) * sizeof(uintptr_t));
-        node->key[pos] = keyByteFlipped;
-        node->child[pos] = child;
-        node->count++;
-    } else {
-        // Grow to Node48
-        Node48* newNode = new Node48();
-        *nodeRef = newNode;
-        memcpy(newNode->child, node->child, node->count * sizeof(uintptr_t));
-        for (unsigned i = 0; i < node->count; i++)
-            newNode->childIndex[flipSign(node->key[i])] = i;
-        newNode->count = node->count;
-        delete node;
-        return insertNode48(newNode, nodeRef, keyByte, child);
-    }
+/**
+ * Checks if a leaf prefix matches
+ * @return 0 on success.
+ */
+static int leaf_prefix_matches(const art_leaf *n, const unsigned char *prefix, int prefix_len) {
+    // Fail if the key length is too short
+    if (n->key_len < (uint32_t)prefix_len) return 1;
+
+    // Compare the keys
+    return memcmp(n->key, prefix, prefix_len);
 }
 
-void insertNode48(Node48* node, Node** nodeRef, uint8_t keyByte, Node* child) {
-    // Insert leaf into inner node
-    if (node->count < 48) {
-        // Insert element
-        unsigned pos = node->count;
-        if (node->child[pos])
-            for (pos = 0; node->child[pos] != NULL; pos++)
-                ;
-        node->child[pos] = child;
-        node->childIndex[keyByte] = pos;
-        node->count++;
-    } else {
-        // Grow to Node256
-        Node256* newNode = new Node256();
-        for (unsigned i = 0; i < 256; i++)
-            if (node->childIndex[i] != 48)
-                newNode->child[i] = node->child[node->childIndex[i]];
-        newNode->count = node->count;
-        *nodeRef = newNode;
-        delete node;
-        return insertNode256(newNode, nodeRef, keyByte, child);
+/**
+ * Iterates through the entries pairs in the map,
+ * invoking a callback for each that matches a given prefix.
+ * The call back gets a key, value for each and returns an integer stop value.
+ * If the callback returns non-zero, then the iteration stops.
+ * @arg t The tree to iterate over
+ * @arg prefix The prefix of keys to read
+ * @arg prefix_len The length of the prefix
+ * @arg cb The callback function to invoke
+ * @arg data Opaque handle passed to the callback
+ * @return 0 on success, or the return of the callback.
+ */
+int art_iter_prefix(art_tree *t, const unsigned char *key, int key_len, art_callback cb, void *data) {
+    art_node **child;
+    art_node *n = t->root;
+    int prefix_len, depth = 0;
+    while (n) {
+        // Might be a leaf
+        if (IS_LEAF(n)) {
+            n = (art_node*)LEAF_RAW(n);
+            // Check if the expanded path matches
+            if (!leaf_prefix_matches((art_leaf*)n, key, key_len)) {
+                art_leaf *l = (art_leaf*)n;
+                return cb(data, (const unsigned char*)l->key, l->key_len, l->value);
+            }
+            return 0;
+        }
+
+        // If the depth matches the prefix, we need to handle this node
+        if (depth == key_len) {
+            art_leaf *l = minimum(n);
+            if (!leaf_prefix_matches(l, key, key_len))
+               return recursive_iter(n, cb, data);
+            return 0;
+        }
+
+        // Bail if the prefix does not match
+        if (n->partial_len) {
+            prefix_len = prefix_mismatch(n, key, key_len, depth);
+
+            // Guard if the mis-match is longer than the MAX_PREFIX_LEN
+            if ((uint32_t)prefix_len > n->partial_len) {
+                prefix_len = n->partial_len;
+            }
+
+            // If there is no match, search is terminated
+            if (!prefix_len) {
+                return 0;
+
+            // If we've matched the prefix, iterate on this node
+            } else if (depth + prefix_len == key_len) {
+                return recursive_iter(n, cb, data);
+            }
+
+            // if there is a full match, go deeper
+            depth = depth + n->partial_len;
+        }
+
+        // Recursively search
+        child = find_child(n, key[depth]);
+        n = (child) ? *child : NULL;
+        depth++;
     }
+    return 0;
 }
 
-void insertNode256(Node256* node,
-                   Node** nodeRef,
-                   uint8_t keyByte,
-                   Node* child) {
-    // Insert leaf into inner node
-    node->count++;
-    node->child[keyByte] = child;
-}
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 9c0a9eb5..9a593bd6 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -11,8 +11,8 @@
 
 class TART : public TObject {
 public:
-    typedef uint8_t Key[4];
-    typedef uint8_t key_type[4];
+    typedef std::string Key;
+    typedef std::string key_type;
     typedef uintptr_t Value;
     typedef uintptr_t Value_type;
 
@@ -20,7 +20,7 @@ public:
     typedef typename std::conditional<true, TWrapped<Value>, TNonopaqueWrapped<Value>>::type wrapped_type;
 
     TART() {
-        leaves = new uint32_t[0];
+        art_tree_init(&root_.access());
     }
 
     std::pair<bool, Value> transGet(Key k) {
@@ -32,8 +32,9 @@ public:
             std::pair<bool, Value> ret;
             vers_.lock_exclusive();
             auto search = root_.read(item, vers_);
-            Node* n = lookup(search.second, k, 4, 4);
-            Value val = getLeafValue(n);
+            // Node* n = lookup(search.second, k, 4, 4);
+            // Value val = getLeafValue(n);
+            uintptr_t val = (uintptr_t) art_search(&search.second, (const unsigned char*) k.c_str(), k.length());
             ret = {search.first, val};
             printf("get key: [%d, %d, %d, %d] val: %lu\n", k[0], k[1], k[2], k[3], val);
             vers_.unlock_exclusive();
@@ -46,9 +47,6 @@ public:
         // uint8_t* newKey = (uint8_t*) malloc(sizeof(uint8_t)*4);
         // memcpy(newKey, k, sizeof(uint8_t)*4);
         Sto::item(this, k).acquire_write(vers_, v);
-        TransItem& item = Sto::item(this, k);
-        const uint8_t* key = item.template key<Key>();
-        printf("put key: [%d, %d, %d, %d] val: %lu\n", key[0], key[1], key[2], key[3], v);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
@@ -65,9 +63,10 @@ public:
         // root_.write(std::move(item.template write_value<Value>()));
         // only valid on last install
         Value val = item.template write_value<Value>();
-        const uint8_t* key = item.template key<Key>();
-        insert(root_.access(), &root_.access(), key, val, 4, 4);
-        printf("install key: [%d, %d, %d, %d] val: %lu\n", key[0], key[1], key[2], key[3], val);
+        Key key = item.template key<Key>();
+        art_insert(&root_.access(), (const unsigned char*) key.c_str(), key.length(), (void*) val);
+        // insert(root_.access(), &root_.access(), key, val, 4, 4);
+        // printf("install key: [%d, %d, %d, %d] val: %lu\n", key[0], key[1], key[2], key[3], val);
         txn.set_version_unlock(vers_, item);
     }
     void unlock(TransItem& item) override {
@@ -83,5 +82,5 @@ public:
     }
 protected:
     Version_type vers_;
-    TOpaqueWrapped<Node*> root_;
+    TOpaqueWrapped<art_tree> root_;
 };
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 6879ec18..dd57e1f4 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -12,8 +12,8 @@
 void testSimple() {
     TART a;
 
-    uint8_t key1[4] = {0, 0, 0, 0};
-    uint8_t key2[4] = {0, 0, 0, 1};
+    std::string key1 = "asdf";
+    std::string key2 = "1234";
     {
         TransactionGuard t;
         a.transPut(key1, 123);

From 41f0ab54357fb70e08589b5fe675a9956c6dbf04 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 14 Jun 2018 08:53:47 -0700
Subject: [PATCH 008/116] erase support

---
 datatype/ART.hh   | 29 +++++++++++++++++++++++++++++
 datatype/TART.hh  | 39 ++++++++++++++++++++++++++-------------
 test/unit-tart.cc | 24 ++++++++++++++++++++++--
 3 files changed, 77 insertions(+), 15 deletions(-)

diff --git a/datatype/ART.hh b/datatype/ART.hh
index 3455c7c4..4e664cae 100644
--- a/datatype/ART.hh
+++ b/datatype/ART.hh
@@ -1,3 +1,32 @@
+/*
+See https://github.com/armon/libart
+
+Copyright (c) 2012, Armon Dadgar
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+    * Redistributions of source code must retain the above copyright
+      notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above copyright
+      notice, this list of conditions and the following disclaimer in the
+      documentation and/or other materials provided with the distribution.
+    * Neither the name of the organization nor the
+      names of its contributors may be used to endorse or promote products
+      derived from this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL ARMON DADGAR BE LIABLE FOR ANY
+DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
+ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*/
+
 #include <stdint.h>
 #ifndef ART_H
 #define ART_H
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 9a593bd6..3de91698 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -19,12 +19,18 @@ public:
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<Value>, TNonopaqueWrapped<Value>>::type wrapped_type;
 
+    static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit;
+
     TART() {
         art_tree_init(&root_.access());
     }
 
     std::pair<bool, Value> transGet(Key k) {
         auto item = Sto::item(this, k);
+        if (item.has_flag(deleted_bit)) {
+            return {true, NULL};
+        }
+
         if (item.has_write()) {
             auto val = item.template write_value<Value>();
             return {true, val};
@@ -32,25 +38,29 @@ public:
             std::pair<bool, Value> ret;
             vers_.lock_exclusive();
             auto search = root_.read(item, vers_);
-            // Node* n = lookup(search.second, k, 4, 4);
-            // Value val = getLeafValue(n);
             uintptr_t val = (uintptr_t) art_search(&search.second, (const unsigned char*) k.c_str(), k.length());
             ret = {search.first, val};
-            printf("get key: [%d, %d, %d, %d] val: %lu\n", k[0], k[1], k[2], k[3], val);
+            printf("get key: %s, val: %lu\n", k.c_str(), val);
             vers_.unlock_exclusive();
             return ret;
         }
     }
 
     void transPut(Key k, Value v) {
-        printf("put key: [%d, %d, %d, %d] val: %lu\n", k[0], k[1], k[2], k[3], v);
-        // uint8_t* newKey = (uint8_t*) malloc(sizeof(uint8_t)*4);
-        // memcpy(newKey, k, sizeof(uint8_t)*4);
-        Sto::item(this, k).acquire_write(vers_, v);
+        printf("put key: %s, val: %lu\n", k.c_str(), v);
+        auto item = Sto::item(this, k);
+        item.acquire_write(vers_, v);
+        item.clear_flags(deleted_bit);
+    }
+
+    void erase(Key k) {
+        printf("erase key: %s\n", k.c_str());
+        auto item = Sto::item(this, k);
+        item.add_flags(deleted_bit);
+        item.acquire_write(vers_, 0);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        // call is locked here
         if (vers_.is_locked_here()) {
             return true;
         }
@@ -60,13 +70,16 @@ public:
         return vers_.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        // root_.write(std::move(item.template write_value<Value>()));
-        // only valid on last install
         Value val = item.template write_value<Value>();
         Key key = item.template key<Key>();
-        art_insert(&root_.access(), (const unsigned char*) key.c_str(), key.length(), (void*) val);
-        // insert(root_.access(), &root_.access(), key, val, 4, 4);
-        // printf("install key: [%d, %d, %d, %d] val: %lu\n", key[0], key[1], key[2], key[3], val);
+
+        if (item.has_flag(deleted_bit)) {
+            art_delete(&root_.access(), (const unsigned char*) key.c_str(), key.length());
+        } else {
+            art_insert(&root_.access(), (const unsigned char*) key.c_str(), key.length(), (void*) val);
+        }
+
+        printf("install key: %s, val: %lu\n", key.c_str(), val);
         txn.set_version_unlock(vers_, item);
     }
     void unlock(TransItem& item) override {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index dd57e1f4..5604a43d 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -12,7 +12,7 @@
 void testSimple() {
     TART a;
 
-    std::string key1 = "asdf";
+    std::string key1 = "hello world";
     std::string key2 = "1234";
     {
         TransactionGuard t;
@@ -21,13 +21,33 @@ void testSimple() {
     }
 
     {
-        TransactionGuard t2;
+        TransactionGuard t;
         auto x = a.transGet(key1);
         auto y = a.transGet(key2);
         assert(x.second == 123);
         assert(y.second == 321);
     }
 
+    {
+        TransactionGuard t;
+        a.erase(key1);
+        auto x = a.transGet(key1);
+        assert(x.second == 0);
+    }
+
+    {
+        TransactionGuard t;
+        auto x = a.transGet(key1);
+        assert(x.second == 0);
+        a.transPut(key1, 567);
+    }
+
+    {
+        TransactionGuard t;
+        auto x = a.transGet(key1);
+        assert(x.second == 567);
+    }
+
     printf("PASS: %s\n", __FUNCTION__);
 }
 

From e9475ab581cdece7cf45b0b58ac651aa420e8f33 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 15 Jun 2018 08:32:29 -0700
Subject: [PATCH 009/116] Better lookup lock

---
 datatype/ART.hh   |  7 -------
 datatype/TART.hh  | 27 +++++++++++++++++++++++----
 test/unit-tart.cc | 26 +++++++++++++-------------
 3 files changed, 36 insertions(+), 24 deletions(-)

diff --git a/datatype/ART.hh b/datatype/ART.hh
index 4e664cae..65c1c4a5 100644
--- a/datatype/ART.hh
+++ b/datatype/ART.hh
@@ -31,10 +31,6 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 #ifndef ART_H
 #define ART_H
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
 #define NODE4   1
 #define NODE16  2
 #define NODE48  3
@@ -226,9 +222,6 @@ int art_iter(art_tree *t, art_callback cb, void *data);
  */
 int art_iter_prefix(art_tree *t, const unsigned char *prefix, int prefix_len, art_callback cb, void *data);
 
-#ifdef __cplusplus
-}
-#endif
 
 #endif
 
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 3de91698..a16f15e0 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -36,16 +36,25 @@ public:
             return {true, val};
         } else {
             std::pair<bool, Value> ret;
-            vers_.lock_exclusive();
             auto search = root_.read(item, vers_);
+            vers_.lock_exclusive();
             uintptr_t val = (uintptr_t) art_search(&search.second, (const unsigned char*) k.c_str(), k.length());
+            vers_.unlock_exclusive();
             ret = {search.first, val};
             printf("get key: %s, val: %lu\n", k.c_str(), val);
-            vers_.unlock_exclusive();
             return ret;
         }
     }
 
+    Value lookup(Key k) {
+        auto result = transGet(k);
+        if (!result.first) {
+            throw Transaction::Abort();
+        } else {
+            return result.second;
+        }
+    }
+
     void transPut(Key k, Value v) {
         printf("put key: %s, val: %lu\n", k.c_str(), v);
         auto item = Sto::item(this, k);
@@ -53,6 +62,10 @@ public:
         item.clear_flags(deleted_bit);
     }
 
+    void insert(Key k, Value v) {
+        transPut(k, v);
+    }
+
     void erase(Key k) {
         printf("erase key: %s\n", k.c_str());
         auto item = Sto::item(this, k);
@@ -80,10 +93,16 @@ public:
         }
 
         printf("install key: %s, val: %lu\n", key.c_str(), val);
-        txn.set_version_unlock(vers_, item);
     }
     void unlock(TransItem& item) override {
-        vers_.cp_unlock(item);
+        if (vers_.is_locked_here()) {
+            auto txn = Sto::transaction();
+            if (txn->aborted()) {
+                vers_.cp_unlock(item);
+            } else {
+                txn->set_version_unlock(vers_, item);
+            }
+        }
     }
     void print(std::ostream& w, const TransItem& item) const override {
         w << "{TART<" << typeid(int).name() << "> " << (void*) this;
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 5604a43d..55bd04a8 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -16,36 +16,36 @@ void testSimple() {
     std::string key2 = "1234";
     {
         TransactionGuard t;
-        a.transPut(key1, 123);
-        a.transPut(key2, 321);
+        a.insert(key1, 123);
+        a.insert(key2, 321);
     }
 
     {
         TransactionGuard t;
-        auto x = a.transGet(key1);
-        auto y = a.transGet(key2);
-        assert(x.second == 123);
-        assert(y.second == 321);
+        auto x = a.lookup(key1);
+        auto y = a.lookup(key2);
+        assert(x == 123);
+        assert(y == 321);
     }
 
     {
         TransactionGuard t;
         a.erase(key1);
-        auto x = a.transGet(key1);
-        assert(x.second == 0);
+        auto x = a.lookup(key1);
+        assert(x == 0);
     }
 
     {
         TransactionGuard t;
-        auto x = a.transGet(key1);
-        assert(x.second == 0);
-        a.transPut(key1, 567);
+        auto x = a.lookup(key1);
+        assert(x == 0);
+        a.insert(key1, 567);
     }
 
     {
         TransactionGuard t;
-        auto x = a.transGet(key1);
-        assert(x.second == 567);
+        auto x = a.lookup(key1);
+        assert(x == 567);
     }
 
     printf("PASS: %s\n", __FUNCTION__);

From 9463fb0a0673eccf81a4e5487f50e580bd0abed9 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 15 Jun 2018 12:04:42 -0400
Subject: [PATCH 010/116] Correct makefile

---
 GNUmakefile.in | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/GNUmakefile.in b/GNUmakefile.in
index 2f02269e..ca81fa8e 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -96,6 +96,7 @@ UNIT_PROGRAMS = unit-tarray \
 				unit-tcounter \
 				unit-tbox \
 				unit-tint \
+				unit-tart \
 				unit-tgeneric \
 				unit-rcu \
 				unit-tvector \
@@ -114,6 +115,7 @@ ACT_UNIT_PROGRAMS = unit-tarray \
                     unit-tcounter \
                     unit-tbox \
                     unit-tint \
+                    unit-tart \
                     unit-rcu \
                     unit-tvector \
                     unit-tvector-nopred \
@@ -218,6 +220,9 @@ unit-tbox: $(OBJ)/unit-tbox.o $(STO_DEPS)
 unit-tint: $(OBJ)/unit-tint.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
+unit-tart: $(OBJ)/unit-tart.o $(STO_DEPS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
+
 unit-tgeneric: $(OBJ)/unit-tgeneric.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 

From ba28c828c1e359d88ce6908e34b350fe4993bedf Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Fri, 15 Jun 2018 15:01:21 -0300
Subject: [PATCH 011/116] new TART tests

---
 datatype/TART.hh          |   2 +
 test/unit-tart-threads.hh |  92 ++++++++++++++++++++++++
 test/unit-tart.cc         | 142 ++++++++++++++++++++++++++++++++++++++
 3 files changed, 236 insertions(+)
 create mode 100644 test/unit-tart-threads.hh

diff --git a/datatype/TART.hh b/datatype/TART.hh
index a16f15e0..fb3b9404 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -26,7 +26,9 @@ public:
     }
 
     std::pair<bool, Value> transGet(Key k) {
+        printf("getting item on key %s, this is %p\n", k.c_str(), this);
         auto item = Sto::item(this, k);
+        printf("item is %p\n", item);
         if (item.has_flag(deleted_bit)) {
             return {true, NULL};
         }
diff --git a/test/unit-tart-threads.hh b/test/unit-tart-threads.hh
new file mode 100644
index 00000000..a0b5414f
--- /dev/null
+++ b/test/unit-tart-threads.hh
@@ -0,0 +1,92 @@
+#undef NDEBUG
+#include <string>
+#include <iostream>
+#include <cassert>
+#include <vector>
+#include "Sto.hh"
+#include "TART.hh"
+#include "Transaction.hh"
+#include <unistd.h>
+
+
+std::string absentkey1 = "absent";
+std::string absentkey2 = "willbewritten";
+TART aTART;
+
+void CleanATART() {
+    {
+        TransactionGuard t;
+        aTART.erase(absentkey2);
+        aTART.erase(absentkey1);
+    }
+}
+
+void ReadK1WriteK2() {
+    {
+        TransactionGuard t;
+        auto x = aTART.lookup(absentkey1);
+        aTART.insert(absentkey2, 123);
+        usleep(1000);
+    }
+}
+
+void WriteK2() {
+    {
+        // usleep(200);
+        TransactionGuard t;
+        aTART.insert(absentkey2, 456);
+    }
+
+}
+void DelayWriteK2() {
+    {
+        TransactionGuard t;
+        usleep(1000);
+        auto x = aTART.lookup(absentkey2);
+        printf("looked up absent key 2 is %d\n", x);
+        aTART.insert(absentkey2, 123);
+    }
+
+}
+
+void WriteK1K2() {
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey1, 101112);
+        aTART.insert(absentkey1, 131415);
+    }   
+}
+
+void ABA1() {
+    try {
+        TransactionGuard t;
+        auto x = aTART.lookup(absentkey2);
+        aTART.insert(absentkey1, 123);
+        usleep(20000);
+        printf("ABA1 TO COMMIT\n");
+    } catch (Transaction::Abort e) {
+        printf("aba1 aborted\n");
+    }
+}
+
+void ABA2() {
+    try {
+        TransactionGuard t;
+        usleep(1000);
+        aTART.erase(absentkey2);
+        printf("ABA2 TO COMMIT\n");
+    } catch (Transaction::Abort e) {
+        printf("aba 2 abored\n");
+    }
+}
+
+void ABA3() {
+    try {
+        TransactionGuard t;
+        usleep(10000);
+        aTART.insert(absentkey2, 456);
+        printf("ABA3 TO COMMIT\n");
+    } catch (Transaction::Abort e) {
+        printf("aba3 aborted\n");
+    }
+}
\ No newline at end of file
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 55bd04a8..8b896e8b 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -1,11 +1,14 @@
 #undef NDEBUG
 #include <string>
+#include <thread>
 #include <iostream>
 #include <cassert>
 #include <vector>
 #include "Sto.hh"
 #include "TART.hh"
 #include "Transaction.hh"
+#include <unistd.h>
+#include "unit-tart-threads.hh"
 
 #define GUARDED if (TransactionGuard tguard{})
 
@@ -51,7 +54,146 @@ void testSimple() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+void testErase() {
+    TART a;
+
+    std::string key1 = "hello world";
+
+    // deleting non-existent node
+    {
+        TransactionGuard t;
+        a.erase(key1);
+        auto x = a.lookup(key1);
+        assert(x == 0);
+    }
+
+    {
+        TransactionGuard t;
+        a.erase(key1);
+        auto x = a.lookup(key1);
+        assert(x == 0);
+        a.insert(key1, 123);
+        a.erase(key1);
+        x = a.lookup(key1);
+        assert(x == 0);    
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+
+}
+
+void multiWrite() {
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey2, 456);
+    }
+
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey2, 123);
+    }
+    {
+        TransactionGuard t;
+        auto x = aTART.lookup(absentkey2);
+        assert(x == 123);    
+    }
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void ThreadWrites1() {
+    std::thread thr1 = std::thread(DelayWriteK2);
+    std::thread thr2 = std::thread(WriteK2);
+    printf("to join thr2\n");
+    thr2.join();
+    printf("to join thr1\n");
+    thr1.join();
+        printf("joined\n");
+
+
+    {
+        printf("to lookup\n");
+        auto x = aTART.lookup(absentkey2);
+        printf("looked\n");
+        assert(x == 123);
+    }
+    printf("PASS: %s\n", __FUNCTION__);
+
+}
+
+
+// optimization question: if a write re-writes the same value, should an install occur
+void ABA() {
+    printf("HI IM ABA\n");
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey2, 456);
+    }
+
+    std::thread thr1 = std::thread(ABA1);
+    std::thread thr2 = std::thread(ABA2);
+    std::thread thr3 = std::thread(ABA3);
+    thr2.join();
+    thr3.join();
+    thr1.join();
+    printf("joined\n");
+
+    try {
+        TransactionGuard t;
+        auto x = aTART.lookup(absentkey2);
+        auto y = aTART.lookup(absentkey1);
+        assert(x == 456);
+        assert(y == 0);
+    } catch (Transaction::Abort e) {
+        printf("main aba aborted\n");
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+
+    // ABA1 should fail due to key2 value changing
+}
+
+void Absent1() {
+    // {
+    //     TransactionGuard t;
+    //     aTART.insert(absentkey2, 456)
+    // }
+
+    // std::thread thr1 = std::thread(ABA1);
+    // std::thread thr3 = std::thread(ABA3);
+    // thr2.join();
+    // thr3.join();
+    // thr1.join();
+
+
+    // auto x = aTART.lookup(absentkey2);
+    // auto y = aTART.lookup(absentkey1);
+    // assert(x == 456);
+    // assert(y == 0);
+}
+
+// will not work with a tree v number, will work with node vnumber
+// absent read of k1 will check tree v number
+void Absent2() {
+    std::thread thr1 = std::thread(ReadK1WriteK2);
+    usleep(10);
+    std::thread thr2 = std::thread(WriteK2);
+    {
+        TransactionGuard t;
+        auto x = aTART.lookup(absentkey2);
+        assert(x == 123);
+    }
+}
+
 int main() {
+    aTART = TART();
     testSimple();
+    testErase();
+    multiWrite();
+    CleanATART();
+    ThreadWrites1();
+    CleanATART();
+    ABA();
+    CleanATART();
+
     return 0;
 }

From 854f27c3b647470254e01b633776992d9f96b0ac Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 15 Jun 2018 11:18:39 -0700
Subject: [PATCH 012/116] Update tests

---
 test/unit-tart-threads.hh | 17 +++++++----------
 test/unit-tart.cc         |  8 +++++---
 2 files changed, 12 insertions(+), 13 deletions(-)

diff --git a/test/unit-tart-threads.hh b/test/unit-tart-threads.hh
index a0b5414f..87c7a27d 100644
--- a/test/unit-tart-threads.hh
+++ b/test/unit-tart-threads.hh
@@ -58,15 +58,12 @@ void WriteK1K2() {
 }
 
 void ABA1() {
-    try {
-        TransactionGuard t;
-        auto x = aTART.lookup(absentkey2);
-        aTART.insert(absentkey1, 123);
-        usleep(20000);
-        printf("ABA1 TO COMMIT\n");
-    } catch (Transaction::Abort e) {
-        printf("aba1 aborted\n");
-    }
+    TestTransaction t(1);
+    auto x = aTART.lookup(absentkey2);
+    aTART.insert(absentkey1, 123);
+    usleep(20000);
+    printf("ABA1 TO COMMIT\n");
+    assert(!t.try_commit());
 }
 
 void ABA2() {
@@ -89,4 +86,4 @@ void ABA3() {
     } catch (Transaction::Abort e) {
         printf("aba3 aborted\n");
     }
-}
\ No newline at end of file
+}
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 8b896e8b..a90197a7 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -189,11 +189,13 @@ int main() {
     testSimple();
     testErase();
     multiWrite();
-    CleanATART();
-    ThreadWrites1();
-    CleanATART();
+    // CleanATART();
+    // ThreadWrites1();
+    // CleanATART();
     ABA();
     CleanATART();
 
+    printf("TART tests pass\n");
+
     return 0;
 }

From 1b4469a1a232bb0a2752d184954fa3843169d178 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 18 Jun 2018 07:54:46 -0700
Subject: [PATCH 013/116] Search returns leaf node

---
 datatype/ART.hh   | 8 +++++---
 datatype/TART.hh  | 8 +++++---
 notes.txt         | 8 ++++++++
 test/unit-tart.cc | 9 +++++----
 4 files changed, 23 insertions(+), 10 deletions(-)
 create mode 100644 notes.txt

diff --git a/datatype/ART.hh b/datatype/ART.hh
index 65c1c4a5..6503c450 100644
--- a/datatype/ART.hh
+++ b/datatype/ART.hh
@@ -28,6 +28,7 @@ SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 */
 
 #include <stdint.h>
+#include "Sto.hh"
 #ifndef ART_H
 #define ART_H
 
@@ -103,6 +104,7 @@ typedef struct {
  * of arbitrary size, as they include the key.
  */
 typedef struct {
+    TVersion vers;
     void *value;
     uint32_t key_len;
     unsigned char key[];
@@ -182,7 +184,7 @@ void* art_delete(art_tree *t, const unsigned char *key, int key_len);
  * @return NULL if the item was not found, otherwise
  * the value pointer is returned.
  */
-void* art_search(const art_tree *t, const unsigned char *key, int key_len);
+art_leaf* art_search(const art_tree *t, const unsigned char *key, int key_len);
 
 /**
  * Returns the minimum valued leaf
@@ -485,7 +487,7 @@ static int leaf_matches(const art_leaf *n, const unsigned char *key, int key_len
  * @return NULL if the item was not found, otherwise
  * the value pointer is returned.
  */
-void* art_search(const art_tree *t, const unsigned char *key, int key_len) {
+art_leaf* art_search(const art_tree *t, const unsigned char *key, int key_len) {
     art_node **child;
     art_node *n = t->root;
     int prefix_len, depth = 0;
@@ -495,7 +497,7 @@ void* art_search(const art_tree *t, const unsigned char *key, int key_len) {
             n = (art_node*)LEAF_RAW(n);
             // Check if the expanded path matches
             if (!leaf_matches((art_leaf*)n, key, key_len, depth)) {
-                return ((art_leaf*)n)->value;
+                return ((art_leaf*)n);
             }
             return NULL;
         }
diff --git a/datatype/TART.hh b/datatype/TART.hh
index fb3b9404..6d3997a6 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -26,9 +26,7 @@ public:
     }
 
     std::pair<bool, Value> transGet(Key k) {
-        printf("getting item on key %s, this is %p\n", k.c_str(), this);
         auto item = Sto::item(this, k);
-        printf("item is %p\n", item);
         if (item.has_flag(deleted_bit)) {
             return {true, NULL};
         }
@@ -40,7 +38,11 @@ public:
             std::pair<bool, Value> ret;
             auto search = root_.read(item, vers_);
             vers_.lock_exclusive();
-            uintptr_t val = (uintptr_t) art_search(&search.second, (const unsigned char*) k.c_str(), k.length());
+            art_leaf* leaf = art_search(&search.second, (const unsigned char*) k.c_str(), k.length());
+            Value val = 0;
+            if (leaf != NULL) {
+                val = (Value) leaf->value;
+            }
             vers_.unlock_exclusive();
             ret = {search.first, val};
             printf("get key: %s, val: %lu\n", k.c_str(), val);
diff --git a/notes.txt b/notes.txt
new file mode 100644
index 00000000..9de2feb6
--- /dev/null
+++ b/notes.txt
@@ -0,0 +1,8 @@
+things to do:
+
+version number on each node
+install must change per node version number
+only change big version in unlock if new node was created
+
+change lookup to return node as well as value
+read must observe version in node
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index a90197a7..0683836a 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -107,10 +107,11 @@ void ThreadWrites1() {
     thr2.join();
     printf("to join thr1\n");
     thr1.join();
-        printf("joined\n");
+    printf("joined\n");
 
 
     {
+        TransactionGuard t;
         printf("to lookup\n");
         auto x = aTART.lookup(absentkey2);
         printf("looked\n");
@@ -189,9 +190,9 @@ int main() {
     testSimple();
     testErase();
     multiWrite();
-    // CleanATART();
-    // ThreadWrites1();
-    // CleanATART();
+    CleanATART();
+    ThreadWrites1();
+    CleanATART();
     ABA();
     CleanATART();
 

From 9a38a5dac38b9c748d1a237cb13ac3a05d989039 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 18 Jun 2018 11:09:41 -0700
Subject: [PATCH 014/116] Per node versions

---
 datatype/TART.hh  | 48 ++++++++++++++++++---------
 test/unit-tart.cc | 84 +++++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 116 insertions(+), 16 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 6d3997a6..3e086a04 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -27,24 +27,26 @@ public:
 
     std::pair<bool, Value> transGet(Key k) {
         auto item = Sto::item(this, k);
-        if (item.has_flag(deleted_bit)) {
-            return {true, NULL};
-        }
+        // if (item.has_flag(deleted_bit)) {
+        //     return {true, NULL};
+        // }
 
         if (item.has_write()) {
             auto val = item.template write_value<Value>();
             return {true, val};
         } else {
             std::pair<bool, Value> ret;
-            auto search = root_.read(item, vers_);
             vers_.lock_exclusive();
-            art_leaf* leaf = art_search(&search.second, (const unsigned char*) k.c_str(), k.length());
+            art_leaf* leaf = art_search(&root_.access(), (const unsigned char*) k.c_str(), k.length());
             Value val = 0;
             if (leaf != NULL) {
                 val = (Value) leaf->value;
+                leaf->vers.observe_read(item);
+            } else {
+                vers_.observe_read(item);
             }
             vers_.unlock_exclusive();
-            ret = {search.first, val};
+            ret = {true, val};
             printf("get key: %s, val: %lu\n", k.c_str(), val);
             return ret;
         }
@@ -62,7 +64,7 @@ public:
     void transPut(Key k, Value v) {
         printf("put key: %s, val: %lu\n", k.c_str(), v);
         auto item = Sto::item(this, k);
-        item.acquire_write(vers_, v);
+        item.add_write(v);
         item.clear_flags(deleted_bit);
     }
 
@@ -74,38 +76,52 @@ public:
         printf("erase key: %s\n", k.c_str());
         auto item = Sto::item(this, k);
         item.add_flags(deleted_bit);
-        item.acquire_write(vers_, 0);
+        item.add_write(0);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
         if (vers_.is_locked_here()) {
             return true;
         }
+        printf("LOCK\n");
+        printf("%p\n", vers_);
         return txn.try_lock(item, vers_);
     }
     bool check(TransItem& item, Transaction& txn) override {
-        return vers_.cp_check_version(txn, item);
+        printf("CHECK\n");
+        Key key = item.template key<Key>();
+        art_leaf* s = art_search(&root_.access(), (const unsigned char*) key.c_str(), key.length());
+        if (s == NULL) {
+            return vers_.cp_check_version(txn, item);
+        }
+        return s->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
+        printf("INSTALL\n");
         Value val = item.template write_value<Value>();
         Key key = item.template key<Key>();
 
         if (item.has_flag(deleted_bit)) {
             art_delete(&root_.access(), (const unsigned char*) key.c_str(), key.length());
+            txn.set_version(vers_);
         } else {
-            art_insert(&root_.access(), (const unsigned char*) key.c_str(), key.length(), (void*) val);
+            auto new_insert = art_insert(&root_.access(), (const unsigned char*) key.c_str(), key.length(), (void*) val);
+            if (new_insert == NULL) {
+                txn.set_version(vers_);
+            }
+            art_leaf* s = art_search(&root_.access(), (const unsigned char*) key.c_str(), key.length());
+            s->vers.lock_exclusive();
+            txn.set_version(s->vers);
+            s->vers.unlock_exclusive();
         }
+        printf("d\n");
 
         printf("install key: %s, val: %lu\n", key.c_str(), val);
     }
     void unlock(TransItem& item) override {
+        printf("UNLOCK\n");
         if (vers_.is_locked_here()) {
-            auto txn = Sto::transaction();
-            if (txn->aborted()) {
-                vers_.cp_unlock(item);
-            } else {
-                txn->set_version_unlock(vers_, item);
-            }
+            vers_.cp_unlock(item);
         }
     }
     void print(std::ostream& w, const TransItem& item) const override {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 0683836a..f95ab15b 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -185,8 +185,91 @@ void Absent2() {
     }
 }
 
+void testReadRead() {
+    TART art;
+    {
+        TransactionGuard t;
+        art.insert("hello", 4);
+    }
+
+    TestTransaction t1(0);
+    auto x = art.lookup("hello");
+
+    TestTransaction t2(1);
+    auto y = art.lookup("hello");
+    assert(t2.try_commit());
+
+    t1.use();
+    assert(t1.try_commit());
+    assert(x == y);
+    assert(x == 4);
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testReadWrite() {
+    TART art;
+    {
+        TransactionGuard t;
+        art.insert("hello", 4);
+    }
+
+    TestTransaction t1(0);
+    auto x = art.lookup("hello");
+    art.insert("world", 1);
+
+    TestTransaction t2(1);
+    art.insert("hello", 6);
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testPerNodeV() {
+    TART art;
+    {
+        TransactionGuard t;
+        art.insert("x", 1);
+        art.insert("y", 2);
+        art.insert("z", 3);
+    }
+
+    {
+        TransactionGuard t;
+        auto x = art.lookup("x");
+        auto y = art.lookup("y");
+        auto z = art.lookup("z");
+        assert(x == 1);
+        assert(y == 2);
+        assert(z == 3);
+    }
+
+    TestTransaction t1(0);
+    auto x = art.lookup("x");
+    art.insert("z", 13);
+
+    TestTransaction t2(1);
+    art.insert("y", 12);
+    assert(t2.try_commit());
+    assert(t1.try_commit());
+
+    {
+        TransactionGuard t;
+        auto x = art.lookup("x");
+        auto y = art.lookup("y");
+        auto z = art.lookup("z");
+        assert(x == 1);
+        assert(y == 12);
+        assert(z == 13);
+    }
+}
+
 int main() {
     aTART = TART();
+
+    testReadWrite();
+    testReadRead();
+
     testSimple();
     testErase();
     multiWrite();
@@ -195,6 +278,7 @@ int main() {
     CleanATART();
     ABA();
     CleanATART();
+    testPerNodeV();
 
     printf("TART tests pass\n");
 

From 2016cb42e7fbf25959696ffb0e690e0e82780d32 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 18 Jun 2018 13:21:55 -0700
Subject: [PATCH 015/116] Small improvements

---
 datatype/ART.hh  | 29 ++++++++++++++++-------------
 datatype/TART.hh | 31 +++++++++++--------------------
 2 files changed, 27 insertions(+), 33 deletions(-)

diff --git a/datatype/ART.hh b/datatype/ART.hh
index 6503c450..ec858c59 100644
--- a/datatype/ART.hh
+++ b/datatype/ART.hh
@@ -164,7 +164,7 @@ inline uint64_t art_size(art_tree *t) {
  * @return NULL if the item was newly inserted, otherwise
  * the old value pointer is returned.
  */
-void* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value);
+art_leaf* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value, bool* new_insert);
 
 /**
  * Deletes a value from the ART tree
@@ -774,11 +774,12 @@ static int prefix_mismatch(const art_node *n, const unsigned char *key, int key_
     return idx;
 }
 
-static void* recursive_insert(art_node *n, art_node **ref, const unsigned char *key, int key_len, void *value, int depth, int *old) {
+static art_leaf* recursive_insert(art_node *n, art_node **ref, const unsigned char *key, int key_len, void *value, int depth, int *old) {
     // If we are at a NULL node, inject a leaf
     if (!n) {
-        *ref = (art_node*)SET_LEAF(make_leaf(key, key_len, value));
-        return NULL;
+        art_leaf* l = make_leaf(key, key_len, value);
+        *ref = (art_node*) SET_LEAF(l);
+        return l;
     }
 
     // If we are at a leaf, we need to replace it with a node
@@ -788,9 +789,8 @@ static void* recursive_insert(art_node *n, art_node **ref, const unsigned char *
         // Check if we are updating an existing value
         if (!leaf_matches(l, key, key_len, depth)) {
             *old = 1;
-            void *old_val = l->value;
             l->value = value;
-            return old_val;
+            return l;
         }
 
         // New value, we must split the leaf into a node4
@@ -807,7 +807,7 @@ static void* recursive_insert(art_node *n, art_node **ref, const unsigned char *
         *ref = (art_node*)new_node;
         add_child4(new_node, ref, l->key[depth+longest_prefix], SET_LEAF(l));
         add_child4(new_node, ref, l2->key[depth+longest_prefix], SET_LEAF(l2));
-        return NULL;
+        return l;
     }
 
     // Check if given node has a prefix
@@ -842,7 +842,7 @@ static void* recursive_insert(art_node *n, art_node **ref, const unsigned char *
         // Insert the new leaf
         art_leaf *l = make_leaf(key, key_len, value);
         add_child4(new_node, ref, key[depth+prefix_diff], SET_LEAF(l));
-        return NULL;
+        return l;
     }
 
 RECURSE_SEARCH:;
@@ -856,7 +856,7 @@ RECURSE_SEARCH:;
     // No child, node goes within us
     art_leaf *l = make_leaf(key, key_len, value);
     add_child(n, ref, key[depth], SET_LEAF(l));
-    return NULL;
+    return l;
 }
 
 /**
@@ -868,11 +868,14 @@ RECURSE_SEARCH:;
  * @return NULL if the item was newly inserted, otherwise
  * the old value pointer is returned.
  */
-void* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value) {
+art_leaf* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value, bool* new_insert) {
     int old_val = 0;
-    void *old = recursive_insert(t->root, &t->root, key, key_len, value, 0, &old_val);
-    if (!old_val) t->size++;
-    return old;
+    art_leaf* new_leaf = recursive_insert(t->root, &t->root, key, key_len, value, 0, &old_val);
+    if (!old_val) {
+        t->size++;
+        *new_insert = true;
+    }
+    return new_leaf;
 }
 
 static void remove_child256(art_node256 *n, art_node **ref, unsigned char c) {
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 3e086a04..352bca28 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -9,6 +9,10 @@
 #include "print_value.hh"
 #include "ART.hh"
 
+static const unsigned char* c_str(std::string s) {
+    return (const unsigned char*) s.c_str();
+}
+
 class TART : public TObject {
 public:
     typedef std::string Key;
@@ -27,17 +31,13 @@ public:
 
     std::pair<bool, Value> transGet(Key k) {
         auto item = Sto::item(this, k);
-        // if (item.has_flag(deleted_bit)) {
-        //     return {true, NULL};
-        // }
-
         if (item.has_write()) {
             auto val = item.template write_value<Value>();
             return {true, val};
         } else {
             std::pair<bool, Value> ret;
             vers_.lock_exclusive();
-            art_leaf* leaf = art_search(&root_.access(), (const unsigned char*) k.c_str(), k.length());
+            art_leaf* leaf = art_search(&root_.access(), c_str(k), k.length());
             Value val = 0;
             if (leaf != NULL) {
                 val = (Value) leaf->value;
@@ -80,46 +80,37 @@ public:
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        if (vers_.is_locked_here()) {
-            return true;
-        }
-        printf("LOCK\n");
-        printf("%p\n", vers_);
-        return txn.try_lock(item, vers_);
+        return vers_.is_locked_here() || txn.try_lock(item, vers_);
     }
     bool check(TransItem& item, Transaction& txn) override {
-        printf("CHECK\n");
         Key key = item.template key<Key>();
-        art_leaf* s = art_search(&root_.access(), (const unsigned char*) key.c_str(), key.length());
+        art_leaf* s = art_search(&root_.access(), c_str(key), key.length());
         if (s == NULL) {
             return vers_.cp_check_version(txn, item);
         }
         return s->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        printf("INSTALL\n");
         Value val = item.template write_value<Value>();
         Key key = item.template key<Key>();
 
         if (item.has_flag(deleted_bit)) {
-            art_delete(&root_.access(), (const unsigned char*) key.c_str(), key.length());
+            art_delete(&root_.access(), c_str(key), key.length());
             txn.set_version(vers_);
         } else {
-            auto new_insert = art_insert(&root_.access(), (const unsigned char*) key.c_str(), key.length(), (void*) val);
-            if (new_insert == NULL) {
+            bool new_insert;
+            art_leaf* s = art_insert(&root_.access(), c_str(key), key.length(), (void*) val, &new_insert);
+            if (new_insert) {
                 txn.set_version(vers_);
             }
-            art_leaf* s = art_search(&root_.access(), (const unsigned char*) key.c_str(), key.length());
             s->vers.lock_exclusive();
             txn.set_version(s->vers);
             s->vers.unlock_exclusive();
         }
-        printf("d\n");
 
         printf("install key: %s, val: %lu\n", key.c_str(), val);
     }
     void unlock(TransItem& item) override {
-        printf("UNLOCK\n");
         if (vers_.is_locked_here()) {
             vers_.cp_unlock(item);
         }

From a5661520cb45b38fe284a81a2c693f4b87473ea1 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 20 Jun 2018 08:58:59 -0700
Subject: [PATCH 016/116] Add benchmark

---
 .gitignore         |  1 +
 GNUmakefile.in     |  5 +++
 test/bench-tart.cc | 94 ++++++++++++++++++++++++++++++++++++++++++++++
 3 files changed, 100 insertions(+)
 create mode 100644 test/bench-tart.cc

diff --git a/.gitignore b/.gitignore
index f4af957b..7fe116ef 100644
--- a/.gitignore
+++ b/.gitignore
@@ -37,6 +37,7 @@
 /unit-dboindex
 /unit-tint
 /unit-tart
+/bench-tart
 /unit-tarray
 /unit-tbox
 /unit-tgeneric
diff --git a/GNUmakefile.in b/GNUmakefile.in
index ca81fa8e..4514cb35 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -97,6 +97,7 @@ UNIT_PROGRAMS = unit-tarray \
 				unit-tbox \
 				unit-tint \
 				unit-tart \
+				bench-tart \
 				unit-tgeneric \
 				unit-rcu \
 				unit-tvector \
@@ -116,6 +117,7 @@ ACT_UNIT_PROGRAMS = unit-tarray \
                     unit-tbox \
                     unit-tint \
                     unit-tart \
+                    bench-tart \
                     unit-rcu \
                     unit-tvector \
                     unit-tvector-nopred \
@@ -223,6 +225,9 @@ unit-tint: $(OBJ)/unit-tint.o $(STO_DEPS)
 unit-tart: $(OBJ)/unit-tart.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
+bench-tart: $(OBJ)/bench-tart.o $(STO_DEPS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
+
 unit-tgeneric: $(OBJ)/unit-tgeneric.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
new file mode 100644
index 00000000..5c744b08
--- /dev/null
+++ b/test/bench-tart.cc
@@ -0,0 +1,94 @@
+#undef NDEBUG
+#include <string>
+#include <thread>
+#include <iostream>
+#include <cassert>
+#include <vector>
+#include "Sto.hh"
+#include "TART.hh"
+#include "Transaction.hh"
+#include <unistd.h>
+
+#define NTHREAD 100
+#define NVALS 1000
+#define KEYSIZE 5
+
+TART art;
+std::string keys[NVALS];
+unsigned vals[NVALS];
+
+std::string rand_string() {
+    auto randchar = []() -> char
+    {
+        const char charset[] = "abcdefghijklmnopqrstuvwxyz";
+        const size_t max_index = (sizeof(charset) - 1);
+        return charset[ rand() % max_index ];
+    };
+    std::string str(KEYSIZE, 0);
+    std::generate_n(str.begin(), KEYSIZE, randchar);
+    return str;
+}
+
+int rand_int() {
+    return std::rand();
+}
+
+void doBenchInsert(int i) {
+    TThread::set_id(i);
+    for (int i = 0; i < NVALS/10; i++) {
+        auto keyI = rand_int() % NVALS;
+        auto valI = rand_int() % NVALS;
+        TRANSACTION_E {
+            art.insert(keys[keyI], vals[valI]);
+        } RETRY_E(true);
+
+        TRANSACTION_E {
+            assert(art.lookup(keys[keyI]) == vals[valI]);
+        } RETRY_E(true);
+    }
+}
+
+void doBenchErase(int i) {
+    TThread::set_id(i);
+    for (int i = 0; i < NVALS/10; i++) {
+        auto eraseI = rand_int() % NVALS;
+        TRANSACTION_E {
+            art.erase(keys[eraseI]);
+        } RETRY_E(true);
+        TRANSACTION_E {
+            assert(art.lookup(keys[eraseI]) == 0);
+        } RETRY_E(true);
+    }
+}
+
+int main() {
+    srand(time(NULL));
+    art = TART();
+
+    for (int i = 0; i < NVALS; i++) {
+        keys[i] = rand_string();
+        vals[i] = rand_int();
+        printf("%d: key: %s, val: %d\n", i, keys[i].c_str(), vals[i]);
+    }
+
+    std::thread threads[NTHREAD];
+
+    std::clock_t start;
+    start = std::clock();
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i] = std::thread(doBenchInsert, i);
+    }
+
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i].join();
+    }
+
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i] = std::thread(doBenchErase, i);
+    }
+
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i].join();
+    }
+    std::cout << "Time: " << (std::clock() - start) / (double)(CLOCKS_PER_SEC / 1000) << " ms" << std::endl;
+}

From 9996123fa91d57d6f0de6c540a520b5b1f3653c6 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 20 Jun 2018 09:00:37 -0700
Subject: [PATCH 017/116] Small fix

---
 datatype/ART.hh | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/datatype/ART.hh b/datatype/ART.hh
index ec858c59..7fd4a523 100644
--- a/datatype/ART.hh
+++ b/datatype/ART.hh
@@ -874,6 +874,8 @@ art_leaf* art_insert(art_tree *t, const unsigned char *key, int key_len, void *v
     if (!old_val) {
         t->size++;
         *new_insert = true;
+    } else {
+        *new_insert = false;
     }
     return new_leaf;
 }

From dfe5887a40c37418a04495fda862de44f5bc1fdd Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 20 Jun 2018 09:04:51 -0700
Subject: [PATCH 018/116] Fix bench

---
 datatype/TART.hh   | 5 -----
 test/bench-tart.cc | 4 ----
 2 files changed, 9 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 352bca28..abfbac7a 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -47,7 +47,6 @@ public:
             }
             vers_.unlock_exclusive();
             ret = {true, val};
-            printf("get key: %s, val: %lu\n", k.c_str(), val);
             return ret;
         }
     }
@@ -62,7 +61,6 @@ public:
     }
 
     void transPut(Key k, Value v) {
-        printf("put key: %s, val: %lu\n", k.c_str(), v);
         auto item = Sto::item(this, k);
         item.add_write(v);
         item.clear_flags(deleted_bit);
@@ -73,7 +71,6 @@ public:
     }
 
     void erase(Key k) {
-        printf("erase key: %s\n", k.c_str());
         auto item = Sto::item(this, k);
         item.add_flags(deleted_bit);
         item.add_write(0);
@@ -107,8 +104,6 @@ public:
             txn.set_version(s->vers);
             s->vers.unlock_exclusive();
         }
-
-        printf("install key: %s, val: %lu\n", key.c_str(), val);
     }
     void unlock(TransItem& item) override {
         if (vers_.is_locked_here()) {
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 5c744b08..b748c56f 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -41,10 +41,6 @@ void doBenchInsert(int i) {
         TRANSACTION_E {
             art.insert(keys[keyI], vals[valI]);
         } RETRY_E(true);
-
-        TRANSACTION_E {
-            assert(art.lookup(keys[keyI]) == vals[valI]);
-        } RETRY_E(true);
     }
 }
 

From 9b9d77ef87d4ba0e724c23cfd39885297e52be25 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 22 Jun 2018 10:28:07 -0400
Subject: [PATCH 019/116] Start concurrent art

---
 datatype/art/node.cc | 112 ++++++++++++++++++
 datatype/art/node.hh | 266 +++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 378 insertions(+)
 create mode 100644 datatype/art/node.cc
 create mode 100644 datatype/art/node.hh

diff --git a/datatype/art/node.cc b/datatype/art/node.cc
new file mode 100644
index 00000000..72c5818b
--- /dev/null
+++ b/datatype/art/node.cc
@@ -0,0 +1,112 @@
+#include "node.hh"
+
+void copyNode(Node* newNode, Node* n) {
+    newNode->numChildren = n->numChildren;
+    newNode->prefixLen = n->prefixLen;
+    memcpy(newNode->prefix, n->prefix, maxPrefixLen*sizeof(n->prefix[0]));
+    newNode->prefixLeaf = n->prefixLeaf;
+}
+
+void Node4::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+    Node16* newNode = new Node16();
+    memcpy(newNode->keys, keys, 4*sizeof(keys[0]));
+    memcpy(newNode->children, children, 5*sizeof(children[0]));
+    copyNode(newNode, this);
+    newNode->insertChild(key, child);
+    nodeLoc.store(newNode);
+}
+
+void Node16::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+    Node48* newNode = new Node48();
+    memcpy(newNode->children, children, 16*sizeof(children[0]));
+    newNode->slots = node48GrowSlots;
+    for (int i = 0; i < 16; i++) {
+        newNode->index[(uint8_t) keys[i]] = i + 1;
+    }
+    copyNode(newNode, this);
+    newNode->insertChild(key, child);
+    nodeLoc.store(newNode);
+}
+
+void Node48::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+    Node256* newNode = new Node256();
+    for (int i = 0; i < 48; i++) {
+        auto idx = index[i];
+        if (idx > 0) {
+            newNode->children[i] = children[idx-1];
+        }
+    }
+    copyNode(newNode, this);
+    newNode->insertChild(key, child);
+    nodeLoc.store(newNode);
+}
+
+void Node256::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+    insertChild(key, child);
+}
+
+std::vector<uint8_t> slice(const std::vector<uint8_t>& v, int start=0, int end=-1) {
+    int oldlen = v.size();
+    int newlen;
+
+    if (end == -1 or end >= oldlen){
+        newlen = oldlen-start;
+    } else {
+        newlen = end-start;
+    }
+
+    std::vector<uint8_t> nv(newlen);
+
+    for (int i=0; i<newlen; i++) {
+        nv[i] = v[start+i];
+    }
+    return nv;
+}
+
+void Leaf::updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*> nodeLoc) {
+    if (match(key)) {
+        this->value = value;
+        return;
+    }
+
+    unsigned i;
+    unsigned prefixLen = std::min(this->key.size(), key.size());
+    Node4* newNode = new Node4();
+    for (i = depth; i < prefixLen; i++) {
+        if (this->key[i] != key[i]) {
+            break;
+        }
+    }
+    newNode->prefixLen = i-depth;
+    auto s = slice(key, depth, i);
+    memcpy(newNode->prefix, s.data(), std::min((int) (s.size()), maxPrefixLen));
+    if (i == this->key.size()) {
+        newNode->prefixLeaf = this;
+    } else {
+        newNode->insertChild(this->key[i], this);
+    }
+    if (i == key.size()) {
+        newNode->prefixLeaf = new Leaf(key, value);
+    } else {
+        newNode->insertChild(key[i], new Leaf(key, value));
+    }
+    nodeLoc.store(newNode);
+}
+
+void Node::updatePrefixLeaf(std::vector<uint8_t> key, void* value) {
+    auto l = this->prefixLeaf;
+    if (!l) {
+        // std::atomic_store(this->prefixLeaf, new Leaf(key, value));
+    } else {
+        l->value = value;
+    }
+}
+
+bool shouldShrink(Node* parent) {
+    switch (type) {
+        case tNode4:
+            if (!parent) {
+                return false;
+            }
+    }
+}
diff --git a/datatype/art/node.hh b/datatype/art/node.hh
new file mode 100644
index 00000000..da2e53c2
--- /dev/null
+++ b/datatype/art/node.hh
@@ -0,0 +1,266 @@
+#include <utility>
+#include <cmath>
+#include <vector>
+#include <thread>
+#include <atomic>
+#include <cstring>
+#include <algorithm>
+
+#define maxPrefixLen 30
+
+#define NSPIN 30
+
+enum NodeType {
+    tNode4,
+    tNode16,
+    tNode48,
+    tNode256,
+    tNodeLeaf,
+};
+
+class Leaf {
+public:
+    NodeType type;
+    void* value; // maybe should be a T
+    std::vector<uint8_t> key;
+
+    Leaf(std::vector<uint8_t> k, void* v) {
+        type = tNodeLeaf;
+        key = k;
+        value = v;
+    }
+
+    void updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*> nodeLoc);
+
+    bool match(std::vector<uint8_t> k) {
+        if (key.size() != k.size()) {
+            return false;
+        }
+
+        for (unsigned i = 0; i < k.size(); i++) {
+            if (k[i] != key[i]) {
+                return false;
+            }
+        }
+
+        return true;
+    }
+};
+
+class Node {
+public:
+    NodeType type;
+    uint8_t numChildren;
+
+    std::atomic<uint64_t> v;
+
+    Leaf* prefixLeaf;
+
+    int32_t prefixLen;
+    char prefix[maxPrefixLen];
+
+    void updatePrefixLeaf(std::vector<uint8_t> key, void* value);
+    bool isFull() {
+        switch (type) {
+            case tNode4:
+                return numChildren == 4;
+            case tNode16:
+                return numChildren == 16;
+            case tNode48:
+                return numChildren == 48;
+            case tNode256:
+                return false;
+            case tNodeLeaf:
+                return true;
+        }
+    }
+
+    std::pair<uint64_t, bool> rLock() {
+        auto vers = waitUnlock();
+        if ((vers&1) == 1) {
+            return {0, false};
+        }
+        return {vers, true};
+    }
+
+    bool lockCheck(uint64_t version) {
+        return rUnlock(version);
+    }
+
+    bool rUnlock(uint64_t version) {
+        return version == v.load();
+    }
+
+    bool rUnlockWithNode(uint64_t version, Node* lockedNode) {
+        if (version != v.load()) {
+            lockedNode->unlock();
+            return false;
+        }
+        return true;
+    }
+
+    bool upgradeToLock(uint64_t version) {
+        return v.compare_exchange_weak(version, version+2);
+    }
+
+    bool upgradeToLockWithNode(uint64_t version, Node* lockedNode) {
+        if (!v.compare_exchange_weak(version, version+2)) {
+            lockedNode->unlock();
+            return false;
+        }
+        return true;
+    }
+
+    bool lock() {
+        while (true) {
+            auto l = rLock(); // version, ok
+            if (!l.second) {
+                return false;
+            }
+            if (upgradeToLock(l.first)) {
+                break;
+            }
+        }
+
+        return true;
+    }
+
+    void unlock() {
+        v.fetch_add(2);
+    }
+
+    void unlockObsolete() {
+        v.fetch_add(3);
+    }
+
+    uint64_t waitUnlock() {
+        auto vers = v.load();
+        auto count = NSPIN;
+        while ((vers&2) == 2) {
+            if (count <= 0) {
+                std::this_thread::yield();
+                count = NSPIN;
+            }
+            count--;
+            vers = v.load();
+        }
+
+        return vers;
+    }
+    //
+    // void insertChild(char key, void* child) {
+    //     switch (type) {
+    //     case tNode4:
+    //     case tNode16:
+    //     case tNode48:
+    //     case tNode256:
+    //     }
+    // }
+};
+
+class Node4 : public Node {
+public:
+    char keys[4];
+    std::atomic<void*> children[5];
+
+    Node4() {
+        type = tNode4;
+    }
+
+    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
+    void insertChild(char key, void* child) {
+        int i;
+        for (i = 0; i < numChildren; i++) {
+            if (key < keys[i]) {
+                break;
+            }
+        }
+        memcpy(keys+i+1, keys+i, (3-i)*sizeof(keys[0]));
+        memcpy(children+i+1, children+i, (4-i)*sizeof(children[0]));
+        keys[i] = key;
+        children[i].store(child);
+        numChildren++;
+    }
+
+};
+
+class Node16 : public Node {
+public:
+    char keys[16];
+    std::atomic<void*> children[16];
+
+    Node16() {
+        type = tNode16;
+    }
+
+    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
+
+    void insertChild(char key, void* child) {
+        int i;
+        for (i = 0; i < numChildren; i++) {
+            if (key < keys[i]) {
+                break;
+            }
+        }
+        memcpy(keys+i+1, keys+i, 15-i);
+        memcpy(children+i+1, children+i, 15-i);
+        keys[i] = key;
+        children[i].store(child);
+        numChildren++;
+    }
+};
+
+#define node48EmptySlots 0xffff000000000000
+#define node48GrowSlots  0xffffffff00000000
+
+int bits_n(int64_t x) {
+    return (x != 0) ? std::ceil(std::log(x) / std::log(2)) : 1;
+}
+
+class Node48 : public Node {
+public:
+    int8_t index[256];
+    void* children[48];
+    uint64_t slots;
+
+    Node48() {
+        type = tNode48;
+        slots = node48EmptySlots;
+    }
+
+    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
+
+    int allocSlot() {
+        uint64_t idx = 48 - bits_n(~slots);
+        slots |= 1 << (48 - idx - 1);
+        return idx;
+    }
+
+    void freeSlot(int idx) {
+        slots &= ~(1 << (48 - idx - 1));
+    }
+
+    void insertChild(char key, void* child) {
+        auto pos = allocSlot();
+        children[pos] = child;
+        index[(uint8_t) key] = pos + 1;
+        numChildren++;
+    }
+};
+
+class Node256 : public Node {
+public:
+    void* children[256];
+
+    Node256() {
+        type = tNode256;
+    }
+
+    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
+
+    void insertChild(char key, void* child) {
+        children[(uint8_t) key] = child;
+        numChildren++;
+    }
+};
+

From ded13999016aaee1afbaf9b7115ea254d1e5fd1f Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 22 Jun 2018 11:23:44 -0700
Subject: [PATCH 020/116] Almost finish concurrent art

---
 .gitignore                |   1 +
 datatype/art/art.hh       |  30 ++++
 datatype/art/main.cc      |   7 +
 datatype/art/node.cc      | 181 +++++++++++++++++----
 datatype/art/node.hh      |  79 +++++++---
 datatype/art/operation.cc | 323 ++++++++++++++++++++++++++++++++++++++
 6 files changed, 570 insertions(+), 51 deletions(-)
 create mode 100644 datatype/art/art.hh
 create mode 100644 datatype/art/main.cc
 create mode 100644 datatype/art/operation.cc

diff --git a/.gitignore b/.gitignore
index 7fe116ef..9a7eda0c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -38,6 +38,7 @@
 /unit-tint
 /unit-tart
 /bench-tart
+/tart_bench
 /unit-tarray
 /unit-tbox
 /unit-tgeneric
diff --git a/datatype/art/art.hh b/datatype/art/art.hh
new file mode 100644
index 00000000..32c82d48
--- /dev/null
+++ b/datatype/art/art.hh
@@ -0,0 +1,30 @@
+#include "node.hh"
+
+class ART {
+public:
+    std::atomic<void*> root;
+
+    ART() {
+        root.store(new Node4());
+    }
+
+    std::pair<void*, bool> get(std::vector<uint8_t> key) {
+        auto n = (Node*) root.load();
+        auto ret = n->searchOpt(key, 0, nullptr, 0);
+        auto value = std::get<0>(ret);
+        auto ex = std::get<1>(ret);
+        auto ok = std::get<2>(ret);
+        if (ok) {
+            return {value, ex};
+        }
+    }
+
+    void put(std::vector<uint8_t> key, void* value) {
+        while (true) {
+            auto n = (Node*) root.load();
+            if (n->insertOpt(key, value, 0, nullptr, 0, root)) {
+                return;
+            }
+        }
+    }
+};
diff --git a/datatype/art/main.cc b/datatype/art/main.cc
new file mode 100644
index 00000000..9a3e4214
--- /dev/null
+++ b/datatype/art/main.cc
@@ -0,0 +1,7 @@
+#include "art.hh"
+
+int main() {
+    ART a;
+    std::vector<uint8_t> key {1, 2, 3, 4};
+    a.put(key, (void*) 123);
+}
diff --git a/datatype/art/node.cc b/datatype/art/node.cc
index 72c5818b..6c38ed34 100644
--- a/datatype/art/node.cc
+++ b/datatype/art/node.cc
@@ -4,10 +4,10 @@ void copyNode(Node* newNode, Node* n) {
     newNode->numChildren = n->numChildren;
     newNode->prefixLen = n->prefixLen;
     memcpy(newNode->prefix, n->prefix, maxPrefixLen*sizeof(n->prefix[0]));
-    newNode->prefixLeaf = n->prefixLeaf;
+    newNode->prefixLeaf.store(n->prefixLeaf);
 }
 
-void Node4::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+void Node4::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     Node16* newNode = new Node16();
     memcpy(newNode->keys, keys, 4*sizeof(keys[0]));
     memcpy(newNode->children, children, 5*sizeof(children[0]));
@@ -16,7 +16,7 @@ void Node4::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
     nodeLoc.store(newNode);
 }
 
-void Node16::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+void Node16::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     Node48* newNode = new Node48();
     memcpy(newNode->children, children, 16*sizeof(children[0]));
     newNode->slots = node48GrowSlots;
@@ -28,12 +28,12 @@ void Node16::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
     nodeLoc.store(newNode);
 }
 
-void Node48::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+void Node48::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     Node256* newNode = new Node256();
     for (int i = 0; i < 48; i++) {
         auto idx = index[i];
         if (idx > 0) {
-            newNode->children[i] = children[idx-1];
+            newNode->children[i] = children[idx-1].load();
         }
     }
     copyNode(newNode, this);
@@ -41,29 +41,11 @@ void Node48::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
     nodeLoc.store(newNode);
 }
 
-void Node256::growAndInsert(char key, void* child, std::atomic<void*> nodeLoc) {
+void Node256::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     insertChild(key, child);
 }
 
-std::vector<uint8_t> slice(const std::vector<uint8_t>& v, int start=0, int end=-1) {
-    int oldlen = v.size();
-    int newlen;
-
-    if (end == -1 or end >= oldlen){
-        newlen = oldlen-start;
-    } else {
-        newlen = end-start;
-    }
-
-    std::vector<uint8_t> nv(newlen);
-
-    for (int i=0; i<newlen; i++) {
-        nv[i] = v[start+i];
-    }
-    return nv;
-}
-
-void Leaf::updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*> nodeLoc) {
+void Leaf::updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*>& nodeLoc) {
     if (match(key)) {
         this->value = value;
         return;
@@ -94,19 +76,162 @@ void Leaf::updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std:
 }
 
 void Node::updatePrefixLeaf(std::vector<uint8_t> key, void* value) {
-    auto l = this->prefixLeaf;
+    Leaf* l = this->prefixLeaf;
     if (!l) {
-        // std::atomic_store(this->prefixLeaf, new Leaf(key, value));
+        this->prefixLeaf.store(new Leaf(key, value));
     } else {
         l->value = value;
     }
 }
 
-bool shouldShrink(Node* parent) {
+bool Node::shouldShrink(Node* parent) {
     switch (type) {
         case tNode4:
             if (!parent) {
                 return false;
             }
+            if (!prefixLeaf.load()) {
+                return numChildren <= 2;
+            } else {
+                return numChildren <= 1;
+            }
+        case tNode16:
+            return numChildren <= node16MinSize;
+        case tNode48:
+            return numChildren <= node48MinSize;
+        case tNode256:
+            return numChildren > 0 && numChildren <= node256MinSize;
+        default:
+            printf("Pls no\n");
+            return false;
+    }
+}
+
+bool Node4::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+    if (prefixLeaf != nullptr) {
+        nodeLoc.store(prefixLeaf);
+        return true;
+    }
+
+    for (int i = 0; i < numChildren; i++) {
+        if (keys[i] != key) {
+            return compressChild(i, nodeLoc);
+        }
+    }
+
+    return false; // unreachable
+}
+
+bool Node4::compressChild(int idx, std::atomic<void*>& nodeLoc) {
+    Node* child = (Node*) children[idx].load();
+    if (child->type != tNodeLeaf) {
+        if (!child->lock()) {
+            return false;
+        }
+        int32_t prefixLen = this->prefixLen;
+        if (prefixLen < maxPrefixLen) {
+            prefix[prefixLen] = keys[idx];
+            prefixLen++;
+        }
+        if (prefixLen < maxPrefixLen) {
+            auto subPrefixLen = std::min(child->prefixLen, maxPrefixLen-prefixLen);
+            memcpy(prefix, child->prefix + subPrefixLen, maxPrefixLen - subPrefixLen);
+            prefixLen += subPrefixLen;
+        }
+
+        memcpy(child->prefix, prefix + std::min(prefixLen, maxPrefixLen), maxPrefixLen);
+        child->prefixLen += this->prefixLen + 1;
+        child->unlock();
+    }
+    nodeLoc.store(child);
+    return true;
+}
+
+bool Node16::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+    Node4* newNode = new Node4();
+    int idx = 0;
+    for (int i = 0; i < numChildren; i++) {
+        if (keys[i] != key) {
+            newNode->keys[idx] = keys[i];
+            newNode->children[idx].store(children[i]);
+            idx++;
+        }
+    }
+    copyNode(newNode, this);
+    newNode->numChildren = node16MinSize - 1;
+    nodeLoc.store(newNode);
+    return true;
+}
+
+bool Node48::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+    Node16* newNode = new Node16();
+    int idx = 0;
+    for (int i = 0; i < 256; i++) {
+        if (i != key && index[i] != 0) {
+            newNode->keys[idx] = i;
+            newNode->children[idx].store(children[index[i]-1]);
+            idx++;
+        }
+    }
+    copyNode(newNode, this);
+    newNode->numChildren = node48MinSize - 1;
+    nodeLoc.store(newNode);
+    return true;
+}
+
+bool Node256::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+    Node48* newNode = new Node48();
+    for (int i = 0; i < 256; i++) {
+        if (i != key && children[i] != nullptr) {
+            auto pos = newNode->allocSlot();
+            newNode->index[i] = pos + 1;
+            newNode->children[pos].store(children[i]);
+        }
+    }
+    copyNode(newNode, this);
+    newNode->numChildren = node256MinSize - 1;
+    nodeLoc.store(newNode);
+    return true;
+}
+
+bool Node::shouldCompress(Node* parent) {
+    if (type == tNode4) {
+        return numChildren == 1 && !parent;
+    }
+    return false;
+}
+
+Node* Node::firstChild() {
+    switch (type) {
+    case tNode4: {
+        Node4* n4 = (Node4*) this;
+        return (Node*) n4->children[0].load();
+    }
+    case tNode16: {
+        Node16* n16 = (Node16*) this;
+        return (Node*) n16->children[0].load();
+    }
+    case tNode48: {
+        Node48* n48 = (Node48*) this;
+        for (int i = 0; i < 256; i++) {
+            auto pos = n48->index[i];
+            if (pos == 0) {
+                continue;
+            }
+            auto c = n48->children[pos-1].load();
+            if (c) {
+                return (Node*) c;
+            }
+        }
+    }
+    case tNode256: {
+        Node256* n256 = (Node256*) this;
+        for (int i = 0; i < 256; i++) {
+            auto c = n256->children[i].load();
+            if (c) {
+                return (Node*) c;
+            }
+        }
+    }
     }
 }
diff --git a/datatype/art/node.hh b/datatype/art/node.hh
index da2e53c2..54cf817f 100644
--- a/datatype/art/node.hh
+++ b/datatype/art/node.hh
@@ -6,7 +6,12 @@
 #include <cstring>
 #include <algorithm>
 
-#define maxPrefixLen 30
+#define maxPrefixLen 8
+
+#define node16MinSize  4
+#define node48MinSize  13
+#define node256MinSize 38
+
 
 #define NSPIN 30
 
@@ -18,6 +23,24 @@ enum NodeType {
     tNodeLeaf,
 };
 
+static inline std::vector<uint8_t> slice(const std::vector<uint8_t>& v, int start=0, int end=-1) {
+    int oldlen = v.size();
+    int newlen;
+
+    if (end == -1 or end >= oldlen){
+        newlen = oldlen-start;
+    } else {
+        newlen = end-start;
+    }
+
+    std::vector<uint8_t> nv(newlen);
+
+    for (int i=0; i<newlen; i++) {
+        nv[i] = v[start+i];
+    }
+    return nv;
+}
+
 class Leaf {
 public:
     NodeType type;
@@ -30,7 +53,7 @@ public:
         value = v;
     }
 
-    void updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*> nodeLoc);
+    void updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*>& nodeLoc);
 
     bool match(std::vector<uint8_t> k) {
         if (key.size() != k.size()) {
@@ -54,12 +77,23 @@ public:
 
     std::atomic<uint64_t> v;
 
-    Leaf* prefixLeaf;
+    std::atomic<Leaf*> prefixLeaf;
 
     int32_t prefixLen;
     char prefix[maxPrefixLen];
 
+    std::tuple<int, std::vector<uint8_t>, bool> prefixMismatch(std::vector<uint8_t> key, int depth, Node* parent, uint64_t version, uint64_t parentVersion);
+    bool insertOpt(std::vector<uint8_t> key, void* value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc);
+    std::pair<std::vector<uint8_t>, bool> fullKey(uint64_t version);
+    void insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, void* value, int depth, int prefixLen, std::atomic<void*>& nodeLoc);
+    std::tuple<void*, bool, bool> searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion);
+    std::tuple<Node*, void*, int> findChild(char key);
+    int checkPrefix(std::vector<uint8_t> key, int depth);
+    bool shouldCompress(Node* parent);
+    bool shouldShrink(Node* parent);
     void updatePrefixLeaf(std::vector<uint8_t> key, void* value);
+    Node* firstChild();
+
     bool isFull() {
         switch (type) {
             case tNode4:
@@ -147,15 +181,9 @@ public:
 
         return vers;
     }
-    //
-    // void insertChild(char key, void* child) {
-    //     switch (type) {
-    //     case tNode4:
-    //     case tNode16:
-    //     case tNode48:
-    //     case tNode256:
-    //     }
-    // }
+
+    virtual void insertChild(char key, void* child);
+    virtual void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc);
 };
 
 class Node4 : public Node {
@@ -167,8 +195,10 @@ public:
         type = tNode4;
     }
 
-    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
-    void insertChild(char key, void* child) {
+    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
+    bool compressChild(int idx, std::atomic<void*>& nodeLoc);
+    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
+    void insertChild(char key, void* child) override {
         int i;
         for (i = 0; i < numChildren; i++) {
             if (key < keys[i]) {
@@ -193,9 +223,10 @@ public:
         type = tNode16;
     }
 
-    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
+    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
+    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
 
-    void insertChild(char key, void* child) {
+    void insertChild(char key, void* child) override {
         int i;
         for (i = 0; i < numChildren; i++) {
             if (key < keys[i]) {
@@ -213,14 +244,14 @@ public:
 #define node48EmptySlots 0xffff000000000000
 #define node48GrowSlots  0xffffffff00000000
 
-int bits_n(int64_t x) {
+static inline int bits_n(int64_t x) {
     return (x != 0) ? std::ceil(std::log(x) / std::log(2)) : 1;
 }
 
 class Node48 : public Node {
 public:
     int8_t index[256];
-    void* children[48];
+    std::atomic<void*> children[48];
     uint64_t slots;
 
     Node48() {
@@ -228,7 +259,8 @@ public:
         slots = node48EmptySlots;
     }
 
-    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
+    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
+    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
 
     int allocSlot() {
         uint64_t idx = 48 - bits_n(~slots);
@@ -240,7 +272,7 @@ public:
         slots &= ~(1 << (48 - idx - 1));
     }
 
-    void insertChild(char key, void* child) {
+    void insertChild(char key, void* child) override {
         auto pos = allocSlot();
         children[pos] = child;
         index[(uint8_t) key] = pos + 1;
@@ -250,15 +282,16 @@ public:
 
 class Node256 : public Node {
 public:
-    void* children[256];
+    std::atomic<void*> children[256];
 
     Node256() {
         type = tNode256;
     }
 
-    void growAndInsert(char key, void* child, std::atomic<void*> nodeLoc);
+    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
+    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
 
-    void insertChild(char key, void* child) {
+    void insertChild(char key, void* child) override {
         children[(uint8_t) key] = child;
         numChildren++;
     }
diff --git a/datatype/art/operation.cc b/datatype/art/operation.cc
new file mode 100644
index 00000000..4a4b1e36
--- /dev/null
+++ b/datatype/art/operation.cc
@@ -0,0 +1,323 @@
+#include <cmath>
+
+#include "node.hh"
+
+int Node::checkPrefix(std::vector<uint8_t> key, int depth) {
+    if (prefixLen == 0) {
+        return 0;
+    }
+
+    auto l = std::min((int) key.size()-depth, std::min(prefixLen, maxPrefixLen));
+
+    int idx;
+    for (idx = 0; idx < l; idx++) {
+        if (prefix[idx] != key[depth+idx]) {
+            return idx;
+        }
+    }
+    return idx;
+}
+
+std::tuple<Node*, void*, int> Node::findChild(char key) {
+    switch (type) {
+        case tNode4: {
+            Node4* n4 = (Node4*) this;
+            for (int i = 0; i < n4->numChildren; i++) {
+                if (n4->keys[i] == key) {
+                    return {(Node*) n4->children[i].load(), &n4->children[i], i};
+                }
+            }
+            break;
+        }
+        case tNode16: {
+            Node16* n16 = (Node16*) this;
+            for (int i = 0; i < n16->numChildren; i++) {
+                if (n16->keys[i] == key) {
+                    return {(Node*) n16->children[i].load(), &n16->children[i], i};
+                }
+            }
+            break;
+        }
+        case tNode48: {
+            Node48* n48 = (Node48*) this;
+            auto idx = n48->index[(uint8_t) key];
+            if (idx > 0) {
+                return {(Node*) n48->children[idx-1].load(), &n48->children[idx-1], key};
+            }
+            break;
+        }
+        case tNode256: {
+            Node256* n256 = (Node256*) this;
+            return {(Node*) n256->children[(uint8_t) key].load(), &n256->children[(uint8_t) key], key};
+            break;
+        }
+    }
+
+    return {0, 0, 0};
+}
+
+std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion) {
+    uint64_t version;
+    bool ok;
+
+    Node* n = this;
+
+RECUR:
+    auto l = n->rLock();
+    version = l.first;
+    ok = l.second;
+    if (!ok) {
+        return {nullptr, false, false};
+    }
+    if (!parent->rUnlock(parentVersion)) {
+        return {nullptr, false, false};
+    }
+
+    if (n->checkPrefix(key, depth) != std::min(n->prefixLen, maxPrefixLen)) {
+        if (!n->rUnlock(version)) {
+            return {nullptr, false, false};
+        }
+        return {nullptr, false, false};
+    }
+
+    depth += n->prefixLen;
+
+    if (depth == key.size()) {
+        Leaf* l = n->prefixLeaf.load();
+        void* value;
+        bool ex;
+        if (l && l->match(key)) {
+            value = l->value;
+            ex = true;
+        }
+        if (!n->rUnlock(version)) {
+            return {nullptr, false, false};
+        }
+        return {value, ex, true};
+    }
+
+    if (depth > key.size()) {
+        return {nullptr, false, n->rUnlock(version)};
+    }
+
+    auto ret = n->findChild(key[depth]);
+    auto nextNode = std::get<0>(ret);
+    if (!n->lockCheck(version)) {
+        return {nullptr, false, false};
+    }
+
+    if (!nextNode) {
+        if (!n->rUnlock(version)) {
+            return {nullptr, false, false};
+        }
+        return {nullptr, false, true};
+    }
+
+    if (nextNode->type == tNodeLeaf) {
+        Leaf* l = (Leaf*) nextNode;
+        void* value;
+        bool ex;
+        if (l->match(key)) {
+            value = l->value;
+            ex = true;
+        }
+        if (!n->rUnlock(version)) {
+            return {nullptr, false, false};
+        }
+        return {value, ex, true};
+    }
+
+    depth += 1;
+    parent = n;
+    parentVersion = version;
+    n = nextNode;
+    goto RECUR;
+}
+
+void Node::insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, void* value, int depth, int prefixLen, std::atomic<void*>& nodeLoc) {
+    Node4* newNode = new Node4();
+    depth += prefixLen;
+    if (key.size() == depth) {
+        newNode->prefixLeaf.store(new Leaf(key, value));
+    } else {
+        newNode->insertChild(key[depth], new Leaf(key, value));
+    }
+
+    newNode->prefixLen = prefixLen;
+    memcpy(newNode->prefix, this->prefix, std::min(maxPrefixLen, prefixLen));
+    if (this->prefixLen <= maxPrefixLen) {
+        newNode->insertChild(prefixLen, this);
+        prefixLen -= prefixLen + 1;
+        int len1 = std::min(maxPrefixLen, this->prefixLen);
+        int len2 = maxPrefixLen - (prefixLen + 1);
+        memcpy(this->prefix, this->prefix + prefixLen + 1, std::min(len1, len2));
+    } else {
+        newNode->insertChild(fullKey[depth+prefixLen], this);
+        prefixLen -= prefixLen + 1;
+        auto s = slice(fullKey, depth+prefixLen+1, fullKey.size());
+        int len1 = std::min(maxPrefixLen, this->prefixLen);
+        int len2 = fullKey.size() - (depth + prefixLen + 1);
+        memcpy(this->prefix, s.data(), std::min(len1, len2));
+    }
+    nodeLoc.store(newNode);
+}
+
+std::pair<std::vector<uint8_t>, bool> Node::fullKey(uint64_t version) {
+    Leaf* l = this->prefixLeaf.load();
+    if (l) {
+        if (!rUnlock(version)) {
+            return {std::vector<uint8_t>(), false};
+        }
+        return {l->key, true};
+    }
+
+    auto next = this->firstChild();
+    if (!this->lockCheck(version)) {
+        return {std::vector<uint8_t>(), false};
+    }
+
+    if (next->type == tNodeLeaf) {
+        Leaf* l = (Leaf*) next;
+        if (!rUnlock(version)) {
+            return {std::vector<uint8_t>(), false};
+        }
+        return {l->key, true};
+    }
+
+    auto ret = next->rLock();
+    if (!ret.second) {
+        return {std::vector<uint8_t>(), false};
+    }
+    return next->fullKey(ret.first);
+}
+
+std::tuple<int, std::vector<uint8_t>, bool> Node::prefixMismatch(std::vector<uint8_t> key, int depth, Node* parent, uint64_t version, uint64_t parentVersion) {
+    auto empty = std::vector<uint8_t>();
+    if (prefixLen <= maxPrefixLen) {
+        return {checkPrefix(key, depth), empty, true};
+    }
+
+    std::vector<uint8_t> fKey;
+    bool ok = false;
+    while (true) {
+        if (!lockCheck(version) || !parent->lockCheck(parentVersion)) {
+            return {0, empty, false};
+        }
+        if (ok) {
+            break;
+        }
+        auto ret = fullKey(version);
+        fKey = ret.first;
+        ok = ret.second;
+    }
+
+    int i = depth;
+    auto l = std::min((int) key.size(), depth+prefixLen);
+    for (; i < l; i++) {
+        if (key[i] != fKey[i]) {
+            break;
+        }
+    }
+    return {i - depth, fKey, true};
+}
+
+bool Node::insertOpt(std::vector<uint8_t> key, void* value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc) {
+    uint64_t version;
+    Node* nextNode;
+    std::atomic<void*> nextLoc;
+    Node* n = this;
+
+RECUR:
+    auto ret = n->rLock();
+    version = ret.first;
+    if (!ret.second) {
+        return false;
+    }
+
+    auto mismatch = n->prefixMismatch(key, depth, parent, version, parentVersion);
+    if (!std::get<2>(mismatch)) {
+        return false;
+    }
+
+    auto p = std::get<0>(mismatch);
+    auto fKey = std::get<1>(mismatch);
+
+    if (p != n->prefixLen) {
+        if (!parent->upgradeToLock(parentVersion)) {
+            return false;
+        }
+
+        if (!n->upgradeToLockWithNode(version, parent)) {
+            return false;
+        }
+        n->insertSplitPrefix(key, fKey, value, depth, p, nodeLoc);
+        n->unlock();
+        parent->unlock();
+        return true;
+    }
+    depth += n->prefixLen;
+    if (depth == key.size()) {
+        if (!n->upgradeToLock(version)) {
+            return false;
+        }
+        if (!parent->rUnlockWithNode(parentVersion, n)) {
+            return false;
+        }
+        n->updatePrefixLeaf(key, value);
+        n->unlock();
+        return true;
+    }
+
+    auto child = n->findChild(key[depth]);
+    if (!n->lockCheck(version)) {
+        return false;
+    }
+
+    nextNode = std::get<0>(child);
+    nextLoc = std::get<1>(child);
+
+    if (!nextNode) {
+        if (n->isFull()) {
+            if (!parent->upgradeToLock(parentVersion)) {
+                return false;
+            }
+            if (!n->upgradeToLockWithNode(version, parent)) {
+                return false;
+            }
+            n->expandInsert(key[depth], new Leaf(key, value), nodeLoc);
+            n->unlockObsolete();
+            parent->unlock();
+        } else {
+            if (!n->upgradeToLock(version)) {
+                return false;
+            }
+            if (!parent->rUnlockWithNode(parentVersion, n)) {
+                return false;
+            }
+            n->insertChild(key[depth], new Leaf(key, value));
+            n->unlock();
+        }
+        return true;
+    }
+
+    if (!parent->rUnlock(parentVersion)) {
+        return false;
+    }
+    
+    if (nextNode->type == tNodeLeaf) {
+        if (!n->upgradeToLock(version)) {
+            return false;
+        }
+        auto l = (Leaf*) nextNode;
+        l->updateOrExpand(key, value, depth+1, nextLoc);
+        n->unlock();
+        return true;
+    }
+
+    depth += 1;
+    parent = n;
+    parentVersion = version;
+    nodeLoc.store(nextLoc);
+    n = nextNode;
+    goto RECUR;
+}

From e103c38533550ac2e6d63a1c874ffcb8f2dfdeff Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 22 Jun 2018 12:20:40 -0700
Subject: [PATCH 021/116] debug

---
 datatype/art/art.hh       |  1 +
 datatype/art/main.cc      |  7 +++++++
 datatype/art/node.hh      | 26 +++++++++++++++++++++++---
 datatype/art/operation.cc | 14 ++++++++++++++
 4 files changed, 45 insertions(+), 3 deletions(-)

diff --git a/datatype/art/art.hh b/datatype/art/art.hh
index 32c82d48..9b33f416 100644
--- a/datatype/art/art.hh
+++ b/datatype/art/art.hh
@@ -22,6 +22,7 @@ public:
     void put(std::vector<uint8_t> key, void* value) {
         while (true) {
             auto n = (Node*) root.load();
+            printf("try\n");
             if (n->insertOpt(key, value, 0, nullptr, 0, root)) {
                 return;
             }
diff --git a/datatype/art/main.cc b/datatype/art/main.cc
index 9a3e4214..9cc796c7 100644
--- a/datatype/art/main.cc
+++ b/datatype/art/main.cc
@@ -4,4 +4,11 @@ int main() {
     ART a;
     std::vector<uint8_t> key {1, 2, 3, 4};
     a.put(key, (void*) 123);
+    auto n = (Node*) a.root.load();
+    printf("%d\n", n->prefixLen);
+    auto firstChild = (Leaf*) n->firstChild();
+    printf("%lu\n", firstChild->value);
+
+    // auto x = a.get(key);
+    // printf("%lu %lu\n", (uintptr_t) x.first, (uintptr_t) x.second);
 }
diff --git a/datatype/art/node.hh b/datatype/art/node.hh
index 54cf817f..27daac6e 100644
--- a/datatype/art/node.hh
+++ b/datatype/art/node.hh
@@ -12,7 +12,6 @@
 #define node48MinSize  13
 #define node256MinSize 38
 
-
 #define NSPIN 30
 
 enum NodeType {
@@ -118,14 +117,23 @@ public:
     }
 
     bool lockCheck(uint64_t version) {
+        if (!this) {
+            return true;
+        }
         return rUnlock(version);
     }
 
     bool rUnlock(uint64_t version) {
+        if (!this) {
+            return true;
+        }
         return version == v.load();
     }
 
     bool rUnlockWithNode(uint64_t version, Node* lockedNode) {
+        if (!this) {
+            return true;
+        }
         if (version != v.load()) {
             lockedNode->unlock();
             return false;
@@ -134,10 +142,16 @@ public:
     }
 
     bool upgradeToLock(uint64_t version) {
+        if (!this) {
+            return true;
+        }
         return v.compare_exchange_weak(version, version+2);
     }
 
     bool upgradeToLockWithNode(uint64_t version, Node* lockedNode) {
+        if (!this) {
+            return true;
+        }
         if (!v.compare_exchange_weak(version, version+2)) {
             lockedNode->unlock();
             return false;
@@ -160,10 +174,16 @@ public:
     }
 
     void unlock() {
+        if (!this) {
+            return;
+        }
         v.fetch_add(2);
     }
 
     void unlockObsolete() {
+        if (!this) {
+            return;
+        }
         v.fetch_add(3);
     }
 
@@ -182,8 +202,8 @@ public:
         return vers;
     }
 
-    virtual void insertChild(char key, void* child);
-    virtual void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc);
+    virtual void insertChild(char key, void* child) = 0;
+    virtual void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) = 0;
 };
 
 class Node4 : public Node {
diff --git a/datatype/art/operation.cc b/datatype/art/operation.cc
index 4a4b1e36..cc82378d 100644
--- a/datatype/art/operation.cc
+++ b/datatype/art/operation.cc
@@ -12,9 +12,11 @@ int Node::checkPrefix(std::vector<uint8_t> key, int depth) {
     int idx;
     for (idx = 0; idx < l; idx++) {
         if (prefix[idx] != key[depth+idx]) {
+            printf("depth: %d\n", depth);
             return idx;
         }
     }
+    printf("Returned %d\n", idx);
     return idx;
 }
 
@@ -67,16 +69,20 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
     version = l.first;
     ok = l.second;
     if (!ok) {
+        printf("1\n");
         return {nullptr, false, false};
     }
     if (!parent->rUnlock(parentVersion)) {
+        printf("2\n");
         return {nullptr, false, false};
     }
 
     if (n->checkPrefix(key, depth) != std::min(n->prefixLen, maxPrefixLen)) {
         if (!n->rUnlock(version)) {
+            printf("3\n");
             return {nullptr, false, false};
         }
+        printf("4\n");
         return {nullptr, false, false};
     }
 
@@ -91,25 +97,31 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
             ex = true;
         }
         if (!n->rUnlock(version)) {
+            printf("5\n");
             return {nullptr, false, false};
         }
+        printf("6\n");
         return {value, ex, true};
     }
 
     if (depth > key.size()) {
+        printf("7\n");
         return {nullptr, false, n->rUnlock(version)};
     }
 
     auto ret = n->findChild(key[depth]);
     auto nextNode = std::get<0>(ret);
     if (!n->lockCheck(version)) {
+        printf("8\n");
         return {nullptr, false, false};
     }
 
     if (!nextNode) {
         if (!n->rUnlock(version)) {
+            printf("9\n");
             return {nullptr, false, false};
         }
+        printf("10\n");
         return {nullptr, false, true};
     }
 
@@ -122,8 +134,10 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
             ex = true;
         }
         if (!n->rUnlock(version)) {
+            printf("11\n");
             return {nullptr, false, false};
         }
+        printf("12\n");
         return {value, ex, true};
     }
 

From 39d2492a96ab59a74150823d19ec3f74f32500f2 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 22 Jun 2018 13:17:59 -0700
Subject: [PATCH 022/116] Small improvements

---
 datatype/art/art.hh       |  2 +-
 datatype/art/main.cc      | 25 +++++++++++++++++--------
 datatype/art/node.cc      |  4 ++--
 datatype/art/node.hh      | 28 +++++++++++++++++++---------
 datatype/art/operation.cc | 20 ++++++++++++++------
 5 files changed, 53 insertions(+), 26 deletions(-)

diff --git a/datatype/art/art.hh b/datatype/art/art.hh
index 9b33f416..381787eb 100644
--- a/datatype/art/art.hh
+++ b/datatype/art/art.hh
@@ -19,7 +19,7 @@ public:
         }
     }
 
-    void put(std::vector<uint8_t> key, void* value) {
+    void put(std::vector<uint8_t> key, Value value) {
         while (true) {
             auto n = (Node*) root.load();
             printf("try\n");
diff --git a/datatype/art/main.cc b/datatype/art/main.cc
index 9cc796c7..da00d477 100644
--- a/datatype/art/main.cc
+++ b/datatype/art/main.cc
@@ -2,13 +2,22 @@
 
 int main() {
     ART a;
-    std::vector<uint8_t> key {1, 2, 3, 4};
-    a.put(key, (void*) 123);
-    auto n = (Node*) a.root.load();
-    printf("%d\n", n->prefixLen);
-    auto firstChild = (Leaf*) n->firstChild();
-    printf("%lu\n", firstChild->value);
-
-    // auto x = a.get(key);
+    std::vector<uint8_t> key1 {1, 2, 3, 4};
+    std::vector<uint8_t> key2 {2, 2, 3, 5, 7};
+
+    uintptr_t val1 = 123;
+    uintptr_t val2 = 321;
+
+    a.put(key1, (void*) val1);
+    a.put(key2, (void*) val2);
+    // auto n = (Node*) a.root.load();
+    // printf("%d\n", n->prefixLen);
+    // auto firstChild = (Leaf*) n->firstChild();
+    // printf("%lu\n", firstChild->value);
+
+    auto x = a.get(key1);
+    auto y = a.get(key2);
+
+    printf("%lu %lu\n", x.first, y.first);
     // printf("%lu %lu\n", (uintptr_t) x.first, (uintptr_t) x.second);
 }
diff --git a/datatype/art/node.cc b/datatype/art/node.cc
index 6c38ed34..69b99080 100644
--- a/datatype/art/node.cc
+++ b/datatype/art/node.cc
@@ -45,7 +45,7 @@ void Node256::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     insertChild(key, child);
 }
 
-void Leaf::updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*>& nodeLoc) {
+void Leaf::updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<void*>& nodeLoc) {
     if (match(key)) {
         this->value = value;
         return;
@@ -75,7 +75,7 @@ void Leaf::updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std:
     nodeLoc.store(newNode);
 }
 
-void Node::updatePrefixLeaf(std::vector<uint8_t> key, void* value) {
+void Node::updatePrefixLeaf(std::vector<uint8_t> key, Value value) {
     Leaf* l = this->prefixLeaf;
     if (!l) {
         this->prefixLeaf.store(new Leaf(key, value));
diff --git a/datatype/art/node.hh b/datatype/art/node.hh
index 27daac6e..379329d5 100644
--- a/datatype/art/node.hh
+++ b/datatype/art/node.hh
@@ -14,6 +14,8 @@
 
 #define NSPIN 30
 
+typedef void* Value;
+
 enum NodeType {
     tNode4,
     tNode16,
@@ -40,19 +42,27 @@ static inline std::vector<uint8_t> slice(const std::vector<uint8_t>& v, int star
     return nv;
 }
 
-class Leaf {
+class Element {
 public:
     NodeType type;
-    void* value; // maybe should be a T
+
+    bool isLeaf() {
+        return type == tNodeLeaf;
+    }
+};
+
+class Leaf : public Element {
+public:
+    Value value; // maybe should be a T
     std::vector<uint8_t> key;
 
-    Leaf(std::vector<uint8_t> k, void* v) {
+    Leaf(std::vector<uint8_t> k, Value v) {
         type = tNodeLeaf;
         key = k;
         value = v;
     }
 
-    void updateOrExpand(std::vector<uint8_t> key, void* value, int depth, std::atomic<void*>& nodeLoc);
+    void updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<void*>& nodeLoc);
 
     bool match(std::vector<uint8_t> k) {
         if (key.size() != k.size()) {
@@ -69,7 +79,7 @@ public:
     }
 };
 
-class Node {
+class Node : public Element {
 public:
     NodeType type;
     uint8_t numChildren;
@@ -82,15 +92,15 @@ public:
     char prefix[maxPrefixLen];
 
     std::tuple<int, std::vector<uint8_t>, bool> prefixMismatch(std::vector<uint8_t> key, int depth, Node* parent, uint64_t version, uint64_t parentVersion);
-    bool insertOpt(std::vector<uint8_t> key, void* value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc);
+    bool insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc);
     std::pair<std::vector<uint8_t>, bool> fullKey(uint64_t version);
-    void insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, void* value, int depth, int prefixLen, std::atomic<void*>& nodeLoc);
-    std::tuple<void*, bool, bool> searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion);
+    void insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<void*>& nodeLoc);
+    std::tuple<Value, bool, bool> searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion);
     std::tuple<Node*, void*, int> findChild(char key);
     int checkPrefix(std::vector<uint8_t> key, int depth);
     bool shouldCompress(Node* parent);
     bool shouldShrink(Node* parent);
-    void updatePrefixLeaf(std::vector<uint8_t> key, void* value);
+    void updatePrefixLeaf(std::vector<uint8_t> key, Value value);
     Node* firstChild();
 
     bool isFull() {
diff --git a/datatype/art/operation.cc b/datatype/art/operation.cc
index cc82378d..eb2d1cf8 100644
--- a/datatype/art/operation.cc
+++ b/datatype/art/operation.cc
@@ -3,7 +3,9 @@
 #include "node.hh"
 
 int Node::checkPrefix(std::vector<uint8_t> key, int depth) {
+    printf("prefixLEN:: %d\n", prefixLen);
     if (prefixLen == 0) {
+        printf("returning 0\n");
         return 0;
     }
 
@@ -58,7 +60,8 @@ std::tuple<Node*, void*, int> Node::findChild(char key) {
     return {0, 0, 0};
 }
 
-std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion) {
+std::tuple<Value, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion) {
+    printf("searchOpt\n");
     uint64_t version;
     bool ok;
 
@@ -77,6 +80,7 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
         return {nullptr, false, false};
     }
 
+    printf("hi\n");
     if (n->checkPrefix(key, depth) != std::min(n->prefixLen, maxPrefixLen)) {
         if (!n->rUnlock(version)) {
             printf("3\n");
@@ -90,7 +94,7 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
 
     if (depth == key.size()) {
         Leaf* l = n->prefixLeaf.load();
-        void* value;
+        Value value;
         bool ex;
         if (l && l->match(key)) {
             value = l->value;
@@ -111,6 +115,8 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
 
     auto ret = n->findChild(key[depth]);
     auto nextNode = std::get<0>(ret);
+    // printf("NEXT NODE %p\n", nextNode);
+    // printf("NEXT NODE TYPE %d\n", le->type);
     if (!n->lockCheck(version)) {
         printf("8\n");
         return {nullptr, false, false};
@@ -125,9 +131,10 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
         return {nullptr, false, true};
     }
 
-    if (nextNode->type == tNodeLeaf) {
+    Leaf* le = (Leaf*) nextNode;
+    if (le->type == tNodeLeaf || nextNode->type == tNodeLeaf) {
         Leaf* l = (Leaf*) nextNode;
-        void* value;
+        Value value;
         bool ex;
         if (l->match(key)) {
             value = l->value;
@@ -145,10 +152,11 @@ std::tuple<void*, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
     parent = n;
     parentVersion = version;
     n = nextNode;
+    printf("recur\n");
     goto RECUR;
 }
 
-void Node::insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, void* value, int depth, int prefixLen, std::atomic<void*>& nodeLoc) {
+void Node::insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<void*>& nodeLoc) {
     Node4* newNode = new Node4();
     depth += prefixLen;
     if (key.size() == depth) {
@@ -235,7 +243,7 @@ std::tuple<int, std::vector<uint8_t>, bool> Node::prefixMismatch(std::vector<uin
     return {i - depth, fKey, true};
 }
 
-bool Node::insertOpt(std::vector<uint8_t> key, void* value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc) {
+bool Node::insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc) {
     uint64_t version;
     Node* nextNode;
     std::atomic<void*> nextLoc;

From d1f96923b3e28ce812378aefb1102a318737b718 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Sat, 23 Jun 2018 13:13:33 -0700
Subject: [PATCH 023/116] Improve types

---
 datatype/art/art.hh       |  2 +-
 datatype/art/main.cc      |  7 ++++--
 datatype/art/node.cc      | 20 ++++++++---------
 datatype/art/node.hh      | 46 +++++++++++++++++++--------------------
 datatype/art/operation.cc | 22 +++++++++----------
 5 files changed, 50 insertions(+), 47 deletions(-)

diff --git a/datatype/art/art.hh b/datatype/art/art.hh
index 381787eb..4f5069c8 100644
--- a/datatype/art/art.hh
+++ b/datatype/art/art.hh
@@ -2,7 +2,7 @@
 
 class ART {
 public:
-    std::atomic<void*> root;
+    std::atomic<Element*> root;
 
     ART() {
         root.store(new Node4());
diff --git a/datatype/art/main.cc b/datatype/art/main.cc
index da00d477..1e46d7fa 100644
--- a/datatype/art/main.cc
+++ b/datatype/art/main.cc
@@ -3,14 +3,17 @@
 int main() {
     ART a;
     std::vector<uint8_t> key1 {1, 2, 3, 4};
-    std::vector<uint8_t> key2 {2, 2, 3, 5, 7};
+    std::vector<uint8_t> key2 {1, 2, 3, 5, 7};
 
     uintptr_t val1 = 123;
     uintptr_t val2 = 321;
 
     a.put(key1, (void*) val1);
     a.put(key2, (void*) val2);
-    // auto n = (Node*) a.root.load();
+    auto n = (Node4*) a.root.load();
+    auto secondChild = (Leaf*) n->children[1].load();
+    printf("secondchild: %p\n", secondChild);
+    printf("secondchild: %d\n", secondChild->value);
     // printf("%d\n", n->prefixLen);
     // auto firstChild = (Leaf*) n->firstChild();
     // printf("%lu\n", firstChild->value);
diff --git a/datatype/art/node.cc b/datatype/art/node.cc
index 69b99080..fd03f15a 100644
--- a/datatype/art/node.cc
+++ b/datatype/art/node.cc
@@ -7,7 +7,7 @@ void copyNode(Node* newNode, Node* n) {
     newNode->prefixLeaf.store(n->prefixLeaf);
 }
 
-void Node4::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
+void Node4::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
     Node16* newNode = new Node16();
     memcpy(newNode->keys, keys, 4*sizeof(keys[0]));
     memcpy(newNode->children, children, 5*sizeof(children[0]));
@@ -16,7 +16,7 @@ void Node4::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     nodeLoc.store(newNode);
 }
 
-void Node16::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
+void Node16::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
     Node48* newNode = new Node48();
     memcpy(newNode->children, children, 16*sizeof(children[0]));
     newNode->slots = node48GrowSlots;
@@ -28,7 +28,7 @@ void Node16::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     nodeLoc.store(newNode);
 }
 
-void Node48::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
+void Node48::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
     Node256* newNode = new Node256();
     for (int i = 0; i < 48; i++) {
         auto idx = index[i];
@@ -41,11 +41,11 @@ void Node48::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
     nodeLoc.store(newNode);
 }
 
-void Node256::expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) {
+void Node256::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
     insertChild(key, child);
 }
 
-void Leaf::updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<void*>& nodeLoc) {
+void Leaf::updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<Element*>& nodeLoc) {
     if (match(key)) {
         this->value = value;
         return;
@@ -107,7 +107,7 @@ bool Node::shouldShrink(Node* parent) {
     }
 }
 
-bool Node4::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+bool Node4::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
     if (prefixLeaf != nullptr) {
         nodeLoc.store(prefixLeaf);
         return true;
@@ -122,7 +122,7 @@ bool Node4::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
     return false; // unreachable
 }
 
-bool Node4::compressChild(int idx, std::atomic<void*>& nodeLoc) {
+bool Node4::compressChild(int idx, std::atomic<Element*>& nodeLoc) {
     Node* child = (Node*) children[idx].load();
     if (child->type != tNodeLeaf) {
         if (!child->lock()) {
@@ -147,7 +147,7 @@ bool Node4::compressChild(int idx, std::atomic<void*>& nodeLoc) {
     return true;
 }
 
-bool Node16::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+bool Node16::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
     Node4* newNode = new Node4();
     int idx = 0;
     for (int i = 0; i < numChildren; i++) {
@@ -163,7 +163,7 @@ bool Node16::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
     return true;
 }
 
-bool Node48::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+bool Node48::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
     Node16* newNode = new Node16();
     int idx = 0;
     for (int i = 0; i < 256; i++) {
@@ -179,7 +179,7 @@ bool Node48::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
     return true;
 }
 
-bool Node256::removeChildAndShrink(char key, std::atomic<void*>& nodeLoc) {
+bool Node256::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
     Node48* newNode = new Node48();
     for (int i = 0; i < 256; i++) {
         if (i != key && children[i] != nullptr) {
diff --git a/datatype/art/node.hh b/datatype/art/node.hh
index 379329d5..58056231 100644
--- a/datatype/art/node.hh
+++ b/datatype/art/node.hh
@@ -62,7 +62,7 @@ public:
         value = v;
     }
 
-    void updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<void*>& nodeLoc);
+    void updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<Element*>& nodeLoc);
 
     bool match(std::vector<uint8_t> k) {
         if (key.size() != k.size()) {
@@ -92,11 +92,11 @@ public:
     char prefix[maxPrefixLen];
 
     std::tuple<int, std::vector<uint8_t>, bool> prefixMismatch(std::vector<uint8_t> key, int depth, Node* parent, uint64_t version, uint64_t parentVersion);
-    bool insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc);
+    bool insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<Element*>& nodeLoc);
     std::pair<std::vector<uint8_t>, bool> fullKey(uint64_t version);
-    void insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<void*>& nodeLoc);
+    void insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<Element*>& nodeLoc);
     std::tuple<Value, bool, bool> searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion);
-    std::tuple<Node*, void*, int> findChild(char key);
+    std::tuple<Element*, void*, int> findChild(char key);
     int checkPrefix(std::vector<uint8_t> key, int depth);
     bool shouldCompress(Node* parent);
     bool shouldShrink(Node* parent);
@@ -212,23 +212,23 @@ public:
         return vers;
     }
 
-    virtual void insertChild(char key, void* child) = 0;
-    virtual void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) = 0;
+    virtual void insertChild(char key, Element* child) = 0;
+    virtual void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) = 0;
 };
 
 class Node4 : public Node {
 public:
     char keys[4];
-    std::atomic<void*> children[5];
+    std::atomic<Element*> children[5];
 
     Node4() {
         type = tNode4;
     }
 
-    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
-    bool compressChild(int idx, std::atomic<void*>& nodeLoc);
-    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
-    void insertChild(char key, void* child) override {
+    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
+    bool compressChild(int idx, std::atomic<Element*>& nodeLoc);
+    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
+    void insertChild(char key, Element* child) override {
         int i;
         for (i = 0; i < numChildren; i++) {
             if (key < keys[i]) {
@@ -247,16 +247,16 @@ public:
 class Node16 : public Node {
 public:
     char keys[16];
-    std::atomic<void*> children[16];
+    std::atomic<Element*> children[16];
 
     Node16() {
         type = tNode16;
     }
 
-    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
-    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
+    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
+    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
 
-    void insertChild(char key, void* child) override {
+    void insertChild(char key, Element* child) override {
         int i;
         for (i = 0; i < numChildren; i++) {
             if (key < keys[i]) {
@@ -281,7 +281,7 @@ static inline int bits_n(int64_t x) {
 class Node48 : public Node {
 public:
     int8_t index[256];
-    std::atomic<void*> children[48];
+    std::atomic<Element*> children[48];
     uint64_t slots;
 
     Node48() {
@@ -289,8 +289,8 @@ public:
         slots = node48EmptySlots;
     }
 
-    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
-    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
+    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
+    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
 
     int allocSlot() {
         uint64_t idx = 48 - bits_n(~slots);
@@ -302,7 +302,7 @@ public:
         slots &= ~(1 << (48 - idx - 1));
     }
 
-    void insertChild(char key, void* child) override {
+    void insertChild(char key, Element* child) override {
         auto pos = allocSlot();
         children[pos] = child;
         index[(uint8_t) key] = pos + 1;
@@ -312,16 +312,16 @@ public:
 
 class Node256 : public Node {
 public:
-    std::atomic<void*> children[256];
+    std::atomic<Element*> children[256];
 
     Node256() {
         type = tNode256;
     }
 
-    bool removeChildAndShrink(char key, std::atomic<void*>& nodeLoc);
-    void expandInsert(char key, void* child, std::atomic<void*>& nodeLoc) override;
+    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
+    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
 
-    void insertChild(char key, void* child) override {
+    void insertChild(char key, Element* child) override {
         children[(uint8_t) key] = child;
         numChildren++;
     }
diff --git a/datatype/art/operation.cc b/datatype/art/operation.cc
index eb2d1cf8..6fbb2614 100644
--- a/datatype/art/operation.cc
+++ b/datatype/art/operation.cc
@@ -22,13 +22,13 @@ int Node::checkPrefix(std::vector<uint8_t> key, int depth) {
     return idx;
 }
 
-std::tuple<Node*, void*, int> Node::findChild(char key) {
+std::tuple<Element*, void*, int> Node::findChild(char key) {
     switch (type) {
         case tNode4: {
             Node4* n4 = (Node4*) this;
             for (int i = 0; i < n4->numChildren; i++) {
                 if (n4->keys[i] == key) {
-                    return {(Node*) n4->children[i].load(), &n4->children[i], i};
+                    return {n4->children[i].load(), &n4->children[i], i};
                 }
             }
             break;
@@ -131,8 +131,8 @@ std::tuple<Value, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
         return {nullptr, false, true};
     }
 
-    Leaf* le = (Leaf*) nextNode;
-    if (le->type == tNodeLeaf || nextNode->type == tNodeLeaf) {
+    // Leaf* le = (Leaf*) nextNode;
+    if (nextNode->type == tNodeLeaf) {
         Leaf* l = (Leaf*) nextNode;
         Value value;
         bool ex;
@@ -151,12 +151,12 @@ std::tuple<Value, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int dept
     depth += 1;
     parent = n;
     parentVersion = version;
-    n = nextNode;
+    n = (Node*) nextNode;
     printf("recur\n");
     goto RECUR;
 }
 
-void Node::insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<void*>& nodeLoc) {
+void Node::insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<Element*>& nodeLoc) {
     Node4* newNode = new Node4();
     depth += prefixLen;
     if (key.size() == depth) {
@@ -243,10 +243,10 @@ std::tuple<int, std::vector<uint8_t>, bool> Node::prefixMismatch(std::vector<uin
     return {i - depth, fKey, true};
 }
 
-bool Node::insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<void*>& nodeLoc) {
+bool Node::insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<Element*>& nodeLoc) {
     uint64_t version;
-    Node* nextNode;
-    std::atomic<void*> nextLoc;
+    Element* nextNode;
+    std::atomic<Element*> nextLoc;
     Node* n = this;
 
 RECUR:
@@ -296,7 +296,7 @@ bool Node::insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* par
     }
 
     nextNode = std::get<0>(child);
-    nextLoc = std::get<1>(child);
+    nextLoc = (Element*) std::get<1>(child);
 
     if (!nextNode) {
         if (n->isFull()) {
@@ -340,6 +340,6 @@ bool Node::insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* par
     parent = n;
     parentVersion = version;
     nodeLoc.store(nextLoc);
-    n = nextNode;
+    n = (Node*) nextNode;
     goto RECUR;
 }

From a23caa67218718237bb80d5b8c52e104a5870271 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 25 Jun 2018 09:10:07 -0700
Subject: [PATCH 024/116] Use ART benchmark

---
 test/bench-tart.cc  | 102 ++++++++++++++++++++++----------------------
 test/bench-tart2.cc |  90 ++++++++++++++++++++++++++++++++++++++
 2 files changed, 142 insertions(+), 50 deletions(-)
 create mode 100644 test/bench-tart2.cc

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index b748c56f..2460c142 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -9,82 +9,84 @@
 #include "Transaction.hh"
 #include <unistd.h>
 
-#define NTHREAD 100
-#define NVALS 1000
+#define NTHREAD 10
+#define NVALS 1000000
 #define KEYSIZE 5
 
 TART art;
 std::string keys[NVALS];
 unsigned vals[NVALS];
 
-std::string rand_string() {
-    auto randchar = []() -> char
-    {
-        const char charset[] = "abcdefghijklmnopqrstuvwxyz";
-        const size_t max_index = (sizeof(charset) - 1);
-        return charset[ rand() % max_index ];
-    };
-    std::string str(KEYSIZE, 0);
-    std::generate_n(str.begin(), KEYSIZE, randchar);
-    return str;
+std::vector<unsigned char> intToBytes(int paramInt)
+{
+    std::vector<unsigned char> arrayOfByte(4);
+     for (int i = 0; i < 4; i++)
+         arrayOfByte[3 - i] = (paramInt >> (i * 8));
+     return arrayOfByte;
 }
 
-int rand_int() {
-    return std::rand();
-}
+void insertKey(uint64_t k, int thread_id) {
+    TThread::set_id(thread_id);
 
-void doBenchInsert(int i) {
-    TThread::set_id(i);
-    for (int i = 0; i < NVALS/10; i++) {
-        auto keyI = rand_int() % NVALS;
-        auto valI = rand_int() % NVALS;
+    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+        auto v = intToBytes(k);
+        std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            art.insert(keys[keyI], vals[valI]);
+            art.insert(str, k);
         } RETRY_E(true);
     }
 }
 
-void doBenchErase(int i) {
-    TThread::set_id(i);
-    for (int i = 0; i < NVALS/10; i++) {
-        auto eraseI = rand_int() % NVALS;
-        TRANSACTION_E {
-            art.erase(keys[eraseI]);
-        } RETRY_E(true);
+void lookupKey(uint64_t k, int thread_id) {
+    TThread::set_id(thread_id);
+
+    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+        auto v = intToBytes(k);
+        std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            assert(art.lookup(keys[eraseI]) == 0);
+            auto val = art.lookup(str);
+            assert(val == k);
         } RETRY_E(true);
     }
 }
 
 int main() {
-    srand(time(NULL));
-    art = TART();
+    uint64_t* keys = new uint64_t[NVALS];
+    for (uint64_t i = 0; i < NVALS; i++)
+        // dense, sorted
+        keys[i] = i + 1;
 
-    for (int i = 0; i < NVALS; i++) {
-        keys[i] = rand_string();
-        vals[i] = rand_int();
-        printf("%d: key: %s, val: %d\n", i, keys[i].c_str(), vals[i]);
-    }
+    art = TART();
 
-    std::thread threads[NTHREAD];
+    // Build tree
+    {
+        auto starttime = std::chrono::system_clock::now();
+        std::thread threads[NTHREAD];
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i] = std::thread(insertKey, keys[i], i);
+        }
 
-    std::clock_t start;
-    start = std::clock();
-    for (int i = 0; i < NTHREAD; i++) {
-        threads[i] = std::thread(doBenchInsert, i);
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i].join();
+        }
+        auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+                std::chrono::system_clock::now() - starttime);
+        printf("insert,%ld,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
 
-    for (int i = 0; i < NTHREAD; i++) {
-        threads[i].join();
-    }
+    {
+        auto starttime = std::chrono::system_clock::now();
+        std::thread threads[NTHREAD];
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i] = std::thread(lookupKey, keys[i], i);
+        }
 
-    for (int i = 0; i < NTHREAD; i++) {
-        threads[i] = std::thread(doBenchErase, i);
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i].join();
+        }
+        auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+                std::chrono::system_clock::now() - starttime);
+        printf("lookup,%ld,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
 
-    for (int i = 0; i < NTHREAD; i++) {
-        threads[i].join();
-    }
-    std::cout << "Time: " << (std::clock() - start) / (double)(CLOCKS_PER_SEC / 1000) << " ms" << std::endl;
 }
diff --git a/test/bench-tart2.cc b/test/bench-tart2.cc
new file mode 100644
index 00000000..e4451616
--- /dev/null
+++ b/test/bench-tart2.cc
@@ -0,0 +1,90 @@
+#undef NDEBUG
+#include <string>
+#include <thread>
+#include <iostream>
+#include <cassert>
+#include <vector>
+#include "Sto.hh"
+#include "TART.hh"
+#include "Transaction.hh"
+#include <unistd.h>
+
+#define NTHREAD 10
+#define NVALS 1000000
+#define KEYSIZE 5
+
+TART art;
+std::string keys[NVALS];
+unsigned vals[NVALS];
+
+std::string rand_string() {
+    auto randchar = []() -> char
+    {
+        const char charset[] = "abcdefghijklmnopqrstuvwxyz";
+        const size_t max_index = (sizeof(charset) - 1);
+        return charset[ rand() % max_index ];
+    };
+    std::string str(KEYSIZE, 0);
+    std::generate_n(str.begin(), KEYSIZE, randchar);
+    return str;
+}
+
+int rand_int() {
+    return std::rand();
+}
+
+void doBenchInsert(int i) {
+    TThread::set_id(i);
+    for (int i = 0; i < NVALS/10; i++) {
+        auto keyI = rand_int() % NVALS;
+        auto valI = rand_int() % NVALS;
+        TRANSACTION_E {
+            art.insert(keys[keyI], vals[valI]);
+        } RETRY_E(true);
+    }
+}
+
+void doBenchErase(int i) {
+    TThread::set_id(i);
+    for (int i = 0; i < NVALS/10; i++) {
+        auto eraseI = rand_int() % NVALS;
+        TRANSACTION_E {
+            art.erase(keys[eraseI]);
+        } RETRY_E(true);
+        TRANSACTION_E {
+            assert(art.lookup(keys[eraseI]) == 0);
+        } RETRY_E(true);
+    }
+}
+
+int main() {
+    srand(time(NULL));
+    art = TART();
+
+    for (int i = 0; i < NVALS; i++) {
+        keys[i] = rand_string();
+        vals[i] = rand_int();
+        printf("%d: key: %s, val: %d\n", i, keys[i].c_str(), vals[i]);
+    }
+
+    std::thread threads[NTHREAD];
+
+    std::clock_t start;
+    start = std::clock();
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i] = std::thread(doBenchInsert, i);
+    }
+
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i].join();
+    }
+
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i] = std::thread(doBenchErase, i);
+    }
+
+    for (int i = 0; i < NTHREAD; i++) {
+        threads[i].join();
+    }
+    std::cout << "Time: " << (std::clock() - start) / (double)(CLOCKS_PER_SEC / 1000) << " ms" << std::endl;
+}

From 3f5be427fd87f717ceda71faef5673553675a395 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 25 Jun 2018 13:37:17 -0700
Subject: [PATCH 025/116] Concurrent ART

---
 ART/Key.h                 | 123 ++++++++
 ART/N.cpp                 | 428 +++++++++++++++++++++++++
 ART/N.h                   | 296 ++++++++++++++++++
 ART/N16.cpp               | 112 +++++++
 ART/N256.cpp              |  84 +++++
 ART/N4.cpp                | 109 +++++++
 ART/N48.cpp               |  96 ++++++
 ART/Tree.cpp              | 638 ++++++++++++++++++++++++++++++++++++++
 ART/Tree.h                |  83 +++++
 GNUmakefile.in            |   4 +-
 datatype/TART.hh          | 106 +++++--
 datatype/art/art.hh       |  31 --
 datatype/art/main.cc      |  26 --
 datatype/art/node.cc      | 237 --------------
 datatype/art/node.hh      | 329 --------------------
 datatype/art/operation.cc | 345 ---------------------
 test/unit-tart.cc         |  23 +-
 17 files changed, 2058 insertions(+), 1012 deletions(-)
 create mode 100644 ART/Key.h
 create mode 100644 ART/N.cpp
 create mode 100644 ART/N.h
 create mode 100644 ART/N16.cpp
 create mode 100644 ART/N256.cpp
 create mode 100644 ART/N4.cpp
 create mode 100644 ART/N48.cpp
 create mode 100644 ART/Tree.cpp
 create mode 100644 ART/Tree.h
 delete mode 100644 datatype/art/art.hh
 delete mode 100644 datatype/art/main.cc
 delete mode 100644 datatype/art/node.cc
 delete mode 100644 datatype/art/node.hh
 delete mode 100644 datatype/art/operation.cc

diff --git a/ART/Key.h b/ART/Key.h
new file mode 100644
index 00000000..1e1dd81f
--- /dev/null
+++ b/ART/Key.h
@@ -0,0 +1,123 @@
+#pragma once
+#ifndef ART_KEY_H
+#define ART_KEY_H
+
+#include <stdint.h>
+#include <cstring>
+#include <memory>
+#include <assert.h>
+
+using KeyLen = uint32_t;
+
+class Key {
+    static constexpr uint32_t stackLen = 128;
+    uint32_t len = 0;
+
+    uint8_t *data;
+
+    uint8_t stackKey[stackLen];
+public:
+
+    Key() {}
+
+    ~Key();
+
+    Key(const Key &key) = delete;
+
+    Key(Key &&key);
+
+    void set(const char bytes[], const std::size_t length);
+
+    void operator=(const char key[]);
+
+    bool operator==(const Key &k) const {
+        if (k.getKeyLen() != getKeyLen()) {
+            return false;
+        }
+        return std::memcmp(&k[0], data, getKeyLen()) == 0;
+    }
+
+    uint8_t &operator[](std::size_t i);
+
+    const uint8_t &operator[](std::size_t i) const;
+
+    KeyLen getKeyLen() const;
+
+    void setKeyLen(KeyLen len);
+
+};
+
+
+inline uint8_t &Key::operator[](std::size_t i) {
+    printf("%lu %u\n", i, len);
+    assert(i < len);
+    return data[i];
+}
+
+inline const uint8_t &Key::operator[](std::size_t i) const {
+    assert(i < len);
+    return data[i];
+}
+
+inline KeyLen Key::getKeyLen() const { return len; }
+
+inline Key::~Key() {
+    if (len > stackLen) {
+        delete[] data;
+        data = nullptr;
+    }
+}
+
+inline Key::Key(Key &&key) {
+    len = key.len;
+    if (len > stackLen) {
+        data = key.data;
+        key.data = nullptr;
+    } else {
+        memcpy(stackKey, key.stackKey, key.len);
+        data = stackKey;
+    }
+}
+
+inline void Key::set(const char bytes[], const std::size_t length) {
+    if (len > stackLen) {
+        delete[] data;
+    }
+    if (length <= stackLen) {
+        memcpy(stackKey, bytes, length);
+        data = stackKey;
+    } else {
+        data = new uint8_t[length];
+        memcpy(data, bytes, length);
+    }
+    len = length;
+}
+
+inline void Key::operator=(const char key[]) {
+    if (len > stackLen) {
+        delete[] data;
+    }
+    len = strlen(key);
+    if (len <= stackLen) {
+        memcpy(stackKey, key, len);
+        data = stackKey;
+    } else {
+        data = new uint8_t[len];
+        memcpy(data, key, len);
+    }
+}
+
+inline void Key::setKeyLen(KeyLen newLen) {
+    if (len == newLen) return;
+    if (len > stackLen) {
+        delete[] data;
+    }
+    len = newLen;
+    if (len > stackLen) {
+        data = new uint8_t[len];
+    } else {
+        data = stackKey;
+    }
+}
+
+#endif // ART_KEY_H
diff --git a/ART/N.cpp b/ART/N.cpp
new file mode 100644
index 00000000..98c481c0
--- /dev/null
+++ b/ART/N.cpp
@@ -0,0 +1,428 @@
+#include <assert.h>
+#include <algorithm>
+
+#include "N.h"
+#include "N4.cpp"
+#include "N16.cpp"
+#include "N48.cpp"
+#include "N256.cpp"
+
+namespace ART_OLC {
+
+    void N::setType(NTypes type) {
+        typeVersionLockObsolete.fetch_add(convertTypeToVersion(type));
+    }
+
+    uint64_t N::convertTypeToVersion(NTypes type) {
+        return (static_cast<uint64_t>(type) << 62);
+    }
+
+    NTypes N::getType() const {
+        return static_cast<NTypes>(typeVersionLockObsolete.load(std::memory_order_relaxed) >> 62);
+    }
+
+    void N::writeLockOrRestart(bool &needRestart) {
+
+        uint64_t version;
+        version = readLockOrRestart(needRestart);
+        if (needRestart) return;
+
+        upgradeToWriteLockOrRestart(version, needRestart);
+        if (needRestart) return;
+    }
+
+    void N::upgradeToWriteLockOrRestart(uint64_t &version, bool &needRestart) {
+        if (typeVersionLockObsolete.compare_exchange_strong(version, version + 0b10)) {
+            version = version + 0b10;
+        } else {
+            needRestart = true;
+        }
+    }
+
+    void N::writeUnlock() {
+        typeVersionLockObsolete.fetch_add(0b10);
+    }
+
+    N *N::getAnyChild(const N *node) {
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<const N4 *>(node);
+                return n->getAnyChild();
+            }
+            case NTypes::N16: {
+                auto n = static_cast<const N16 *>(node);
+                return n->getAnyChild();
+            }
+            case NTypes::N48: {
+                auto n = static_cast<const N48 *>(node);
+                return n->getAnyChild();
+            }
+            case NTypes::N256: {
+                auto n = static_cast<const N256 *>(node);
+                return n->getAnyChild();
+            }
+        }
+        assert(false);
+        __builtin_unreachable();
+    }
+
+    bool N::change(N *node, uint8_t key, N *val) {
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<N4 *>(node);
+                return n->change(key, val);
+            }
+            case NTypes::N16: {
+                auto n = static_cast<N16 *>(node);
+                return n->change(key, val);
+            }
+            case NTypes::N48: {
+                auto n = static_cast<N48 *>(node);
+                return n->change(key, val);
+            }
+            case NTypes::N256: {
+                auto n = static_cast<N256 *>(node);
+                return n->change(key, val);
+            }
+        }
+        assert(false);
+        __builtin_unreachable();
+    }
+
+    template<typename curN, typename biggerN>
+    void N::insertGrow(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart) {
+        if (!n->isFull()) {
+            if (parentNode != nullptr) {
+                parentNode->readUnlockOrRestart(parentVersion, needRestart);
+                if (needRestart) return;
+            }
+            n->upgradeToWriteLockOrRestart(v, needRestart);
+            if (needRestart) return;
+            n->insert(key, val);
+            n->writeUnlock();
+            return;
+        }
+
+        parentNode->upgradeToWriteLockOrRestart(parentVersion, needRestart);
+        if (needRestart) return;
+
+        n->upgradeToWriteLockOrRestart(v, needRestart);
+        if (needRestart) {
+            parentNode->writeUnlock();
+            return;
+        }
+
+        auto nBig = new biggerN(n->getPrefix(), n->getPrefixLength());
+        n->copyTo(nBig);
+        nBig->insert(key, val);
+
+        N::change(parentNode, keyParent, nBig);
+
+        n->writeUnlockObsolete();
+        // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
+        parentNode->writeUnlock();
+    }
+
+    void N::insertAndUnlock(N *node, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart) {
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<N4 *>(node);
+                insertGrow<N4, N16>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
+                break;
+            }
+            case NTypes::N16: {
+                auto n = static_cast<N16 *>(node);
+                insertGrow<N16, N48>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
+                break;
+            }
+            case NTypes::N48: {
+                auto n = static_cast<N48 *>(node);
+                insertGrow<N48, N256>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
+                break;
+            }
+            case NTypes::N256: {
+                auto n = static_cast<N256 *>(node);
+                insertGrow<N256, N256>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
+                break;
+            }
+        }
+    }
+
+    inline N *N::getChild(const uint8_t k, const N *node) {
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<const N4 *>(node);
+                return n->getChild(k);
+            }
+            case NTypes::N16: {
+                auto n = static_cast<const N16 *>(node);
+                return n->getChild(k);
+            }
+            case NTypes::N48: {
+                auto n = static_cast<const N48 *>(node);
+                return n->getChild(k);
+            }
+            case NTypes::N256: {
+                auto n = static_cast<const N256 *>(node);
+                return n->getChild(k);
+            }
+        }
+        assert(false);
+        __builtin_unreachable();
+    }
+
+    void N::deleteChildren(N *node) {
+        if (N::isLeaf(node)) {
+            return;
+        }
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<N4 *>(node);
+                n->deleteChildren();
+                return;
+            }
+            case NTypes::N16: {
+                auto n = static_cast<N16 *>(node);
+                n->deleteChildren();
+                return;
+            }
+            case NTypes::N48: {
+                auto n = static_cast<N48 *>(node);
+                n->deleteChildren();
+                return;
+            }
+            case NTypes::N256: {
+                auto n = static_cast<N256 *>(node);
+                n->deleteChildren();
+                return;
+            }
+        }
+        assert(false);
+        __builtin_unreachable();
+    }
+
+    template<typename curN, typename smallerN>
+    void N::removeAndShrink(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, bool &needRestart) {
+        if (!n->isUnderfull() || parentNode == nullptr) {
+            if (parentNode != nullptr) {
+                parentNode->readUnlockOrRestart(parentVersion, needRestart);
+                if (needRestart) return;
+            }
+            n->upgradeToWriteLockOrRestart(v, needRestart);
+            if (needRestart) return;
+
+            n->remove(key);
+            n->writeUnlock();
+            return;
+        }
+        parentNode->upgradeToWriteLockOrRestart(parentVersion, needRestart);
+        if (needRestart) return;
+
+        n->upgradeToWriteLockOrRestart(v, needRestart);
+        if (needRestart) {
+            parentNode->writeUnlock();
+            return;
+        }
+
+        auto nSmall = new smallerN(n->getPrefix(), n->getPrefixLength());
+
+        n->copyTo(nSmall);
+        nSmall->remove(key);
+        N::change(parentNode, keyParent, nSmall);
+
+        n->writeUnlockObsolete();
+        // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
+        parentNode->writeUnlock();
+    }
+
+    void N::removeAndUnlock(N *node, uint64_t v, uint8_t key, N *parentNode, uint64_t parentVersion, uint8_t keyParent, bool &needRestart) {
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<N4 *>(node);
+                removeAndShrink<N4, N4>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
+                break;
+            }
+            case NTypes::N16: {
+                auto n = static_cast<N16 *>(node);
+                removeAndShrink<N16, N4>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
+                break;
+            }
+            case NTypes::N48: {
+                auto n = static_cast<N48 *>(node);
+                removeAndShrink<N48, N16>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
+                break;
+            }
+            case NTypes::N256: {
+                auto n = static_cast<N256 *>(node);
+                removeAndShrink<N256, N48>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
+                break;
+            }
+        }
+    }
+
+    bool N::isLocked(uint64_t version) const {
+        return ((version & 0b10) == 0b10);
+    }
+
+    uint64_t N::readLockOrRestart(bool &needRestart) const {
+        uint64_t version;
+        version = typeVersionLockObsolete.load();
+/*        do {
+            version = typeVersionLockObsolete.load();
+        } while (isLocked(version));*/
+        if (isLocked(version) || isObsolete(version)) {
+            needRestart = true;
+        }
+        return version;
+        //uint64_t version;
+        //while (isLocked(version)) _mm_pause();
+        //return version;
+    }
+
+    bool N::isObsolete(uint64_t version) {
+        return (version & 1) == 1;
+    }
+
+    void N::checkOrRestart(uint64_t startRead, bool &needRestart) const {
+        readUnlockOrRestart(startRead, needRestart);
+    }
+
+    void N::readUnlockOrRestart(uint64_t startRead, bool &needRestart) const {
+        needRestart = (startRead != typeVersionLockObsolete.load());
+    }
+
+    uint32_t N::getPrefixLength() const {
+        return prefixCount;
+    }
+
+    bool N::hasPrefix() const {
+        return prefixCount > 0;
+    }
+
+    uint32_t N::getCount() const {
+        return count;
+    }
+
+    const uint8_t *N::getPrefix() const {
+        return prefix;
+    }
+
+    void N::setPrefix(const uint8_t *prefix, uint32_t length) {
+        if (length > 0) {
+            memcpy(this->prefix, prefix, std::min(length, maxStoredPrefixLength));
+            prefixCount = length;
+        } else {
+            prefixCount = 0;
+        }
+    }
+
+    void N::addPrefixBefore(N *node, uint8_t key) {
+        uint32_t prefixCopyCount = std::min(maxStoredPrefixLength, node->getPrefixLength() + 1);
+        memmove(this->prefix + prefixCopyCount, this->prefix,
+                std::min(this->getPrefixLength(), maxStoredPrefixLength - prefixCopyCount));
+        memcpy(this->prefix, node->prefix, std::min(prefixCopyCount, node->getPrefixLength()));
+        if (node->getPrefixLength() < maxStoredPrefixLength) {
+            this->prefix[prefixCopyCount - 1] = key;
+        }
+        this->prefixCount += node->getPrefixLength() + 1;
+    }
+
+
+    bool N::isLeaf(const N *n) {
+        return (reinterpret_cast<uint64_t>(n) & (static_cast<uint64_t>(1) << 63)) == (static_cast<uint64_t>(1) << 63);
+    }
+
+    N *N::setLeaf(TID tid) {
+        return reinterpret_cast<N *>(tid | (static_cast<uint64_t>(1) << 63));
+    }
+
+    TID N::getLeaf(const N *n) {
+        return (reinterpret_cast<uint64_t>(n) & ((static_cast<uint64_t>(1) << 63) - 1));
+    }
+
+    std::tuple<N *, uint8_t> N::getSecondChild(N *node, const uint8_t key) {
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<N4 *>(node);
+                return n->getSecondChild(key);
+            }
+            default: {
+                assert(false);
+                __builtin_unreachable();
+            }
+        }
+    }
+
+    void N::deleteNode(N *node) {
+        if (N::isLeaf(node)) {
+            return;
+        }
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<N4 *>(node);
+                delete n;
+                return;
+            }
+            case NTypes::N16: {
+                auto n = static_cast<N16 *>(node);
+                delete n;
+                return;
+            }
+            case NTypes::N48: {
+                auto n = static_cast<N48 *>(node);
+                delete n;
+                return;
+            }
+            case NTypes::N256: {
+                auto n = static_cast<N256 *>(node);
+                delete n;
+                return;
+            }
+        }
+        delete node;
+    }
+
+
+    TID N::getAnyChildTid(const N *n, bool &needRestart) {
+        const N *nextNode = n;
+
+        while (true) {
+            const N *node = nextNode;
+            auto v = node->readLockOrRestart(needRestart);
+            if (needRestart) return 0;
+
+            nextNode = getAnyChild(node);
+            node->readUnlockOrRestart(v, needRestart);
+            if (needRestart) return 0;
+
+            assert(nextNode != nullptr);
+            if (isLeaf(nextNode)) {
+                return getLeaf(nextNode);
+            }
+        }
+    }
+
+    uint64_t N::getChildren(const N *node, uint8_t start, uint8_t end, std::tuple<uint8_t, N *> children[],
+                        uint32_t &childrenCount) {
+        switch (node->getType()) {
+            case NTypes::N4: {
+                auto n = static_cast<const N4 *>(node);
+                return n->getChildren(start, end, children, childrenCount);
+            }
+            case NTypes::N16: {
+                auto n = static_cast<const N16 *>(node);
+                return n->getChildren(start, end, children, childrenCount);
+            }
+            case NTypes::N48: {
+                auto n = static_cast<const N48 *>(node);
+                return n->getChildren(start, end, children, childrenCount);
+            }
+            case NTypes::N256: {
+                auto n = static_cast<const N256 *>(node);
+                return n->getChildren(start, end, children, childrenCount);
+            }
+        }
+        assert(false);
+        __builtin_unreachable();
+    }
+}
diff --git a/ART/N.h b/ART/N.h
new file mode 100644
index 00000000..67b7f98a
--- /dev/null
+++ b/ART/N.h
@@ -0,0 +1,296 @@
+//
+// Created by florian on 05.08.15.
+//
+
+#pragma once
+#ifndef ART_OPTIMISTIC_LOCK_COUPLING_N_H
+#define ART_OPTIMISTIC_LOCK_COUPLING_N_H
+//#define ART_NOREADLOCK
+//#define ART_NOWRITELOCK
+#include <stdint.h>
+#include <atomic>
+#include <string.h>
+#include <functional>
+#include "Key.h"
+
+namespace ART { }
+
+using TID = uint64_t;
+
+using namespace ART;
+namespace ART_OLC {
+/*
+ * SynchronizedTree
+ * LockCouplingTree
+ * LockCheckFreeReadTree
+ * UnsynchronizedTree
+ */
+
+    enum class NTypes : uint8_t {
+        N4 = 0,
+        N16 = 1,
+        N48 = 2,
+        N256 = 3
+    };
+
+    static constexpr uint32_t maxStoredPrefixLength = 11;
+
+    using Prefix = uint8_t[maxStoredPrefixLength];
+
+    class N {
+    protected:
+        N(NTypes type, const uint8_t *prefix, uint32_t prefixLength) {
+            setType(type);
+            setPrefix(prefix, prefixLength);
+        }
+
+        N(const N &) = delete;
+
+        N(N &&) = delete;
+
+        //2b type 60b version 1b lock 1b obsolete
+        std::atomic<uint64_t> typeVersionLockObsolete{0b100};
+        // version 1, unlocked, not obsolete
+        uint32_t prefixCount = 0;
+
+        uint8_t count = 0;
+        Prefix prefix;
+
+
+        void setType(NTypes type);
+
+        static uint64_t convertTypeToVersion(NTypes type);
+
+    public:
+
+        NTypes getType() const;
+
+        uint32_t getCount() const;
+
+        bool isLocked(uint64_t version) const;
+
+        void writeLockOrRestart(bool &needRestart);
+
+        void upgradeToWriteLockOrRestart(uint64_t &version, bool &needRestart);
+
+        void writeUnlock();
+
+        uint64_t readLockOrRestart(bool &needRestart) const;
+
+        /**
+         * returns true if node hasn't been changed in between
+         */
+        void checkOrRestart(uint64_t startRead, bool &needRestart) const;
+        void readUnlockOrRestart(uint64_t startRead, bool &needRestart) const;
+
+        static bool isObsolete(uint64_t version);
+
+        /**
+         * can only be called when node is locked
+         */
+        void writeUnlockObsolete() {
+            typeVersionLockObsolete.fetch_add(0b11);
+        }
+
+        static N *getChild(const uint8_t k, const N *node);
+
+        static void insertAndUnlock(N *node, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart);
+
+        static bool change(N *node, uint8_t key, N *val);
+
+        static void removeAndUnlock(N *node, uint64_t v, uint8_t key, N *parentNode, uint64_t parentVersion, uint8_t keyParent, bool &needRestart);
+
+        bool hasPrefix() const;
+
+        const uint8_t *getPrefix() const;
+
+        void setPrefix(const uint8_t *prefix, uint32_t length);
+
+        void addPrefixBefore(N *node, uint8_t key);
+
+        uint32_t getPrefixLength() const;
+
+        static TID getLeaf(const N *n);
+
+        static bool isLeaf(const N *n);
+
+        static N *setLeaf(TID tid);
+
+        static N *getAnyChild(const N *n);
+
+        static TID getAnyChildTid(const N *n, bool &needRestart);
+
+        static void deleteChildren(N *node);
+
+        static void deleteNode(N *node);
+
+        static std::tuple<N *, uint8_t> getSecondChild(N *node, const uint8_t k);
+
+        template<typename curN, typename biggerN>
+        static void insertGrow(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart);
+
+        template<typename curN, typename smallerN>
+        static void removeAndShrink(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, bool &needRestart);
+
+        static uint64_t getChildren(const N *node, uint8_t start, uint8_t end, std::tuple<uint8_t, N *> children[],
+                                uint32_t &childrenCount);
+    };
+
+    class N4 : public N {
+    public:
+        uint8_t keys[4];
+        N *children[4] = {nullptr, nullptr, nullptr, nullptr};
+
+    public:
+        N4(const uint8_t *prefix, uint32_t prefixLength) : N(NTypes::N4, prefix,
+                                                                             prefixLength) { }
+
+        void insert(uint8_t key, N *n);
+
+        template<class NODE>
+        void copyTo(NODE *n) const;
+
+        bool change(uint8_t key, N *val);
+
+        N *getChild(const uint8_t k) const;
+
+        void remove(uint8_t k);
+
+        N *getAnyChild() const;
+
+        bool isFull() const;
+
+        bool isUnderfull() const;
+
+        std::tuple<N *, uint8_t> getSecondChild(const uint8_t key) const;
+
+        void deleteChildren();
+
+        uint64_t getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                         uint32_t &childrenCount) const;
+    };
+
+    class N16 : public N {
+    public:
+        uint8_t keys[16];
+        N *children[16];
+
+        static uint8_t flipSign(uint8_t keyByte) {
+            // Flip the sign bit, enables signed SSE comparison of unsigned values, used by Node16
+            return keyByte ^ 128;
+        }
+
+        static inline unsigned ctz(uint16_t x) {
+            // Count trailing zeros, only defined for x>0
+#ifdef __GNUC__
+            return __builtin_ctz(x);
+#else
+            // Adapted from Hacker's Delight
+   unsigned n=1;
+   if ((x&0xFF)==0) {n+=8; x=x>>8;}
+   if ((x&0x0F)==0) {n+=4; x=x>>4;}
+   if ((x&0x03)==0) {n+=2; x=x>>2;}
+   return n-(x&1);
+#endif
+        }
+
+        N *const *getChildPos(const uint8_t k) const;
+
+    public:
+        N16(const uint8_t *prefix, uint32_t prefixLength) : N(NTypes::N16, prefix,
+                                                                              prefixLength) {
+            memset(keys, 0, sizeof(keys));
+            memset(children, 0, sizeof(children));
+        }
+
+        void insert(uint8_t key, N *n);
+
+        template<class NODE>
+        void copyTo(NODE *n) const;
+
+        bool change(uint8_t key, N *val);
+
+        N *getChild(const uint8_t k) const;
+
+        void remove(uint8_t k);
+
+        N *getAnyChild() const;
+
+        bool isFull() const;
+
+        bool isUnderfull() const;
+
+        void deleteChildren();
+
+        uint64_t getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                         uint32_t &childrenCount) const;
+    };
+
+    class N48 : public N {
+        uint8_t childIndex[256];
+        N *children[48];
+    public:
+        static const uint8_t emptyMarker = 48;
+
+        N48(const uint8_t *prefix, uint32_t prefixLength) : N(NTypes::N48, prefix,
+                                                                              prefixLength) {
+            memset(childIndex, emptyMarker, sizeof(childIndex));
+            memset(children, 0, sizeof(children));
+        }
+
+        void insert(uint8_t key, N *n);
+
+        template<class NODE>
+        void copyTo(NODE *n) const;
+
+        bool change(uint8_t key, N *val);
+
+        N *getChild(const uint8_t k) const;
+
+        void remove(uint8_t k);
+
+        N *getAnyChild() const;
+
+        bool isFull() const;
+
+        bool isUnderfull() const;
+
+        void deleteChildren();
+
+        uint64_t getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                         uint32_t &childrenCount) const;
+    };
+
+    class N256 : public N {
+        N *children[256];
+
+    public:
+        N256(const uint8_t *prefix, uint32_t prefixLength) : N(NTypes::N256, prefix,
+                                                                               prefixLength) {
+            memset(children, '\0', sizeof(children));
+        }
+
+        void insert(uint8_t key, N *val);
+
+        template<class NODE>
+        void copyTo(NODE *n) const;
+
+        bool change(uint8_t key, N *n);
+
+        N *getChild(const uint8_t k) const;
+
+        void remove(uint8_t k);
+
+        N *getAnyChild() const;
+
+        bool isFull() const;
+
+        bool isUnderfull() const;
+
+        void deleteChildren();
+
+        uint64_t getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                         uint32_t &childrenCount) const;
+    };
+}
+#endif //ART_OPTIMISTIC_LOCK_COUPLING_N_H
diff --git a/ART/N16.cpp b/ART/N16.cpp
new file mode 100644
index 00000000..be6f97e1
--- /dev/null
+++ b/ART/N16.cpp
@@ -0,0 +1,112 @@
+#include <assert.h>
+#include <algorithm>
+#include "N.h"
+#include <emmintrin.h> // x86 SSE intrinsics
+
+namespace ART_OLC {
+
+    bool N16::isFull() const {
+        return count == 16;
+    }
+
+    bool N16::isUnderfull() const {
+        return count == 3;
+    }
+
+    void N16::insert(uint8_t key, N *n) {
+        uint8_t keyByteFlipped = flipSign(key);
+        __m128i cmp = _mm_cmplt_epi8(_mm_set1_epi8(keyByteFlipped), _mm_loadu_si128(reinterpret_cast<__m128i *>(keys)));
+        uint16_t bitfield = _mm_movemask_epi8(cmp) & (0xFFFF >> (16 - count));
+        unsigned pos = bitfield ? ctz(bitfield) : count;
+        memmove(keys + pos + 1, keys + pos, count - pos);
+        memmove(children + pos + 1, children + pos, (count - pos) * sizeof(uintptr_t));
+        keys[pos] = keyByteFlipped;
+        children[pos] = n;
+        count++;
+    }
+
+    template<class NODE>
+    void N16::copyTo(NODE *n) const {
+        for (unsigned i = 0; i < count; i++) {
+            n->insert(flipSign(keys[i]), children[i]);
+        }
+    }
+
+    bool N16::change(uint8_t key, N *val) {
+        N **childPos = const_cast<N **>(getChildPos(key));
+        assert(childPos != nullptr);
+        *childPos = val;
+        return true;
+    }
+
+    N *const *N16::getChildPos(const uint8_t k) const {
+        __m128i cmp = _mm_cmpeq_epi8(_mm_set1_epi8(flipSign(k)),
+                                     _mm_loadu_si128(reinterpret_cast<const __m128i *>(keys)));
+        unsigned bitfield = _mm_movemask_epi8(cmp) & ((1 << count) - 1);
+        if (bitfield) {
+            return &children[ctz(bitfield)];
+        } else {
+            return nullptr;
+        }
+    }
+
+    N *N16::getChild(const uint8_t k) const {
+        N *const *childPos = getChildPos(k);
+        if (childPos == nullptr) {
+            return nullptr;
+        } else {
+            return *childPos;
+        }
+    }
+
+    void N16::remove(uint8_t k) {
+        N *const *leafPlace = getChildPos(k);
+        assert(leafPlace != nullptr);
+        std::size_t pos = leafPlace - children;
+        memmove(keys + pos, keys + pos + 1, count - pos - 1);
+        memmove(children + pos, children + pos + 1, (count - pos - 1) * sizeof(N *));
+        count--;
+        assert(getChild(k) == nullptr);
+    }
+
+    N *N16::getAnyChild() const {
+        for (int i = 0; i < count; ++i) {
+            if (N::isLeaf(children[i])) {
+                return children[i];
+            }
+        }
+        return children[0];
+    }
+
+    void N16::deleteChildren() {
+        for (std::size_t i = 0; i < count; ++i) {
+            N::deleteChildren(children[i]);
+            N::deleteNode(children[i]);
+        }
+    }
+
+    uint64_t N16::getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                          uint32_t &childrenCount) const {
+        restart:
+        bool needRestart = false;
+        uint64_t v;
+        v = readLockOrRestart(needRestart);
+        if (needRestart) goto restart;
+        childrenCount = 0;
+        auto startPos = getChildPos(start);
+        auto endPos = getChildPos(end);
+        if (startPos == nullptr) {
+            startPos = this->children;
+        }
+        if (endPos == nullptr) {
+            endPos = this->children + (count - 1);
+        }
+        for (auto p = startPos; p <= endPos; ++p) {
+            children[childrenCount] = std::make_tuple(flipSign(keys[p - this->children]), *p);
+            childrenCount++;
+        }
+        readUnlockOrRestart(v, needRestart);
+        if (needRestart) goto restart;
+        return v;
+    }
+}
\ No newline at end of file
diff --git a/ART/N256.cpp b/ART/N256.cpp
new file mode 100644
index 00000000..c667a794
--- /dev/null
+++ b/ART/N256.cpp
@@ -0,0 +1,84 @@
+#include <assert.h>
+#include <algorithm>
+#include "N.h"
+
+namespace ART_OLC {
+
+    bool N256::isFull() const {
+        return false;
+    }
+
+    bool N256::isUnderfull() const {
+        return count == 37;
+    }
+
+    void N256::deleteChildren() {
+        for (uint64_t i = 0; i < 256; ++i) {
+            if (children[i] != nullptr) {
+                N::deleteChildren(children[i]);
+                N::deleteNode(children[i]);
+            }
+        }
+    }
+
+    void N256::insert(uint8_t key, N *val) {
+        children[key] = val;
+        count++;
+    }
+
+    template<class NODE>
+    void N256::copyTo(NODE *n) const {
+        for (int i = 0; i < 256; ++i) {
+            if (children[i] != nullptr) {
+                n->insert(i, children[i]);
+            }
+        }
+    }
+
+    bool N256::change(uint8_t key, N *n) {
+        children[key] = n;
+        return true;
+    }
+
+    N *N256::getChild(const uint8_t k) const {
+        return children[k];
+    }
+
+    void N256::remove(uint8_t k) {
+        children[k] = nullptr;
+        count--;
+    }
+
+    N *N256::getAnyChild() const {
+        N *anyChild = nullptr;
+        for (uint64_t i = 0; i < 256; ++i) {
+            if (children[i] != nullptr) {
+                if (N::isLeaf(children[i])) {
+                    return children[i];
+                } else {
+                    anyChild = children[i];
+                }
+            }
+        }
+        return anyChild;
+    }
+
+    uint64_t N256::getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                           uint32_t &childrenCount) const {
+        restart:
+        bool needRestart = false;
+        uint64_t v;
+        v = readLockOrRestart(needRestart);
+        if (needRestart) goto restart;
+        childrenCount = 0;
+        for (unsigned i = start; i <= end; i++) {
+            if (this->children[i] != nullptr) {
+                children[childrenCount] = std::make_tuple(i, this->children[i]);
+                childrenCount++;
+            }
+        }
+        readUnlockOrRestart(v, needRestart);
+        if (needRestart) goto restart;
+        return v;
+    }
+}
\ No newline at end of file
diff --git a/ART/N4.cpp b/ART/N4.cpp
new file mode 100644
index 00000000..0a3d4ea1
--- /dev/null
+++ b/ART/N4.cpp
@@ -0,0 +1,109 @@
+#include <assert.h>
+#include <algorithm>
+#include "N.h"
+
+namespace ART_OLC {
+
+    void N4::deleteChildren() {
+        for (uint32_t i = 0; i < count; ++i) {
+            N::deleteChildren(children[i]);
+            N::deleteNode(children[i]);
+        }
+    }
+
+    bool N4::isFull() const {
+        return count == 4;
+    }
+
+    bool N4::isUnderfull() const {
+        return false;
+    }
+
+    void N4::insert(uint8_t key, N *n) {
+        unsigned pos;
+        for (pos = 0; (pos < count) && (keys[pos] < key); pos++);
+        memmove(keys + pos + 1, keys + pos, count - pos);
+        memmove(children + pos + 1, children + pos, (count - pos) * sizeof(N*));
+        keys[pos] = key;
+        children[pos] = n;
+        count++;
+    }
+
+    template<class NODE>
+    void N4::copyTo(NODE *n) const {
+        for (uint32_t i = 0; i < count; ++i) {
+            n->insert(keys[i], children[i]);
+        }
+    }
+
+    bool N4::change(uint8_t key, N *val) {
+        for (uint32_t i = 0; i < count; ++i) {
+            if (keys[i] == key) {
+                children[i] = val;
+                return true;
+            }
+        }
+        assert(false);
+        __builtin_unreachable();
+    }
+
+    N *N4::getChild(const uint8_t k) const {
+        for (uint32_t i = 0; i < count; ++i) {
+            if (keys[i] == k) {
+                return children[i];
+            }
+        }
+        return nullptr;
+    }
+
+    void N4::remove(uint8_t k) {
+        for (uint32_t i = 0; i < count; ++i) {
+            if (keys[i] == k) {
+                memmove(keys + i, keys + i + 1, count - i - 1);
+                memmove(children + i, children + i + 1, (count - i - 1) * sizeof(N *));
+                count--;
+                return;
+            }
+        }
+    }
+
+    N *N4::getAnyChild() const {
+        N *anyChild = nullptr;
+        for (uint32_t i = 0; i < count; ++i) {
+            if (N::isLeaf(children[i])) {
+                return children[i];
+            } else {
+                anyChild = children[i];
+            }
+        }
+        return anyChild;
+    }
+
+    std::tuple<N *, uint8_t> N4::getSecondChild(const uint8_t key) const {
+        for (uint32_t i = 0; i < count; ++i) {
+            if (keys[i] != key) {
+                return std::make_tuple(children[i], keys[i]);
+            }
+        }
+        return std::make_tuple(nullptr, 0);
+    }
+
+    uint64_t N4::getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                         uint32_t &childrenCount) const {
+        restart:
+        bool needRestart = false;
+        uint64_t v;
+        v = readLockOrRestart(needRestart);
+        if (needRestart) goto restart;
+        childrenCount = 0;
+        for (uint32_t i = 0; i < count; ++i) {
+            if (this->keys[i] >= start && this->keys[i] <= end) {
+                children[childrenCount] = std::make_tuple(this->keys[i], this->children[i]);
+                childrenCount++;
+            }
+        }
+        readUnlockOrRestart(v, needRestart);
+        if (needRestart) goto restart;
+        return v;
+    }
+}
\ No newline at end of file
diff --git a/ART/N48.cpp b/ART/N48.cpp
new file mode 100644
index 00000000..b9d1bfb7
--- /dev/null
+++ b/ART/N48.cpp
@@ -0,0 +1,96 @@
+#include <assert.h>
+#include <algorithm>
+#include "N.h"
+
+namespace ART_OLC {
+
+    bool N48::isFull() const {
+        return count == 48;
+    }
+
+    bool N48::isUnderfull() const {
+        return count == 12;
+    }
+
+    void N48::insert(uint8_t key, N *n) {
+        unsigned pos = count;
+        if (children[pos]) {
+            for (pos = 0; children[pos] != nullptr; pos++);
+        }
+        children[pos] = n;
+        childIndex[key] = (uint8_t) pos;
+        count++;
+    }
+
+    template<class NODE>
+    void N48::copyTo(NODE *n) const {
+        for (unsigned i = 0; i < 256; i++) {
+            if (childIndex[i] != emptyMarker) {
+                n->insert(i, children[childIndex[i]]);
+            }
+        }
+    }
+
+    bool N48::change(uint8_t key, N *val) {
+        children[childIndex[key]] = val;
+        return true;
+    }
+
+    N *N48::getChild(const uint8_t k) const {
+        if (childIndex[k] == emptyMarker) {
+            return nullptr;
+        } else {
+            return children[childIndex[k]];
+        }
+    }
+
+    void N48::remove(uint8_t k) {
+        assert(childIndex[k] != emptyMarker);
+        children[childIndex[k]] = nullptr;
+        childIndex[k] = emptyMarker;
+        count--;
+        assert(getChild(k) == nullptr);
+    }
+
+    N *N48::getAnyChild() const {
+        N *anyChild = nullptr;
+        for (unsigned i = 0; i < 256; i++) {
+            if (childIndex[i] != emptyMarker) {
+                if (N::isLeaf(children[childIndex[i]])) {
+                    return children[childIndex[i]];
+                } else {
+                    anyChild = children[childIndex[i]];
+                };
+            }
+        }
+        return anyChild;
+    }
+
+    void N48::deleteChildren() {
+        for (unsigned i = 0; i < 256; i++) {
+            if (childIndex[i] != emptyMarker) {
+                N::deleteChildren(children[childIndex[i]]);
+                N::deleteNode(children[childIndex[i]]);
+            }
+        }
+    }
+
+    uint64_t N48::getChildren(uint8_t start, uint8_t end, std::tuple<uint8_t, N *> *&children,
+                          uint32_t &childrenCount) const {
+        restart:
+        bool needRestart = false;
+        uint64_t v;
+        v = readLockOrRestart(needRestart);
+        if (needRestart) goto restart;
+        childrenCount = 0;
+        for (unsigned i = start; i <= end; i++) {
+            if (this->childIndex[i] != emptyMarker) {
+                children[childrenCount] = std::make_tuple(i, this->children[this->childIndex[i]]);
+                childrenCount++;
+            }
+        }
+        readUnlockOrRestart(v, needRestart);
+        if (needRestart) goto restart;
+        return v;
+    }
+}
\ No newline at end of file
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
new file mode 100644
index 00000000..a28499de
--- /dev/null
+++ b/ART/Tree.cpp
@@ -0,0 +1,638 @@
+#include <assert.h>
+#include <algorithm>
+#include "Tree.h"
+#include "N.cpp"
+#include "Key.h"
+
+
+namespace ART_OLC {
+
+    Tree::Tree() : root(new N256(nullptr, 0)) {
+    }
+
+    void Tree::setLoadKey(LoadKeyFunction f) {
+        loadKey = f;
+    }
+
+    Tree::Tree(LoadKeyFunction loadKey) : root(new N256( nullptr, 0)), loadKey(loadKey) {
+    }
+
+    Tree::~Tree() {
+        N::deleteChildren(root);
+        N::deleteNode(root);
+    }
+
+    // ThreadInfo Tree::getThreadInfo() {
+    //     return ThreadInfo(this->epoche);
+    // }
+
+    TID Tree::lookup(const Key &k) const {
+        // EpocheGuardReadonly epocheGuard(threadEpocheInfo);
+        restart:
+        bool needRestart = false;
+
+        N *node;
+        N *parentNode = nullptr;
+        uint64_t v;
+        uint32_t level = 0;
+        bool optimisticPrefixMatch = false;
+
+        node = root;
+        v = node->readLockOrRestart(needRestart);
+        if (needRestart) goto restart;
+        while (true) {
+            switch (checkPrefix(node, k, level)) { // increases level
+                case CheckPrefixResult::NoMatch:
+                    node->readUnlockOrRestart(v, needRestart);
+                    if (needRestart) goto restart;
+                    return 0;
+                case CheckPrefixResult::OptimisticMatch:
+                    optimisticPrefixMatch = true;
+                    // fallthrough
+                case CheckPrefixResult::Match:
+                    if (k.getKeyLen() <= level) {
+                        return 0;
+                    }
+                    parentNode = node;
+                    node = N::getChild(k[level], parentNode);
+                    parentNode->checkOrRestart(v,needRestart);
+                    if (needRestart) goto restart;
+
+                    if (node == nullptr) {
+                        return 0;
+                    }
+                    if (N::isLeaf(node)) {
+                        parentNode->readUnlockOrRestart(v, needRestart);
+                        if (needRestart) goto restart;
+
+                        TID tid = N::getLeaf(node);
+                        if (level < k.getKeyLen() - 1 || optimisticPrefixMatch) {
+                            return checkKey(tid, k);
+                        }
+                        return tid;
+                    }
+                    level++;
+            }
+            uint64_t nv = node->readLockOrRestart(needRestart);
+            if (needRestart) goto restart;
+
+            parentNode->readUnlockOrRestart(v, needRestart);
+            if (needRestart) goto restart;
+            v = nv;
+        }
+    }
+
+    bool Tree::lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[],
+                                std::size_t resultSize, std::size_t &resultsFound) const {
+        for (uint32_t i = 0; i < std::min(start.getKeyLen(), end.getKeyLen()); ++i) {
+            if (start[i] > end[i]) {
+                resultsFound = 0;
+                return false;
+            } else if (start[i] < end[i]) {
+                break;
+            }
+        }
+        // EpocheGuard epocheGuard(threadEpocheInfo);
+        TID toContinue = 0;
+        std::function<void(const N *)> copy = [&result, &resultSize, &resultsFound, &toContinue, &copy](const N *node) {
+            if (N::isLeaf(node)) {
+                if (resultsFound == resultSize) {
+                    toContinue = N::getLeaf(node);
+                    return;
+                }
+                result[resultsFound] = N::getLeaf(node);
+                resultsFound++;
+            } else {
+                std::tuple<uint8_t, N *> children[256];
+                uint32_t childrenCount = 0;
+                N::getChildren(node, 0u, 255u, children, childrenCount);
+                for (uint32_t i = 0; i < childrenCount; ++i) {
+                    const N *n = std::get<1>(children[i]);
+                    copy(n);
+                    if (toContinue != 0) {
+                        break;
+                    }
+                }
+            }
+        };
+        std::function<void(N *, uint8_t, uint32_t, const N *, uint64_t)> findStart = [&copy, &start, &findStart, &toContinue, this](
+                N *node, uint8_t nodeK, uint32_t level, const N *parentNode, uint64_t vp) {
+            if (N::isLeaf(node)) {
+                copy(node);
+                return;
+            }
+            uint64_t v;
+            PCCompareResults prefixResult;
+
+            {
+                readAgain:
+                bool needRestart = false;
+                v = node->readLockOrRestart(needRestart);
+                if (needRestart) goto readAgain;
+
+                prefixResult = checkPrefixCompare(node, start, 0, level, loadKey, needRestart);
+                if (needRestart) goto readAgain;
+
+                parentNode->readUnlockOrRestart(vp, needRestart);
+                if (needRestart) {
+                    readParentAgain:
+                    vp = parentNode->readLockOrRestart(needRestart);
+                    if (needRestart) goto readParentAgain;
+
+                    node = N::getChild(nodeK, parentNode);
+
+                    parentNode->readUnlockOrRestart(vp, needRestart);
+                    if (needRestart) goto readParentAgain;
+
+                    if (node == nullptr) {
+                        return;
+                    }
+                    if (N::isLeaf(node)) {
+                        copy(node);
+                        return;
+                    }
+                    goto readAgain;
+                }
+                node->readUnlockOrRestart(v, needRestart);
+                if (needRestart) goto readAgain;
+            }
+
+            switch (prefixResult) {
+                case PCCompareResults::Bigger:
+                    copy(node);
+                    break;
+                case PCCompareResults::Equal: {
+                    uint8_t startLevel = (start.getKeyLen() > level) ? start[level] : 0;
+                    std::tuple<uint8_t, N *> children[256];
+                    uint32_t childrenCount = 0;
+                    v = N::getChildren(node, startLevel, 255, children, childrenCount);
+                    for (uint32_t i = 0; i < childrenCount; ++i) {
+                        const uint8_t k = std::get<0>(children[i]);
+                        N *n = std::get<1>(children[i]);
+                        if (k == startLevel) {
+                            findStart(n, k, level + 1, node, v);
+                        } else if (k > startLevel) {
+                            copy(n);
+                        }
+                        if (toContinue != 0) {
+                            break;
+                        }
+                    }
+                    break;
+                }
+                case PCCompareResults::Smaller:
+                    break;
+            }
+        };
+        std::function<void(N *, uint8_t, uint32_t, const N *, uint64_t)> findEnd = [&copy, &end, &toContinue, &findEnd, this](
+                N *node, uint8_t nodeK, uint32_t level, const N *parentNode, uint64_t vp) {
+            if (N::isLeaf(node)) {
+                return;
+            }
+            uint64_t v;
+            PCCompareResults prefixResult;
+            {
+                readAgain:
+                bool needRestart = false;
+                v = node->readLockOrRestart(needRestart);
+                if (needRestart) goto readAgain;
+
+                prefixResult = checkPrefixCompare(node, end, 255, level, loadKey, needRestart);
+                if (needRestart) goto readAgain;
+
+                parentNode->readUnlockOrRestart(vp, needRestart);
+                if (needRestart) {
+                    readParentAgain:
+                    vp = parentNode->readLockOrRestart(needRestart);
+                    if (needRestart) goto readParentAgain;
+
+                    node = N::getChild(nodeK, parentNode);
+
+                    parentNode->readUnlockOrRestart(vp, needRestart);
+                    if (needRestart) goto readParentAgain;
+
+                    if (node == nullptr) {
+                        return;
+                    }
+                    if (N::isLeaf(node)) {
+                        return;
+                    }
+                    goto readAgain;
+                }
+                node->readUnlockOrRestart(v, needRestart);
+                if (needRestart) goto readAgain;
+            }
+            switch (prefixResult) {
+                case PCCompareResults::Smaller:
+                    copy(node);
+                    break;
+                case PCCompareResults::Equal: {
+                    uint8_t endLevel = (end.getKeyLen() > level) ? end[level] : 255;
+                    std::tuple<uint8_t, N *> children[256];
+                    uint32_t childrenCount = 0;
+                    v = N::getChildren(node, 0, endLevel, children, childrenCount);
+                    for (uint32_t i = 0; i < childrenCount; ++i) {
+                        const uint8_t k = std::get<0>(children[i]);
+                        N *n = std::get<1>(children[i]);
+                        if (k == endLevel) {
+                            findEnd(n, k, level + 1, node, v);
+                        } else if (k < endLevel) {
+                            copy(n);
+                        }
+                        if (toContinue != 0) {
+                            break;
+                        }
+                    }
+                    break;
+                }
+                case PCCompareResults::Bigger:
+                    break;
+            }
+        };
+
+        restart:
+        bool needRestart = false;
+
+        resultsFound = 0;
+
+        uint32_t level = 0;
+        N *node = nullptr;
+        N *nextNode = root;
+        N *parentNode;
+        uint64_t v = 0;
+        uint64_t vp;
+
+        while (true) {
+            parentNode = node;
+            vp = v;
+            node = nextNode;
+            PCEqualsResults prefixResult;
+            v = node->readLockOrRestart(needRestart);
+            if (needRestart) goto restart;
+            prefixResult = checkPrefixEquals(node, level, start, end, loadKey, needRestart);
+            if (needRestart) goto restart;
+            if (parentNode != nullptr) {
+                parentNode->readUnlockOrRestart(vp, needRestart);
+                if (needRestart) goto restart;
+            }
+            node->readUnlockOrRestart(v, needRestart);
+            if (needRestart) goto restart;
+
+            switch (prefixResult) {
+                case PCEqualsResults::NoMatch: {
+                    return false;
+                }
+                case PCEqualsResults::Contained: {
+                    copy(node);
+                    break;
+                }
+                case PCEqualsResults::BothMatch: {
+                    uint8_t startLevel = (start.getKeyLen() > level) ? start[level] : 0;
+                    uint8_t endLevel = (end.getKeyLen() > level) ? end[level] : 255;
+                    if (startLevel != endLevel) {
+                        std::tuple<uint8_t, N *> children[256];
+                        uint32_t childrenCount = 0;
+                        v = N::getChildren(node, startLevel, endLevel, children, childrenCount);
+                        for (uint32_t i = 0; i < childrenCount; ++i) {
+                            const uint8_t k = std::get<0>(children[i]);
+                            N *n = std::get<1>(children[i]);
+                            if (k == startLevel) {
+                                findStart(n, k, level + 1, node, v);
+                            } else if (k > startLevel && k < endLevel) {
+                                copy(n);
+                            } else if (k == endLevel) {
+                                findEnd(n, k, level + 1, node, v);
+                            }
+                            if (toContinue) {
+                                break;
+                            }
+                        }
+                    } else {
+                        nextNode = N::getChild(startLevel, node);
+                        node->readUnlockOrRestart(v, needRestart);
+                        if (needRestart) goto restart;
+                        level++;
+                        continue;
+                    }
+                    break;
+                }
+            }
+            break;
+        }
+        if (toContinue != 0) {
+            loadKey(toContinue, continueKey);
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+
+    TID Tree::checkKey(const TID tid, const Key &k) const {
+        Key kt;
+        this->loadKey(tid, kt);
+        if (k == kt) {
+            return tid;
+        }
+        return 0;
+    }
+
+    void Tree::insert(const Key &k, TID tid, bool* new_insert) {
+        // EpocheGuard epocheGuard(epocheInfo);
+        restart:
+        bool needRestart = false;
+
+        N *node = nullptr;
+        N *nextNode = root;
+        N *parentNode = nullptr;
+        uint8_t parentKey, nodeKey = 0;
+        uint64_t parentVersion = 0;
+        uint32_t level = 0;
+
+        while (true) {
+            parentNode = node;
+            parentKey = nodeKey;
+            node = nextNode;
+            auto v = node->readLockOrRestart(needRestart);
+            if (needRestart) goto restart;
+
+            uint32_t nextLevel = level;
+
+            uint8_t nonMatchingKey;
+            Prefix remainingPrefix;
+            auto res = checkPrefixPessimistic(node, k, nextLevel, nonMatchingKey, remainingPrefix,
+                                   this->loadKey, needRestart); // increases level
+            if (needRestart) goto restart;
+            switch (res) {
+                case CheckPrefixPessimisticResult::NoMatch: {
+                    parentNode->upgradeToWriteLockOrRestart(parentVersion, needRestart);
+                    if (needRestart) goto restart;
+
+                    node->upgradeToWriteLockOrRestart(v, needRestart);
+                    if (needRestart) {
+                        parentNode->writeUnlock();
+                        goto restart;
+                    }
+                    // 1) Create new node which will be parent of node, Set common prefix, level to this node
+                    auto newNode = new N4(node->getPrefix(), nextLevel - level);
+
+                    // 2)  add node and (tid, *k) as children
+                    newNode->insert(k[nextLevel], N::setLeaf(tid));
+                    newNode->insert(nonMatchingKey, node);
+
+                    // 3) upgradeToWriteLockOrRestart, update parentNode to point to the new node, unlock
+                    N::change(parentNode, parentKey, newNode);
+                    parentNode->writeUnlock();
+
+                    // 4) update prefix of node, unlock
+                    node->setPrefix(remainingPrefix,
+                                    node->getPrefixLength() - ((nextLevel - level) + 1));
+
+                    node->writeUnlock();
+                    *new_insert = true;
+                    return;
+                }
+                case CheckPrefixPessimisticResult::Match:
+                    break;
+            }
+            level = nextLevel;
+            nodeKey = k[level];
+            nextNode = N::getChild(nodeKey, node);
+            node->checkOrRestart(v,needRestart);
+            if (needRestart) goto restart;
+
+            if (nextNode == nullptr) {
+                N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
+                if (needRestart) goto restart;
+                *new_insert = true;
+                return;
+            }
+
+            if (parentNode != nullptr) {
+                parentNode->readUnlockOrRestart(parentVersion, needRestart);
+                if (needRestart) goto restart;
+            }
+
+            if (N::isLeaf(nextNode)) {
+                node->upgradeToWriteLockOrRestart(v, needRestart);
+                if (needRestart) goto restart;
+
+                Key key;
+                loadKey(N::getLeaf(nextNode), key);
+
+                level++;
+                uint32_t prefixLength = 0;
+                while (key[level + prefixLength] == k[level + prefixLength]) {
+                    prefixLength++;
+                }
+
+                auto n4 = new N4(&k[level], prefixLength);
+                n4->insert(k[level + prefixLength], N::setLeaf(tid));
+                n4->insert(key[level + prefixLength], nextNode);
+                N::change(node, k[level - 1], n4);
+                node->writeUnlock();
+                *new_insert = false;
+                return;
+            }
+            level++;
+            parentVersion = v;
+        }
+    }
+
+    void Tree::remove(const Key &k, TID tid) {
+        // EpocheGuard epocheGuard(threadInfo);
+        restart:
+        bool needRestart = false;
+
+        N *node = nullptr;
+        N *nextNode = root;
+        N *parentNode = nullptr;
+        uint8_t parentKey, nodeKey = 0;
+        uint64_t parentVersion = 0;
+        uint32_t level = 0;
+
+        while (true) {
+            parentNode = node;
+            parentKey = nodeKey;
+            node = nextNode;
+            auto v = node->readLockOrRestart(needRestart);
+            if (needRestart) goto restart;
+
+            switch (checkPrefix(node, k, level)) { // increases level
+                case CheckPrefixResult::NoMatch:
+                    node->readUnlockOrRestart(v, needRestart);
+                    if (needRestart) goto restart;
+                    return;
+                case CheckPrefixResult::OptimisticMatch:
+                    // fallthrough
+                case CheckPrefixResult::Match: {
+                    nodeKey = k[level];
+                    nextNode = N::getChild(nodeKey, node);
+
+                    node->checkOrRestart(v, needRestart);
+                    if (needRestart) goto restart;
+
+                    if (nextNode == nullptr) {
+                        node->readUnlockOrRestart(v, needRestart);
+                        if (needRestart) goto restart;
+                        return;
+                    }
+                    if (N::isLeaf(nextNode)) {
+                        if (N::getLeaf(nextNode) != tid) {
+                            return;
+                        }
+                        assert(parentNode == nullptr || node->getCount() != 1);
+                        if (node->getCount() == 2 && parentNode != nullptr) {
+                            parentNode->upgradeToWriteLockOrRestart(parentVersion, needRestart);
+                            if (needRestart) goto restart;
+
+                            node->upgradeToWriteLockOrRestart(v, needRestart);
+                            if (needRestart) {
+                                parentNode->writeUnlock();
+                                goto restart;
+                            }
+                            // 1. check remaining entries
+                            N *secondNodeN;
+                            uint8_t secondNodeK;
+                            std::tie(secondNodeN, secondNodeK) = N::getSecondChild(node, nodeKey);
+                            if (N::isLeaf(secondNodeN)) {
+                                //N::remove(node, k[level]); not necessary
+                                N::change(parentNode, parentKey, secondNodeN);
+
+                                parentNode->writeUnlock();
+                                node->writeUnlockObsolete();
+                                // this->epoche.markNodeForDeletion(node, threadInfo);
+                            } else {
+                                secondNodeN->writeLockOrRestart(needRestart);
+                                if (needRestart) {
+                                    node->writeUnlock();
+                                    parentNode->writeUnlock();
+                                    goto restart;
+                                }
+
+                                //N::remove(node, k[level]); not necessary
+                                N::change(parentNode, parentKey, secondNodeN);
+                                parentNode->writeUnlock();
+
+                                secondNodeN->addPrefixBefore(node, secondNodeK);
+                                secondNodeN->writeUnlock();
+
+                                node->writeUnlockObsolete();
+                                // this->epoche.markNodeForDeletion(node, threadInfo);
+                            }
+                        } else {
+                            N::removeAndUnlock(node, v, k[level], parentNode, parentVersion, parentKey, needRestart);
+                            if (needRestart) goto restart;
+                        }
+                        return;
+                    }
+                    level++;
+                    parentVersion = v;
+                }
+            }
+        }
+    }
+
+    inline typename Tree::CheckPrefixResult Tree::checkPrefix(N *n, const Key &k, uint32_t &level) {
+        if (n->hasPrefix()) {
+            if (k.getKeyLen() <= level + n->getPrefixLength()) {
+                return CheckPrefixResult::NoMatch;
+            }
+            for (uint32_t i = 0; i < std::min(n->getPrefixLength(), maxStoredPrefixLength); ++i) {
+                if (n->getPrefix()[i] != k[level]) {
+                    return CheckPrefixResult::NoMatch;
+                }
+                ++level;
+            }
+            if (n->getPrefixLength() > maxStoredPrefixLength) {
+                level = level + (n->getPrefixLength() - maxStoredPrefixLength);
+                return CheckPrefixResult::OptimisticMatch;
+            }
+        }
+        return CheckPrefixResult::Match;
+    }
+
+    typename Tree::CheckPrefixPessimisticResult Tree::checkPrefixPessimistic(N *n, const Key &k, uint32_t &level,
+                                                                        uint8_t &nonMatchingKey,
+                                                                        Prefix &nonMatchingPrefix,
+                                                                        LoadKeyFunction loadKey, bool &needRestart) {
+        if (n->hasPrefix()) {
+            uint32_t prevLevel = level;
+            Key kt;
+            for (uint32_t i = 0; i < n->getPrefixLength(); ++i) {
+                if (i == maxStoredPrefixLength) {
+                    auto anyTID = N::getAnyChildTid(n, needRestart);
+                    if (needRestart) return CheckPrefixPessimisticResult::Match;
+                    loadKey(anyTID, kt);
+                }
+                uint8_t curKey = i >= maxStoredPrefixLength ? kt[level] : n->getPrefix()[i];
+                if (curKey != k[level]) {
+                    nonMatchingKey = curKey;
+                    if (n->getPrefixLength() > maxStoredPrefixLength) {
+                        if (i < maxStoredPrefixLength) {
+                            auto anyTID = N::getAnyChildTid(n, needRestart);
+                            if (needRestart) return CheckPrefixPessimisticResult::Match;
+                            loadKey(anyTID, kt);
+                        }
+                        memcpy(nonMatchingPrefix, &kt[0] + level + 1, std::min((n->getPrefixLength() - (level - prevLevel) - 1),
+                                                                           maxStoredPrefixLength));
+                    } else {
+                        memcpy(nonMatchingPrefix, n->getPrefix() + i + 1, n->getPrefixLength() - i - 1);
+                    }
+                    return CheckPrefixPessimisticResult::NoMatch;
+                }
+                ++level;
+            }
+        }
+        return CheckPrefixPessimisticResult::Match;
+    }
+
+    typename Tree::PCCompareResults Tree::checkPrefixCompare(const N *n, const Key &k, uint8_t fillKey, uint32_t &level,
+                                                        LoadKeyFunction loadKey, bool &needRestart) {
+        if (n->hasPrefix()) {
+            Key kt;
+            for (uint32_t i = 0; i < n->getPrefixLength(); ++i) {
+                if (i == maxStoredPrefixLength) {
+                    auto anyTID = N::getAnyChildTid(n, needRestart);
+                    if (needRestart) return PCCompareResults::Equal;
+                    loadKey(anyTID, kt);
+                }
+                uint8_t kLevel = (k.getKeyLen() > level) ? k[level] : fillKey;
+
+                uint8_t curKey = i >= maxStoredPrefixLength ? kt[level] : n->getPrefix()[i];
+                if (curKey < kLevel) {
+                    return PCCompareResults::Smaller;
+                } else if (curKey > kLevel) {
+                    return PCCompareResults::Bigger;
+                }
+                ++level;
+            }
+        }
+        return PCCompareResults::Equal;
+    }
+
+    typename Tree::PCEqualsResults Tree::checkPrefixEquals(const N *n, uint32_t &level, const Key &start, const Key &end,
+                                                      LoadKeyFunction loadKey, bool &needRestart) {
+        if (n->hasPrefix()) {
+            Key kt;
+            for (uint32_t i = 0; i < n->getPrefixLength(); ++i) {
+                if (i == maxStoredPrefixLength) {
+                    auto anyTID = N::getAnyChildTid(n, needRestart);
+                    if (needRestart) return PCEqualsResults::BothMatch;
+                    loadKey(anyTID, kt);
+                }
+                uint8_t startLevel = (start.getKeyLen() > level) ? start[level] : 0;
+                uint8_t endLevel = (end.getKeyLen() > level) ? end[level] : 255;
+
+                uint8_t curKey = i >= maxStoredPrefixLength ? kt[level] : n->getPrefix()[i];
+                if (curKey > startLevel && curKey < endLevel) {
+                    return PCEqualsResults::Contained;
+                } else if (curKey < startLevel || curKey > endLevel) {
+                    return PCEqualsResults::NoMatch;
+                }
+                ++level;
+            }
+        }
+        return PCEqualsResults::BothMatch;
+    }
+}
diff --git a/ART/Tree.h b/ART/Tree.h
new file mode 100644
index 00000000..ecd3c646
--- /dev/null
+++ b/ART/Tree.h
@@ -0,0 +1,83 @@
+#pragma once
+//
+// Created by florian on 18.11.15.
+//
+
+#ifndef ART_OPTIMISTICLOCK_COUPLING_N_H
+#define ART_OPTIMISTICLOCK_COUPLING_N_H
+#include "N.h"
+
+using namespace ART;
+
+namespace ART_OLC {
+
+    class Tree {
+    public:
+        using LoadKeyFunction = void (*)(TID tid, Key &key);
+
+    private:
+        N *const root;
+
+        TID checkKey(const TID tid, const Key &k) const;
+
+        LoadKeyFunction loadKey;
+
+        // Epoche epoche{256};
+
+    public:
+        enum class CheckPrefixResult : uint8_t {
+            Match,
+            NoMatch,
+            OptimisticMatch
+        };
+
+        enum class CheckPrefixPessimisticResult : uint8_t {
+            Match,
+            NoMatch,
+        };
+
+        enum class PCCompareResults : uint8_t {
+            Smaller,
+            Equal,
+            Bigger,
+        };
+        enum class PCEqualsResults : uint8_t {
+            BothMatch,
+            Contained,
+            NoMatch
+        };
+        static CheckPrefixResult checkPrefix(N* n, const Key &k, uint32_t &level);
+
+        static CheckPrefixPessimisticResult checkPrefixPessimistic(N *n, const Key &k, uint32_t &level,
+                                                                   uint8_t &nonMatchingKey,
+                                                                   Prefix &nonMatchingPrefix,
+                                                                   LoadKeyFunction loadKey, bool &needRestart);
+
+        static PCCompareResults checkPrefixCompare(const N* n, const Key &k, uint8_t fillKey, uint32_t &level, LoadKeyFunction loadKey, bool &needRestart);
+
+        static PCEqualsResults checkPrefixEquals(const N* n, uint32_t &level, const Key &start, const Key &end, LoadKeyFunction loadKey, bool &needRestart);
+
+    public:
+
+        Tree();
+        Tree(LoadKeyFunction loadKey);
+
+        void setLoadKey(LoadKeyFunction f);
+
+        Tree(const Tree &) = delete;
+
+        Tree(Tree &&t) : root(t.root), loadKey(t.loadKey) { }
+
+        ~Tree();
+
+        TID lookup(const Key &k) const;
+
+        bool lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[], std::size_t resultLen,
+                         std::size_t &resultCount) const;
+
+        void insert(const Key &k, TID tid, bool* new_insert);
+
+        void remove(const Key &k, TID tid);
+    };
+}
+#endif //ART_OPTIMISTICLOCK_COUPLING_N_H
diff --git a/GNUmakefile.in b/GNUmakefile.in
index 4514cb35..6393e2ed 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -184,7 +184,9 @@ MASSTREE_OBJS = $(MASSTREEDIR)/kvio.o \
 	$(MASSTREEDIR)/checkpoint.o \
 	$(MASSTREEDIR)/string_slice.o
 
-STO_OBJS = $(OBJ)/Packer.o $(OBJ)/Transaction.o $(OBJ)/TRcu.o $(OBJ)/clp.o $(OBJ)/ContentionManager.o $(LIBOBJS)
+ART_OBJS = ART/Tree.o
+
+STO_OBJS = $(OBJ)/Packer.o $(OBJ)/Transaction.o $(OBJ)/TRcu.o $(OBJ)/clp.o $(OBJ)/ContentionManager.o $(LIBOBJS) $(ART_OBJS)
 INDEX_OBJS = $(STO_OBJS) $(MASSTREE_OBJS) $(OBJ)/DB_index.o
 STO_DEPS = $(STO_OBJS) $(MASSTREEDIR)/libjson.a
 INDEX_DEPS = $(INDEX_OBJS) $(MASSTREEDIR)/libjson.a
diff --git a/datatype/TART.hh b/datatype/TART.hh
index abfbac7a..ef2a969a 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -7,7 +7,7 @@
 #include "TWrapped.hh"
 #include "simple_str.hh"
 #include "print_value.hh"
-#include "ART.hh"
+#include "../ART/Tree.h"
 
 static const unsigned char* c_str(std::string s) {
     return (const unsigned char*) s.c_str();
@@ -15,43 +15,67 @@ static const unsigned char* c_str(std::string s) {
 
 class TART : public TObject {
 public:
-    typedef std::string Key;
+    typedef std::string TKey;
     typedef std::string key_type;
     typedef uintptr_t Value;
     typedef uintptr_t Value_type;
 
+    struct Element {
+        TKey key;
+        Value val;
+        TVersion vers;
+    };
+
+    static void loadKey(TID tid, Key &key) {
+        // Store the key of the tuple into the key vector
+        // Implementation is database specific
+        Element* e = (Element*) tid;
+        key.set(e->key.c_str(), e->key.size());
+    }
+
+    static Value loadValue(TID tid) {
+        Element* e = (Element*) tid;
+        return e->val;
+    }
+
+    static TVersion loadVers(TID tid) {
+        Element* e = (Element*) tid;
+        return e->vers;
+    }
+
+
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<Value>, TNonopaqueWrapped<Value>>::type wrapped_type;
 
     static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit;
 
     TART() {
-        art_tree_init(&root_.access());
+        root_.access().setLoadKey(TART::loadKey);
     }
 
-    std::pair<bool, Value> transGet(Key k) {
+    std::pair<bool, Value> transGet(TKey k) {
+        printf("get\n");
         auto item = Sto::item(this, k);
         if (item.has_write()) {
             auto val = item.template write_value<Value>();
             return {true, val};
         } else {
             std::pair<bool, Value> ret;
-            vers_.lock_exclusive();
-            art_leaf* leaf = art_search(&root_.access(), c_str(k), k.length());
-            Value val = 0;
-            if (leaf != NULL) {
-                val = (Value) leaf->value;
-                leaf->vers.observe_read(item);
+            Key key;
+            key.set(k.c_str(), k.size());
+            TID t = root_.access().lookup(key);
+            auto val = loadValue(t);
+            if (t != 0) {
+                loadVers(t).observe_read(item);
             } else {
                 vers_.observe_read(item);
             }
-            vers_.unlock_exclusive();
             ret = {true, val};
             return ret;
         }
     }
 
-    Value lookup(Key k) {
+    Value lookup(TKey k) {
         auto result = transGet(k);
         if (!result.first) {
             throw Transaction::Abort();
@@ -60,17 +84,18 @@ public:
         }
     }
 
-    void transPut(Key k, Value v) {
+    void transPut(TKey k, Value v) {
+        printf("put\n");
         auto item = Sto::item(this, k);
         item.add_write(v);
         item.clear_flags(deleted_bit);
     }
 
-    void insert(Key k, Value v) {
+    void insert(TKey k, Value v) {
         transPut(k, v);
     }
 
-    void erase(Key k) {
+    void erase(TKey k) {
         auto item = Sto::item(this, k);
         item.add_flags(deleted_bit);
         item.add_write(0);
@@ -80,30 +105,47 @@ public:
         return vers_.is_locked_here() || txn.try_lock(item, vers_);
     }
     bool check(TransItem& item, Transaction& txn) override {
-        Key key = item.template key<Key>();
-        art_leaf* s = art_search(&root_.access(), c_str(key), key.length());
-        if (s == NULL) {
+        TKey key = item.template key<TKey>();
+        Key kStr;
+        kStr.set(key.c_str(), key.size());
+        TID t = root_.access().lookup(kStr);
+        // art_leaf* s = art_search(&root_.access(), c_str(key), key.length());
+        if (t == 0) {
             return vers_.cp_check_version(txn, item);
         }
-        return s->vers.cp_check_version(txn, item);
+        return loadVers(t).cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
         Value val = item.template write_value<Value>();
-        Key key = item.template key<Key>();
+        TKey key = item.template key<TKey>();
+        printf("Install\n");
 
-        if (item.has_flag(deleted_bit)) {
-            art_delete(&root_.access(), c_str(key), key.length());
+        // if (item.has_flag(deleted_bit)) {
+        //     art_delete(&root_.access(), c_str(key), key.length());
+        //     txn.set_version(vers_);
+        // } else {
+        Element* e = new Element();
+        e->key = key;
+        e->val = val;
+        Key kStr;
+        kStr.set(key.c_str(), key.size());
+        auto ret = root_.access().lookup(kStr);
+        bool new_insert;
+        printf("a\n");
+        printf("%s\n", key.c_str());
+        root_.access().insert(kStr, (TID) e, &new_insert);
+        printf("b\n");
+        // art_leaf* s = art_insert(&root_.access(), c_str(key), key.length(), (void*) val, &new_insert);
+        if (new_insert) {
+            // vers_.lock_exclusive();
             txn.set_version(vers_);
-        } else {
-            bool new_insert;
-            art_leaf* s = art_insert(&root_.access(), c_str(key), key.length(), (void*) val, &new_insert);
-            if (new_insert) {
-                txn.set_version(vers_);
-            }
-            s->vers.lock_exclusive();
-            txn.set_version(s->vers);
-            s->vers.unlock_exclusive();
+            // vers_.unlock_exclusive();
         }
+        // inserted_node->vers.lock_exclusive();
+        // printf("2 %p\n", inserted_node->vers);
+        // txn.set_version(inserted_node->vers);
+        // inserted_node->vers.unlock_exclusive();
+        // }
     }
     void unlock(TransItem& item) override {
         if (vers_.is_locked_here()) {
@@ -120,5 +162,5 @@ public:
     }
 protected:
     Version_type vers_;
-    TOpaqueWrapped<art_tree> root_;
+    TOpaqueWrapped<ART_OLC::Tree> root_;
 };
diff --git a/datatype/art/art.hh b/datatype/art/art.hh
deleted file mode 100644
index 4f5069c8..00000000
--- a/datatype/art/art.hh
+++ /dev/null
@@ -1,31 +0,0 @@
-#include "node.hh"
-
-class ART {
-public:
-    std::atomic<Element*> root;
-
-    ART() {
-        root.store(new Node4());
-    }
-
-    std::pair<void*, bool> get(std::vector<uint8_t> key) {
-        auto n = (Node*) root.load();
-        auto ret = n->searchOpt(key, 0, nullptr, 0);
-        auto value = std::get<0>(ret);
-        auto ex = std::get<1>(ret);
-        auto ok = std::get<2>(ret);
-        if (ok) {
-            return {value, ex};
-        }
-    }
-
-    void put(std::vector<uint8_t> key, Value value) {
-        while (true) {
-            auto n = (Node*) root.load();
-            printf("try\n");
-            if (n->insertOpt(key, value, 0, nullptr, 0, root)) {
-                return;
-            }
-        }
-    }
-};
diff --git a/datatype/art/main.cc b/datatype/art/main.cc
deleted file mode 100644
index 1e46d7fa..00000000
--- a/datatype/art/main.cc
+++ /dev/null
@@ -1,26 +0,0 @@
-#include "art.hh"
-
-int main() {
-    ART a;
-    std::vector<uint8_t> key1 {1, 2, 3, 4};
-    std::vector<uint8_t> key2 {1, 2, 3, 5, 7};
-
-    uintptr_t val1 = 123;
-    uintptr_t val2 = 321;
-
-    a.put(key1, (void*) val1);
-    a.put(key2, (void*) val2);
-    auto n = (Node4*) a.root.load();
-    auto secondChild = (Leaf*) n->children[1].load();
-    printf("secondchild: %p\n", secondChild);
-    printf("secondchild: %d\n", secondChild->value);
-    // printf("%d\n", n->prefixLen);
-    // auto firstChild = (Leaf*) n->firstChild();
-    // printf("%lu\n", firstChild->value);
-
-    auto x = a.get(key1);
-    auto y = a.get(key2);
-
-    printf("%lu %lu\n", x.first, y.first);
-    // printf("%lu %lu\n", (uintptr_t) x.first, (uintptr_t) x.second);
-}
diff --git a/datatype/art/node.cc b/datatype/art/node.cc
deleted file mode 100644
index fd03f15a..00000000
--- a/datatype/art/node.cc
+++ /dev/null
@@ -1,237 +0,0 @@
-#include "node.hh"
-
-void copyNode(Node* newNode, Node* n) {
-    newNode->numChildren = n->numChildren;
-    newNode->prefixLen = n->prefixLen;
-    memcpy(newNode->prefix, n->prefix, maxPrefixLen*sizeof(n->prefix[0]));
-    newNode->prefixLeaf.store(n->prefixLeaf);
-}
-
-void Node4::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
-    Node16* newNode = new Node16();
-    memcpy(newNode->keys, keys, 4*sizeof(keys[0]));
-    memcpy(newNode->children, children, 5*sizeof(children[0]));
-    copyNode(newNode, this);
-    newNode->insertChild(key, child);
-    nodeLoc.store(newNode);
-}
-
-void Node16::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
-    Node48* newNode = new Node48();
-    memcpy(newNode->children, children, 16*sizeof(children[0]));
-    newNode->slots = node48GrowSlots;
-    for (int i = 0; i < 16; i++) {
-        newNode->index[(uint8_t) keys[i]] = i + 1;
-    }
-    copyNode(newNode, this);
-    newNode->insertChild(key, child);
-    nodeLoc.store(newNode);
-}
-
-void Node48::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
-    Node256* newNode = new Node256();
-    for (int i = 0; i < 48; i++) {
-        auto idx = index[i];
-        if (idx > 0) {
-            newNode->children[i] = children[idx-1].load();
-        }
-    }
-    copyNode(newNode, this);
-    newNode->insertChild(key, child);
-    nodeLoc.store(newNode);
-}
-
-void Node256::expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) {
-    insertChild(key, child);
-}
-
-void Leaf::updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<Element*>& nodeLoc) {
-    if (match(key)) {
-        this->value = value;
-        return;
-    }
-
-    unsigned i;
-    unsigned prefixLen = std::min(this->key.size(), key.size());
-    Node4* newNode = new Node4();
-    for (i = depth; i < prefixLen; i++) {
-        if (this->key[i] != key[i]) {
-            break;
-        }
-    }
-    newNode->prefixLen = i-depth;
-    auto s = slice(key, depth, i);
-    memcpy(newNode->prefix, s.data(), std::min((int) (s.size()), maxPrefixLen));
-    if (i == this->key.size()) {
-        newNode->prefixLeaf = this;
-    } else {
-        newNode->insertChild(this->key[i], this);
-    }
-    if (i == key.size()) {
-        newNode->prefixLeaf = new Leaf(key, value);
-    } else {
-        newNode->insertChild(key[i], new Leaf(key, value));
-    }
-    nodeLoc.store(newNode);
-}
-
-void Node::updatePrefixLeaf(std::vector<uint8_t> key, Value value) {
-    Leaf* l = this->prefixLeaf;
-    if (!l) {
-        this->prefixLeaf.store(new Leaf(key, value));
-    } else {
-        l->value = value;
-    }
-}
-
-bool Node::shouldShrink(Node* parent) {
-    switch (type) {
-        case tNode4:
-            if (!parent) {
-                return false;
-            }
-            if (!prefixLeaf.load()) {
-                return numChildren <= 2;
-            } else {
-                return numChildren <= 1;
-            }
-        case tNode16:
-            return numChildren <= node16MinSize;
-        case tNode48:
-            return numChildren <= node48MinSize;
-        case tNode256:
-            return numChildren > 0 && numChildren <= node256MinSize;
-        default:
-            printf("Pls no\n");
-            return false;
-    }
-}
-
-bool Node4::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
-    if (prefixLeaf != nullptr) {
-        nodeLoc.store(prefixLeaf);
-        return true;
-    }
-
-    for (int i = 0; i < numChildren; i++) {
-        if (keys[i] != key) {
-            return compressChild(i, nodeLoc);
-        }
-    }
-
-    return false; // unreachable
-}
-
-bool Node4::compressChild(int idx, std::atomic<Element*>& nodeLoc) {
-    Node* child = (Node*) children[idx].load();
-    if (child->type != tNodeLeaf) {
-        if (!child->lock()) {
-            return false;
-        }
-        int32_t prefixLen = this->prefixLen;
-        if (prefixLen < maxPrefixLen) {
-            prefix[prefixLen] = keys[idx];
-            prefixLen++;
-        }
-        if (prefixLen < maxPrefixLen) {
-            auto subPrefixLen = std::min(child->prefixLen, maxPrefixLen-prefixLen);
-            memcpy(prefix, child->prefix + subPrefixLen, maxPrefixLen - subPrefixLen);
-            prefixLen += subPrefixLen;
-        }
-
-        memcpy(child->prefix, prefix + std::min(prefixLen, maxPrefixLen), maxPrefixLen);
-        child->prefixLen += this->prefixLen + 1;
-        child->unlock();
-    }
-    nodeLoc.store(child);
-    return true;
-}
-
-bool Node16::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
-    Node4* newNode = new Node4();
-    int idx = 0;
-    for (int i = 0; i < numChildren; i++) {
-        if (keys[i] != key) {
-            newNode->keys[idx] = keys[i];
-            newNode->children[idx].store(children[i]);
-            idx++;
-        }
-    }
-    copyNode(newNode, this);
-    newNode->numChildren = node16MinSize - 1;
-    nodeLoc.store(newNode);
-    return true;
-}
-
-bool Node48::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
-    Node16* newNode = new Node16();
-    int idx = 0;
-    for (int i = 0; i < 256; i++) {
-        if (i != key && index[i] != 0) {
-            newNode->keys[idx] = i;
-            newNode->children[idx].store(children[index[i]-1]);
-            idx++;
-        }
-    }
-    copyNode(newNode, this);
-    newNode->numChildren = node48MinSize - 1;
-    nodeLoc.store(newNode);
-    return true;
-}
-
-bool Node256::removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc) {
-    Node48* newNode = new Node48();
-    for (int i = 0; i < 256; i++) {
-        if (i != key && children[i] != nullptr) {
-            auto pos = newNode->allocSlot();
-            newNode->index[i] = pos + 1;
-            newNode->children[pos].store(children[i]);
-        }
-    }
-    copyNode(newNode, this);
-    newNode->numChildren = node256MinSize - 1;
-    nodeLoc.store(newNode);
-    return true;
-}
-
-bool Node::shouldCompress(Node* parent) {
-    if (type == tNode4) {
-        return numChildren == 1 && !parent;
-    }
-    return false;
-}
-
-Node* Node::firstChild() {
-    switch (type) {
-    case tNode4: {
-        Node4* n4 = (Node4*) this;
-        return (Node*) n4->children[0].load();
-    }
-    case tNode16: {
-        Node16* n16 = (Node16*) this;
-        return (Node*) n16->children[0].load();
-    }
-    case tNode48: {
-        Node48* n48 = (Node48*) this;
-        for (int i = 0; i < 256; i++) {
-            auto pos = n48->index[i];
-            if (pos == 0) {
-                continue;
-            }
-            auto c = n48->children[pos-1].load();
-            if (c) {
-                return (Node*) c;
-            }
-        }
-    }
-    case tNode256: {
-        Node256* n256 = (Node256*) this;
-        for (int i = 0; i < 256; i++) {
-            auto c = n256->children[i].load();
-            if (c) {
-                return (Node*) c;
-            }
-        }
-    }
-    }
-}
diff --git a/datatype/art/node.hh b/datatype/art/node.hh
deleted file mode 100644
index 58056231..00000000
--- a/datatype/art/node.hh
+++ /dev/null
@@ -1,329 +0,0 @@
-#include <utility>
-#include <cmath>
-#include <vector>
-#include <thread>
-#include <atomic>
-#include <cstring>
-#include <algorithm>
-
-#define maxPrefixLen 8
-
-#define node16MinSize  4
-#define node48MinSize  13
-#define node256MinSize 38
-
-#define NSPIN 30
-
-typedef void* Value;
-
-enum NodeType {
-    tNode4,
-    tNode16,
-    tNode48,
-    tNode256,
-    tNodeLeaf,
-};
-
-static inline std::vector<uint8_t> slice(const std::vector<uint8_t>& v, int start=0, int end=-1) {
-    int oldlen = v.size();
-    int newlen;
-
-    if (end == -1 or end >= oldlen){
-        newlen = oldlen-start;
-    } else {
-        newlen = end-start;
-    }
-
-    std::vector<uint8_t> nv(newlen);
-
-    for (int i=0; i<newlen; i++) {
-        nv[i] = v[start+i];
-    }
-    return nv;
-}
-
-class Element {
-public:
-    NodeType type;
-
-    bool isLeaf() {
-        return type == tNodeLeaf;
-    }
-};
-
-class Leaf : public Element {
-public:
-    Value value; // maybe should be a T
-    std::vector<uint8_t> key;
-
-    Leaf(std::vector<uint8_t> k, Value v) {
-        type = tNodeLeaf;
-        key = k;
-        value = v;
-    }
-
-    void updateOrExpand(std::vector<uint8_t> key, Value value, int depth, std::atomic<Element*>& nodeLoc);
-
-    bool match(std::vector<uint8_t> k) {
-        if (key.size() != k.size()) {
-            return false;
-        }
-
-        for (unsigned i = 0; i < k.size(); i++) {
-            if (k[i] != key[i]) {
-                return false;
-            }
-        }
-
-        return true;
-    }
-};
-
-class Node : public Element {
-public:
-    NodeType type;
-    uint8_t numChildren;
-
-    std::atomic<uint64_t> v;
-
-    std::atomic<Leaf*> prefixLeaf;
-
-    int32_t prefixLen;
-    char prefix[maxPrefixLen];
-
-    std::tuple<int, std::vector<uint8_t>, bool> prefixMismatch(std::vector<uint8_t> key, int depth, Node* parent, uint64_t version, uint64_t parentVersion);
-    bool insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<Element*>& nodeLoc);
-    std::pair<std::vector<uint8_t>, bool> fullKey(uint64_t version);
-    void insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<Element*>& nodeLoc);
-    std::tuple<Value, bool, bool> searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion);
-    std::tuple<Element*, void*, int> findChild(char key);
-    int checkPrefix(std::vector<uint8_t> key, int depth);
-    bool shouldCompress(Node* parent);
-    bool shouldShrink(Node* parent);
-    void updatePrefixLeaf(std::vector<uint8_t> key, Value value);
-    Node* firstChild();
-
-    bool isFull() {
-        switch (type) {
-            case tNode4:
-                return numChildren == 4;
-            case tNode16:
-                return numChildren == 16;
-            case tNode48:
-                return numChildren == 48;
-            case tNode256:
-                return false;
-            case tNodeLeaf:
-                return true;
-        }
-    }
-
-    std::pair<uint64_t, bool> rLock() {
-        auto vers = waitUnlock();
-        if ((vers&1) == 1) {
-            return {0, false};
-        }
-        return {vers, true};
-    }
-
-    bool lockCheck(uint64_t version) {
-        if (!this) {
-            return true;
-        }
-        return rUnlock(version);
-    }
-
-    bool rUnlock(uint64_t version) {
-        if (!this) {
-            return true;
-        }
-        return version == v.load();
-    }
-
-    bool rUnlockWithNode(uint64_t version, Node* lockedNode) {
-        if (!this) {
-            return true;
-        }
-        if (version != v.load()) {
-            lockedNode->unlock();
-            return false;
-        }
-        return true;
-    }
-
-    bool upgradeToLock(uint64_t version) {
-        if (!this) {
-            return true;
-        }
-        return v.compare_exchange_weak(version, version+2);
-    }
-
-    bool upgradeToLockWithNode(uint64_t version, Node* lockedNode) {
-        if (!this) {
-            return true;
-        }
-        if (!v.compare_exchange_weak(version, version+2)) {
-            lockedNode->unlock();
-            return false;
-        }
-        return true;
-    }
-
-    bool lock() {
-        while (true) {
-            auto l = rLock(); // version, ok
-            if (!l.second) {
-                return false;
-            }
-            if (upgradeToLock(l.first)) {
-                break;
-            }
-        }
-
-        return true;
-    }
-
-    void unlock() {
-        if (!this) {
-            return;
-        }
-        v.fetch_add(2);
-    }
-
-    void unlockObsolete() {
-        if (!this) {
-            return;
-        }
-        v.fetch_add(3);
-    }
-
-    uint64_t waitUnlock() {
-        auto vers = v.load();
-        auto count = NSPIN;
-        while ((vers&2) == 2) {
-            if (count <= 0) {
-                std::this_thread::yield();
-                count = NSPIN;
-            }
-            count--;
-            vers = v.load();
-        }
-
-        return vers;
-    }
-
-    virtual void insertChild(char key, Element* child) = 0;
-    virtual void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) = 0;
-};
-
-class Node4 : public Node {
-public:
-    char keys[4];
-    std::atomic<Element*> children[5];
-
-    Node4() {
-        type = tNode4;
-    }
-
-    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
-    bool compressChild(int idx, std::atomic<Element*>& nodeLoc);
-    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
-    void insertChild(char key, Element* child) override {
-        int i;
-        for (i = 0; i < numChildren; i++) {
-            if (key < keys[i]) {
-                break;
-            }
-        }
-        memcpy(keys+i+1, keys+i, (3-i)*sizeof(keys[0]));
-        memcpy(children+i+1, children+i, (4-i)*sizeof(children[0]));
-        keys[i] = key;
-        children[i].store(child);
-        numChildren++;
-    }
-
-};
-
-class Node16 : public Node {
-public:
-    char keys[16];
-    std::atomic<Element*> children[16];
-
-    Node16() {
-        type = tNode16;
-    }
-
-    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
-    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
-
-    void insertChild(char key, Element* child) override {
-        int i;
-        for (i = 0; i < numChildren; i++) {
-            if (key < keys[i]) {
-                break;
-            }
-        }
-        memcpy(keys+i+1, keys+i, 15-i);
-        memcpy(children+i+1, children+i, 15-i);
-        keys[i] = key;
-        children[i].store(child);
-        numChildren++;
-    }
-};
-
-#define node48EmptySlots 0xffff000000000000
-#define node48GrowSlots  0xffffffff00000000
-
-static inline int bits_n(int64_t x) {
-    return (x != 0) ? std::ceil(std::log(x) / std::log(2)) : 1;
-}
-
-class Node48 : public Node {
-public:
-    int8_t index[256];
-    std::atomic<Element*> children[48];
-    uint64_t slots;
-
-    Node48() {
-        type = tNode48;
-        slots = node48EmptySlots;
-    }
-
-    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
-    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
-
-    int allocSlot() {
-        uint64_t idx = 48 - bits_n(~slots);
-        slots |= 1 << (48 - idx - 1);
-        return idx;
-    }
-
-    void freeSlot(int idx) {
-        slots &= ~(1 << (48 - idx - 1));
-    }
-
-    void insertChild(char key, Element* child) override {
-        auto pos = allocSlot();
-        children[pos] = child;
-        index[(uint8_t) key] = pos + 1;
-        numChildren++;
-    }
-};
-
-class Node256 : public Node {
-public:
-    std::atomic<Element*> children[256];
-
-    Node256() {
-        type = tNode256;
-    }
-
-    bool removeChildAndShrink(char key, std::atomic<Element*>& nodeLoc);
-    void expandInsert(char key, Element* child, std::atomic<Element*>& nodeLoc) override;
-
-    void insertChild(char key, Element* child) override {
-        children[(uint8_t) key] = child;
-        numChildren++;
-    }
-};
-
diff --git a/datatype/art/operation.cc b/datatype/art/operation.cc
deleted file mode 100644
index 6fbb2614..00000000
--- a/datatype/art/operation.cc
+++ /dev/null
@@ -1,345 +0,0 @@
-#include <cmath>
-
-#include "node.hh"
-
-int Node::checkPrefix(std::vector<uint8_t> key, int depth) {
-    printf("prefixLEN:: %d\n", prefixLen);
-    if (prefixLen == 0) {
-        printf("returning 0\n");
-        return 0;
-    }
-
-    auto l = std::min((int) key.size()-depth, std::min(prefixLen, maxPrefixLen));
-
-    int idx;
-    for (idx = 0; idx < l; idx++) {
-        if (prefix[idx] != key[depth+idx]) {
-            printf("depth: %d\n", depth);
-            return idx;
-        }
-    }
-    printf("Returned %d\n", idx);
-    return idx;
-}
-
-std::tuple<Element*, void*, int> Node::findChild(char key) {
-    switch (type) {
-        case tNode4: {
-            Node4* n4 = (Node4*) this;
-            for (int i = 0; i < n4->numChildren; i++) {
-                if (n4->keys[i] == key) {
-                    return {n4->children[i].load(), &n4->children[i], i};
-                }
-            }
-            break;
-        }
-        case tNode16: {
-            Node16* n16 = (Node16*) this;
-            for (int i = 0; i < n16->numChildren; i++) {
-                if (n16->keys[i] == key) {
-                    return {(Node*) n16->children[i].load(), &n16->children[i], i};
-                }
-            }
-            break;
-        }
-        case tNode48: {
-            Node48* n48 = (Node48*) this;
-            auto idx = n48->index[(uint8_t) key];
-            if (idx > 0) {
-                return {(Node*) n48->children[idx-1].load(), &n48->children[idx-1], key};
-            }
-            break;
-        }
-        case tNode256: {
-            Node256* n256 = (Node256*) this;
-            return {(Node*) n256->children[(uint8_t) key].load(), &n256->children[(uint8_t) key], key};
-            break;
-        }
-    }
-
-    return {0, 0, 0};
-}
-
-std::tuple<Value, bool, bool> Node::searchOpt(std::vector<uint8_t> key, int depth, Node* parent, uint64_t parentVersion) {
-    printf("searchOpt\n");
-    uint64_t version;
-    bool ok;
-
-    Node* n = this;
-
-RECUR:
-    auto l = n->rLock();
-    version = l.first;
-    ok = l.second;
-    if (!ok) {
-        printf("1\n");
-        return {nullptr, false, false};
-    }
-    if (!parent->rUnlock(parentVersion)) {
-        printf("2\n");
-        return {nullptr, false, false};
-    }
-
-    printf("hi\n");
-    if (n->checkPrefix(key, depth) != std::min(n->prefixLen, maxPrefixLen)) {
-        if (!n->rUnlock(version)) {
-            printf("3\n");
-            return {nullptr, false, false};
-        }
-        printf("4\n");
-        return {nullptr, false, false};
-    }
-
-    depth += n->prefixLen;
-
-    if (depth == key.size()) {
-        Leaf* l = n->prefixLeaf.load();
-        Value value;
-        bool ex;
-        if (l && l->match(key)) {
-            value = l->value;
-            ex = true;
-        }
-        if (!n->rUnlock(version)) {
-            printf("5\n");
-            return {nullptr, false, false};
-        }
-        printf("6\n");
-        return {value, ex, true};
-    }
-
-    if (depth > key.size()) {
-        printf("7\n");
-        return {nullptr, false, n->rUnlock(version)};
-    }
-
-    auto ret = n->findChild(key[depth]);
-    auto nextNode = std::get<0>(ret);
-    // printf("NEXT NODE %p\n", nextNode);
-    // printf("NEXT NODE TYPE %d\n", le->type);
-    if (!n->lockCheck(version)) {
-        printf("8\n");
-        return {nullptr, false, false};
-    }
-
-    if (!nextNode) {
-        if (!n->rUnlock(version)) {
-            printf("9\n");
-            return {nullptr, false, false};
-        }
-        printf("10\n");
-        return {nullptr, false, true};
-    }
-
-    // Leaf* le = (Leaf*) nextNode;
-    if (nextNode->type == tNodeLeaf) {
-        Leaf* l = (Leaf*) nextNode;
-        Value value;
-        bool ex;
-        if (l->match(key)) {
-            value = l->value;
-            ex = true;
-        }
-        if (!n->rUnlock(version)) {
-            printf("11\n");
-            return {nullptr, false, false};
-        }
-        printf("12\n");
-        return {value, ex, true};
-    }
-
-    depth += 1;
-    parent = n;
-    parentVersion = version;
-    n = (Node*) nextNode;
-    printf("recur\n");
-    goto RECUR;
-}
-
-void Node::insertSplitPrefix(std::vector<uint8_t> key, std::vector<uint8_t> fullKey, Value value, int depth, int prefixLen, std::atomic<Element*>& nodeLoc) {
-    Node4* newNode = new Node4();
-    depth += prefixLen;
-    if (key.size() == depth) {
-        newNode->prefixLeaf.store(new Leaf(key, value));
-    } else {
-        newNode->insertChild(key[depth], new Leaf(key, value));
-    }
-
-    newNode->prefixLen = prefixLen;
-    memcpy(newNode->prefix, this->prefix, std::min(maxPrefixLen, prefixLen));
-    if (this->prefixLen <= maxPrefixLen) {
-        newNode->insertChild(prefixLen, this);
-        prefixLen -= prefixLen + 1;
-        int len1 = std::min(maxPrefixLen, this->prefixLen);
-        int len2 = maxPrefixLen - (prefixLen + 1);
-        memcpy(this->prefix, this->prefix + prefixLen + 1, std::min(len1, len2));
-    } else {
-        newNode->insertChild(fullKey[depth+prefixLen], this);
-        prefixLen -= prefixLen + 1;
-        auto s = slice(fullKey, depth+prefixLen+1, fullKey.size());
-        int len1 = std::min(maxPrefixLen, this->prefixLen);
-        int len2 = fullKey.size() - (depth + prefixLen + 1);
-        memcpy(this->prefix, s.data(), std::min(len1, len2));
-    }
-    nodeLoc.store(newNode);
-}
-
-std::pair<std::vector<uint8_t>, bool> Node::fullKey(uint64_t version) {
-    Leaf* l = this->prefixLeaf.load();
-    if (l) {
-        if (!rUnlock(version)) {
-            return {std::vector<uint8_t>(), false};
-        }
-        return {l->key, true};
-    }
-
-    auto next = this->firstChild();
-    if (!this->lockCheck(version)) {
-        return {std::vector<uint8_t>(), false};
-    }
-
-    if (next->type == tNodeLeaf) {
-        Leaf* l = (Leaf*) next;
-        if (!rUnlock(version)) {
-            return {std::vector<uint8_t>(), false};
-        }
-        return {l->key, true};
-    }
-
-    auto ret = next->rLock();
-    if (!ret.second) {
-        return {std::vector<uint8_t>(), false};
-    }
-    return next->fullKey(ret.first);
-}
-
-std::tuple<int, std::vector<uint8_t>, bool> Node::prefixMismatch(std::vector<uint8_t> key, int depth, Node* parent, uint64_t version, uint64_t parentVersion) {
-    auto empty = std::vector<uint8_t>();
-    if (prefixLen <= maxPrefixLen) {
-        return {checkPrefix(key, depth), empty, true};
-    }
-
-    std::vector<uint8_t> fKey;
-    bool ok = false;
-    while (true) {
-        if (!lockCheck(version) || !parent->lockCheck(parentVersion)) {
-            return {0, empty, false};
-        }
-        if (ok) {
-            break;
-        }
-        auto ret = fullKey(version);
-        fKey = ret.first;
-        ok = ret.second;
-    }
-
-    int i = depth;
-    auto l = std::min((int) key.size(), depth+prefixLen);
-    for (; i < l; i++) {
-        if (key[i] != fKey[i]) {
-            break;
-        }
-    }
-    return {i - depth, fKey, true};
-}
-
-bool Node::insertOpt(std::vector<uint8_t> key, Value value, int depth, Node* parent, uint64_t parentVersion, std::atomic<Element*>& nodeLoc) {
-    uint64_t version;
-    Element* nextNode;
-    std::atomic<Element*> nextLoc;
-    Node* n = this;
-
-RECUR:
-    auto ret = n->rLock();
-    version = ret.first;
-    if (!ret.second) {
-        return false;
-    }
-
-    auto mismatch = n->prefixMismatch(key, depth, parent, version, parentVersion);
-    if (!std::get<2>(mismatch)) {
-        return false;
-    }
-
-    auto p = std::get<0>(mismatch);
-    auto fKey = std::get<1>(mismatch);
-
-    if (p != n->prefixLen) {
-        if (!parent->upgradeToLock(parentVersion)) {
-            return false;
-        }
-
-        if (!n->upgradeToLockWithNode(version, parent)) {
-            return false;
-        }
-        n->insertSplitPrefix(key, fKey, value, depth, p, nodeLoc);
-        n->unlock();
-        parent->unlock();
-        return true;
-    }
-    depth += n->prefixLen;
-    if (depth == key.size()) {
-        if (!n->upgradeToLock(version)) {
-            return false;
-        }
-        if (!parent->rUnlockWithNode(parentVersion, n)) {
-            return false;
-        }
-        n->updatePrefixLeaf(key, value);
-        n->unlock();
-        return true;
-    }
-
-    auto child = n->findChild(key[depth]);
-    if (!n->lockCheck(version)) {
-        return false;
-    }
-
-    nextNode = std::get<0>(child);
-    nextLoc = (Element*) std::get<1>(child);
-
-    if (!nextNode) {
-        if (n->isFull()) {
-            if (!parent->upgradeToLock(parentVersion)) {
-                return false;
-            }
-            if (!n->upgradeToLockWithNode(version, parent)) {
-                return false;
-            }
-            n->expandInsert(key[depth], new Leaf(key, value), nodeLoc);
-            n->unlockObsolete();
-            parent->unlock();
-        } else {
-            if (!n->upgradeToLock(version)) {
-                return false;
-            }
-            if (!parent->rUnlockWithNode(parentVersion, n)) {
-                return false;
-            }
-            n->insertChild(key[depth], new Leaf(key, value));
-            n->unlock();
-        }
-        return true;
-    }
-
-    if (!parent->rUnlock(parentVersion)) {
-        return false;
-    }
-    
-    if (nextNode->type == tNodeLeaf) {
-        if (!n->upgradeToLock(version)) {
-            return false;
-        }
-        auto l = (Leaf*) nextNode;
-        l->updateOrExpand(key, value, depth+1, nextLoc);
-        n->unlock();
-        return true;
-    }
-
-    depth += 1;
-    parent = n;
-    parentVersion = version;
-    nodeLoc.store(nextLoc);
-    n = (Node*) nextNode;
-    goto RECUR;
-}
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index f95ab15b..ae202403 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -267,18 +267,19 @@ void testPerNodeV() {
 int main() {
     aTART = TART();
 
+    printf("Starting tests\n");
+    // testSimple();
     testReadWrite();
-    testReadRead();
-
-    testSimple();
-    testErase();
-    multiWrite();
-    CleanATART();
-    ThreadWrites1();
-    CleanATART();
-    ABA();
-    CleanATART();
-    testPerNodeV();
+    // testReadRead();
+    //
+    // testErase();
+    // multiWrite();
+    // CleanATART();
+    // ThreadWrites1();
+    // CleanATART();
+    // ABA();
+    // CleanATART();
+    // testPerNodeV();
 
     printf("TART tests pass\n");
 

From 380b26a8691c391d6c320289d19a7b4e8d39041d Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 26 Jun 2018 08:20:51 -0700
Subject: [PATCH 026/116] Not working per node locking

---
 ART/Key.h         |  1 -
 datatype/TART.hh  | 58 +++++++++++++++++++++++++++++------------------
 test/unit-tart.cc | 22 +++++++++---------
 3 files changed, 47 insertions(+), 34 deletions(-)

diff --git a/ART/Key.h b/ART/Key.h
index 1e1dd81f..a7222520 100644
--- a/ART/Key.h
+++ b/ART/Key.h
@@ -49,7 +49,6 @@ class Key {
 
 
 inline uint8_t &Key::operator[](std::size_t i) {
-    printf("%lu %u\n", i, len);
     assert(i < len);
     return data[i];
 }
diff --git a/datatype/TART.hh b/datatype/TART.hh
index ef2a969a..77b24bdd 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -102,13 +102,22 @@ public:
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        return vers_.is_locked_here() || txn.try_lock(item, vers_);
+        // return vers_.is_locked_here() || txn.try_lock(item, vers_);
+        TKey key = item.template key<TKey>();
+        Key art_key;
+        art_key.set(key.c_str(), key.size());
+        Element* e = (Element*) root_.access().lookup(art_key);
+        if (e == 0) {
+            return vers_.is_locked_here() || txn.try_lock(item, vers_);
+        } else {
+            return e->vers.is_locked_here() || txn.try_lock(item, e->vers);
+        }
     }
     bool check(TransItem& item, Transaction& txn) override {
         TKey key = item.template key<TKey>();
-        Key kStr;
-        kStr.set(key.c_str(), key.size());
-        TID t = root_.access().lookup(kStr);
+        Key art_key;
+        art_key.set(key.c_str(), key.size());
+        TID t = root_.access().lookup(art_key);
         // art_leaf* s = art_search(&root_.access(), c_str(key), key.length());
         if (t == 0) {
             return vers_.cp_check_version(txn, item);
@@ -124,32 +133,37 @@ public:
         //     art_delete(&root_.access(), c_str(key), key.length());
         //     txn.set_version(vers_);
         // } else {
-        Element* e = new Element();
-        e->key = key;
-        e->val = val;
-        Key kStr;
-        kStr.set(key.c_str(), key.size());
-        auto ret = root_.access().lookup(kStr);
+        Key art_key;
+        art_key.set(key.c_str(), key.size());
+        Element* ret = (Element*) root_.access().lookup(art_key);
         bool new_insert;
-        printf("a\n");
-        printf("%s\n", key.c_str());
-        root_.access().insert(kStr, (TID) e, &new_insert);
-        printf("b\n");
         // art_leaf* s = art_insert(&root_.access(), c_str(key), key.length(), (void*) val, &new_insert);
-        if (new_insert) {
+        if (ret == 0) {
+            Element* e = new Element();
+            e->key = key;
+            e->val = val;
+            root_.access().insert(art_key, (TID) e, &new_insert);
             // vers_.lock_exclusive();
             txn.set_version(vers_);
             // vers_.unlock_exclusive();
+        } else {
+            ret->val = val;
+            ret->vers.lock_exclusive();
+            txn.set_version_unlock(ret->vers, item);
+            ret->vers.unlock_exclusive();
         }
-        // inserted_node->vers.lock_exclusive();
-        // printf("2 %p\n", inserted_node->vers);
-        // txn.set_version(inserted_node->vers);
-        // inserted_node->vers.unlock_exclusive();
-        // }
     }
     void unlock(TransItem& item) override {
-        if (vers_.is_locked_here()) {
-            vers_.cp_unlock(item);
+        TKey key = item.template key<TKey>();
+        Key art_key;
+        art_key.set(key.c_str(), key.size());
+        Element* e = (Element*) root_.access().lookup(art_key);
+        if (e == 0) {
+            if (vers_.is_locked_here()) {
+                vers_.cp_unlock(item);
+            }
+        } else {
+            e->vers.unlock_exclusive();
         }
     }
     void print(std::ostream& w, const TransItem& item) const override {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index ae202403..613cf219 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -268,18 +268,18 @@ int main() {
     aTART = TART();
 
     printf("Starting tests\n");
-    // testSimple();
+    testSimple();
     testReadWrite();
-    // testReadRead();
-    //
-    // testErase();
-    // multiWrite();
-    // CleanATART();
-    // ThreadWrites1();
-    // CleanATART();
-    // ABA();
-    // CleanATART();
-    // testPerNodeV();
+    testReadRead();
+
+    testErase();
+    multiWrite();
+    CleanATART();
+    ThreadWrites1();
+    CleanATART();
+    ABA();
+    CleanATART();
+    testPerNodeV();
 
     printf("TART tests pass\n");
 

From 987e724c2485c1f99823f2fc130c06a2338c0b5c Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 26 Jun 2018 08:25:45 -0700
Subject: [PATCH 027/116] Add big lock back

---
 datatype/TART.hh | 28 ++++------------------------
 1 file changed, 4 insertions(+), 24 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 77b24bdd..79a553ba 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -54,7 +54,6 @@ public:
     }
 
     std::pair<bool, Value> transGet(TKey k) {
-        printf("get\n");
         auto item = Sto::item(this, k);
         if (item.has_write()) {
             auto val = item.template write_value<Value>();
@@ -85,7 +84,6 @@ public:
     }
 
     void transPut(TKey k, Value v) {
-        printf("put\n");
         auto item = Sto::item(this, k);
         item.add_write(v);
         item.clear_flags(deleted_bit);
@@ -102,16 +100,7 @@ public:
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        // return vers_.is_locked_here() || txn.try_lock(item, vers_);
-        TKey key = item.template key<TKey>();
-        Key art_key;
-        art_key.set(key.c_str(), key.size());
-        Element* e = (Element*) root_.access().lookup(art_key);
-        if (e == 0) {
-            return vers_.is_locked_here() || txn.try_lock(item, vers_);
-        } else {
-            return e->vers.is_locked_here() || txn.try_lock(item, e->vers);
-        }
+        return vers_.is_locked_here() || txn.try_lock(item, vers_);
     }
     bool check(TransItem& item, Transaction& txn) override {
         TKey key = item.template key<TKey>();
@@ -127,7 +116,6 @@ public:
     void install(TransItem& item, Transaction& txn) override {
         Value val = item.template write_value<Value>();
         TKey key = item.template key<TKey>();
-        printf("Install\n");
 
         // if (item.has_flag(deleted_bit)) {
         //     art_delete(&root_.access(), c_str(key), key.length());
@@ -149,21 +137,13 @@ public:
         } else {
             ret->val = val;
             ret->vers.lock_exclusive();
-            txn.set_version_unlock(ret->vers, item);
+            txn.set_version(ret->vers);
             ret->vers.unlock_exclusive();
         }
     }
     void unlock(TransItem& item) override {
-        TKey key = item.template key<TKey>();
-        Key art_key;
-        art_key.set(key.c_str(), key.size());
-        Element* e = (Element*) root_.access().lookup(art_key);
-        if (e == 0) {
-            if (vers_.is_locked_here()) {
-                vers_.cp_unlock(item);
-            }
-        } else {
-            e->vers.unlock_exclusive();
+        if (vers_.is_locked_here()) {
+            vers_.cp_unlock(item);
         }
     }
     void print(std::ostream& w, const TransItem& item) const override {

From c84787bea418e2b039a7b778f55d9755d26b67a7 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 26 Jun 2018 12:27:02 -0700
Subject: [PATCH 028/116] Use key-vals for keys

---
 ART/Tree.cpp     |   6 +-
 datatype/TART.hh | 175 ++++++++++++++++++++++++++++-------------------
 2 files changed, 106 insertions(+), 75 deletions(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index a28499de..ee77e3a0 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -389,7 +389,7 @@ namespace ART_OLC {
                                     node->getPrefixLength() - ((nextLevel - level) + 1));
 
                     node->writeUnlock();
-                    *new_insert = true;
+                    if (new_insert) *new_insert = true;
                     return;
                 }
                 case CheckPrefixPessimisticResult::Match:
@@ -404,7 +404,7 @@ namespace ART_OLC {
             if (nextNode == nullptr) {
                 N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
                 if (needRestart) goto restart;
-                *new_insert = true;
+                if (new_insert) *new_insert = true;
                 return;
             }
 
@@ -431,7 +431,7 @@ namespace ART_OLC {
                 n4->insert(key[level + prefixLength], nextNode);
                 N::change(node, k[level - 1], n4);
                 node->writeUnlock();
-                *new_insert = false;
+                if (new_insert) *new_insert = false;
                 return;
             }
             level++;
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 79a553ba..48d01719 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -9,31 +9,24 @@
 #include "print_value.hh"
 #include "../ART/Tree.h"
 
-static const unsigned char* c_str(std::string s) {
-    return (const unsigned char*) s.c_str();
-}
-
 class TART : public TObject {
 public:
     typedef std::string TKey;
-    typedef std::string key_type;
-    typedef uintptr_t Value;
-    typedef uintptr_t Value_type;
+    typedef uintptr_t TVal;
 
     struct Element {
         TKey key;
-        Value val;
+        TVal val;
         TVersion vers;
+        Element* next;
     };
 
     static void loadKey(TID tid, Key &key) {
-        // Store the key of the tuple into the key vector
-        // Implementation is database specific
         Element* e = (Element*) tid;
         key.set(e->key.c_str(), e->key.size());
     }
 
-    static Value loadValue(TID tid) {
+    static TVal loadValue(TID tid) {
         Element* e = (Element*) tid;
         return e->val;
     }
@@ -43,107 +36,144 @@ public:
         return e->vers;
     }
 
-
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
-    typedef typename std::conditional<true, TWrapped<Value>, TNonopaqueWrapped<Value>>::type wrapped_type;
+    typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
     static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit;
+    static constexpr TransItem::flags_type absent_bit = TransItem::user0_bit<<1;
 
     TART() {
         root_.access().setLoadKey(TART::loadKey);
     }
 
-    std::pair<bool, Value> transGet(TKey k) {
-        auto item = Sto::item(this, k);
+    TVal transGet(TKey k) {
+        printf("get\n");
+        Key key;
+        key.set(k.c_str(), k.size());
+        Element* e = (Element*) root_.access().lookup(key);
+        auto item = Sto::item(this, e);
         if (item.has_write()) {
-            auto val = item.template write_value<Value>();
-            return {true, val};
+            TVal v = item.template write_value<TVal>();
+            return v;
         } else {
-            std::pair<bool, Value> ret;
-            Key key;
-            key.set(k.c_str(), k.size());
-            TID t = root_.access().lookup(key);
-            auto val = loadValue(t);
-            if (t != 0) {
-                loadVers(t).observe_read(item);
+            if (e) {
+                e->vers.observe_read(item);
+                printf("got %d\n", e->val);
+                return e->val;
             } else {
-                vers_.observe_read(item);
+                absent_vers_.observe_read(item);
+                item.add_flags(absent_bit);
+                printf("e is null");
+                return 0;
             }
-            ret = {true, val};
-            return ret;
         }
     }
 
-    Value lookup(TKey k) {
-        auto result = transGet(k);
-        if (!result.first) {
-            throw Transaction::Abort();
-        } else {
-            return result.second;
-        }
+    TVal lookup(TKey k) {
+        return transGet(k);
     }
 
-    void transPut(TKey k, Value v) {
-        auto item = Sto::item(this, k);
+    void transPut(TKey k, TVal v) {
+        printf("put\n");
+        Element* next = head;
+        bool found;
+        while (next) {
+            if (next->key.compare(k) == 0) {
+                auto item = Sto::item(this, next);
+                item.add_write(v);
+                item.clear_flags(deleted_bit);
+                next->val = v;
+                return;
+            }
+            next = next->next;
+        }
+        Element* e = new Element();
+        e->key = k;
+        e->val = v;
+        auto item = Sto::item(this, e);
+
+        e->next = head;
+        head = e;
         item.add_write(v);
         item.clear_flags(deleted_bit);
     }
 
-    void insert(TKey k, Value v) {
+    void insert(TKey k, TVal v) {
         transPut(k, v);
     }
 
     void erase(TKey k) {
-        auto item = Sto::item(this, k);
-        item.add_flags(deleted_bit);
-        item.add_write(0);
+        printf("erase\n");
+        Element* next = head;
+        bool found;
+        while (next) {
+            if (next->key.compare(k) == 0) {
+                auto item = Sto::item(this, next);
+                item.add_write(0);
+                item.add_flags(deleted_bit);
+                next->val = 0;
+                return;
+            }
+            next = next->next;
+        }
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        return vers_.is_locked_here() || txn.try_lock(item, vers_);
+        printf("lock\n");
+        Element* e = item.template key<Element*>();
+        if (e == nullptr) {
+            return absent_vers_.is_locked_here() || txn.try_lock(item, absent_vers_);
+        } else {
+            return txn.try_lock(item, e->vers);
+        }
     }
     bool check(TransItem& item, Transaction& txn) override {
-        TKey key = item.template key<TKey>();
-        Key art_key;
-        art_key.set(key.c_str(), key.size());
-        TID t = root_.access().lookup(art_key);
-        // art_leaf* s = art_search(&root_.access(), c_str(key), key.length());
-        if (t == 0) {
-            return vers_.cp_check_version(txn, item);
+        printf("check\n");
+        Element* e = item.template key<Element*>();
+        if (e == nullptr) {
+            if (item.has_read()) {
+                return false;
+            }
+            return absent_vers_.cp_check_version(txn, item);
         }
-        return loadVers(t).cp_check_version(txn, item);
+        if (item.has_flag(absent_bit)) {
+            return false;
+        }
+        return e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        Value val = item.template write_value<Value>();
-        TKey key = item.template key<TKey>();
+        printf("install\n");
+        Element* e = item.template key<Element*>();
 
         // if (item.has_flag(deleted_bit)) {
         //     art_delete(&root_.access(), c_str(key), key.length());
         //     txn.set_version(vers_);
         // } else {
-        Key art_key;
-        art_key.set(key.c_str(), key.size());
-        Element* ret = (Element*) root_.access().lookup(art_key);
-        bool new_insert;
-        // art_leaf* s = art_insert(&root_.access(), c_str(key), key.length(), (void*) val, &new_insert);
-        if (ret == 0) {
-            Element* e = new Element();
-            e->key = key;
-            e->val = val;
-            root_.access().insert(art_key, (TID) e, &new_insert);
-            // vers_.lock_exclusive();
-            txn.set_version(vers_);
-            // vers_.unlock_exclusive();
-        } else {
-            ret->val = val;
-            ret->vers.lock_exclusive();
-            txn.set_version(ret->vers);
-            ret->vers.unlock_exclusive();
+        if (e) {
+            Key art_key;
+            art_key.set(e->key.c_str(), e->key.size());
+            Element* ret = (Element*) root_.access().lookup(art_key);
+            if (ret == 0) {
+                root_.access().insert(art_key, (TID) e, nullptr);
+                // vers_.lock_exclusive();
+                // vers_.unlock_exclusive();
+            } else {
+                // update
+                ret->val = e->val;
+                txn.set_version_unlock(ret->vers, item);
+            }
         }
     }
     void unlock(TransItem& item) override {
-        if (vers_.is_locked_here()) {
-            vers_.cp_unlock(item);
+        printf("unlock\n");
+        Element* e = item.template key<Element*>();
+        if (e == 0) {
+            if (absent_vers_.is_locked_here()) {
+                Sto::transaction()->set_version(absent_vers_);
+                absent_vers_.cp_unlock(item);
+            }
+        } else {
+            e->vers.cp_unlock(item);
         }
     }
     void print(std::ostream& w, const TransItem& item) const override {
@@ -155,6 +185,7 @@ public:
         w << "}";
     }
 protected:
-    Version_type vers_;
+    Version_type absent_vers_;
     TOpaqueWrapped<ART_OLC::Tree> root_;
+    Element* head;
 };

From 186fb56509fb4810e1a21b9b5bee8c883d5bb761 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 26 Jun 2018 13:12:22 -0700
Subject: [PATCH 029/116] Per node locks

---
 datatype/TART.hh | 84 ++++++++++++++++++++++++++++++++++--------------
 1 file changed, 59 insertions(+), 25 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 48d01719..799d8712 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -47,25 +47,31 @@ public:
     }
 
     TVal transGet(TKey k) {
-        printf("get\n");
+        // printf("get\n");
+        auto headItem = Sto::item(this, -1);
+        Element* next = nullptr;
+        if (headItem.has_write()) {
+            next = headItem.template write_value<Element*>();
+        }
+        bool found;
+        while (next) {
+            if (next->key.compare(k) == 0) {
+                return next->val;
+            }
+            next = next->next;
+        }
         Key key;
         key.set(k.c_str(), k.size());
         Element* e = (Element*) root_.access().lookup(key);
         auto item = Sto::item(this, e);
-        if (item.has_write()) {
-            TVal v = item.template write_value<TVal>();
-            return v;
+        if (e) {
+            e->vers.observe_read(item);
+            // printf("got %d\n", e->val);
+            return e->val;
         } else {
-            if (e) {
-                e->vers.observe_read(item);
-                printf("got %d\n", e->val);
-                return e->val;
-            } else {
-                absent_vers_.observe_read(item);
-                item.add_flags(absent_bit);
-                printf("e is null");
-                return 0;
-            }
+            absent_vers_.observe_read(item);
+            item.add_flags(absent_bit);
+            return 0;
         }
     }
 
@@ -74,8 +80,12 @@ public:
     }
 
     void transPut(TKey k, TVal v) {
-        printf("put\n");
-        Element* next = head;
+        // printf("put\n");
+        auto headItem = Sto::item(this, -1);
+        Element* next = nullptr;
+        if (headItem.has_write()) {
+            next = headItem.template write_value<Element*>();
+        }
         bool found;
         while (next) {
             if (next->key.compare(k) == 0) {
@@ -92,8 +102,12 @@ public:
         e->val = v;
         auto item = Sto::item(this, e);
 
-        e->next = head;
-        head = e;
+        if (headItem.has_write()) {
+            e->next = headItem.template write_value<Element*>();
+        } else {
+            e->next = nullptr;
+        }
+        headItem.add_write(e);
         item.add_write(v);
         item.clear_flags(deleted_bit);
     }
@@ -103,8 +117,12 @@ public:
     }
 
     void erase(TKey k) {
-        printf("erase\n");
-        Element* next = head;
+        // printf("erase\n");
+        auto headItem = Sto::item(this, -1);
+        Element* next = nullptr;
+        if (headItem.has_write()) {
+            next = headItem.template write_value<Element*>();
+        }
         bool found;
         while (next) {
             if (next->key.compare(k) == 0) {
@@ -116,11 +134,25 @@ public:
             }
             next = next->next;
         }
+        Element* e = new Element();
+        e->key = k;
+        e->val = 0;
+        auto item = Sto::item(this, e);
+
+        if (headItem.has_write()) {
+            e->next = headItem.template write_value<Element*>();
+        } else {
+            e->next = nullptr;
+        }
+        headItem.add_write(e);
+        item.add_write(0);
+        item.add_flags(deleted_bit);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        printf("lock\n");
+        // printf("lock\n");
         Element* e = item.template key<Element*>();
+        if ((long) e == 0xffffffff) { return true; }
         if (e == nullptr) {
             return absent_vers_.is_locked_here() || txn.try_lock(item, absent_vers_);
         } else {
@@ -128,8 +160,9 @@ public:
         }
     }
     bool check(TransItem& item, Transaction& txn) override {
-        printf("check\n");
+        // printf("check\n");
         Element* e = item.template key<Element*>();
+        if ((long) e == 0xffffffff) { return true; }
         if (e == nullptr) {
             if (item.has_read()) {
                 return false;
@@ -142,13 +175,14 @@ public:
         return e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        printf("install\n");
+        // printf("install\n");
         Element* e = item.template key<Element*>();
 
         // if (item.has_flag(deleted_bit)) {
         //     art_delete(&root_.access(), c_str(key), key.length());
         //     txn.set_version(vers_);
         // } else {
+        if ((long) e == 0xffffffff) { return; }
         if (e) {
             Key art_key;
             art_key.set(e->key.c_str(), e->key.size());
@@ -165,8 +199,9 @@ public:
         }
     }
     void unlock(TransItem& item) override {
-        printf("unlock\n");
+        // printf("unlock\n");
         Element* e = item.template key<Element*>();
+        if ((long) e == 0xffffffff) { return; }
         if (e == 0) {
             if (absent_vers_.is_locked_here()) {
                 Sto::transaction()->set_version(absent_vers_);
@@ -187,5 +222,4 @@ public:
 protected:
     Version_type absent_vers_;
     TOpaqueWrapped<ART_OLC::Tree> root_;
-    Element* head;
 };

From 07af92e078590a01ccd9a02bfaf77e24573d477c Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 26 Jun 2018 21:29:28 -0300
Subject: [PATCH 030/116] New tests on keykey-val, many of them fail

---
 datatype/TART.hh  |   3 +-
 test/unit-tart.cc | 511 ++++++++++++++++++++++++++++++++++++++--------
 2 files changed, 429 insertions(+), 85 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 799d8712..16d92f72 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -160,7 +160,7 @@ public:
         }
     }
     bool check(TransItem& item, Transaction& txn) override {
-        // printf("check\n");
+        printf("check\n");
         Element* e = item.template key<Element*>();
         if ((long) e == 0xffffffff) { return true; }
         if (e == nullptr) {
@@ -204,6 +204,7 @@ public:
         if ((long) e == 0xffffffff) { return; }
         if (e == 0) {
             if (absent_vers_.is_locked_here()) {
+                printf("UPDATED ABSENT\n");
                 Sto::transaction()->set_version(absent_vers_);
                 absent_vers_.cp_unlock(item);
             }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 613cf219..4007d334 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -8,10 +8,76 @@
 #include "TART.hh"
 #include "Transaction.hh"
 #include <unistd.h>
-#include "unit-tart-threads.hh"
 
 #define GUARDED if (TransactionGuard tguard{})
 
+// TODO these cause simple 2 to fail
+// std::string absentkey1 = "he";
+// std::string absentkey2 = "hello";
+
+std::string absentkey1 = "hello";
+std::string absentkey2 = "1234";
+
+void NoChecks() {
+    TART aTART;
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey1, 10);
+    }
+
+    {
+        TransactionGuard t;
+        aTART.erase(absentkey1);
+    }
+
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey1, 10);
+        aTART.lookup(absentkey1);
+        aTART.erase(absentkey1);
+    }
+        // Insert check print statement, no check should occur
+
+}
+
+void Checks() {
+    TART aTART;
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey1, 10);
+    }
+    printf("1. ");
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        if(x == 0) {
+            printf("wtf\n");
+        }
+    }
+    printf("\n2.");
+    {
+        TransactionGuard t;
+        aTART.lookup(absentkey1);
+        aTART.insert(absentkey2, 12);
+    }
+    printf("\n3.");
+    {
+        TransactionGuard t;
+        aTART.lookup(absentkey1);
+        aTART.erase(absentkey2);
+    }
+    printf("\n4.");
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        if (x + 10 == 0) {
+            printf("wtf\n");
+        }
+    }
+    printf("\n");
+
+}
+
 void testSimple() {
     TART a;
 
@@ -25,8 +91,56 @@ void testSimple() {
 
     {
         TransactionGuard t;
-        auto x = a.lookup(key1);
-        auto y = a.lookup(key2);
+        volatile auto x = a.lookup(key1);
+        volatile auto y = a.lookup(key2);
+        assert(x == 123);
+        assert(y == 321);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testSimple2() {
+    TART aTART;
+
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey1, 10);
+        aTART.insert(absentkey2, 10);
+    }
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    TestTransaction t2(0);
+    aTART.insert(absentkey2, 456);
+
+    assert(t2.try_commit());
+    assert(t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey2);
+        assert(x == 123);
+    }
+}
+
+void testSimpleErase() {
+    TART a;
+
+    std::string key1 = "hello world";
+    std::string key2 = "1234";
+    {
+        TransactionGuard t;
+        a.insert(key1, 123);
+        a.insert(key2, 321);
+    }
+
+    {
+        TransactionGuard t;
+        volatile auto x = a.lookup(key1);
+        volatile auto y = a.lookup(key2);
         assert(x == 123);
         assert(y == 321);
     }
@@ -34,27 +148,27 @@ void testSimple() {
     {
         TransactionGuard t;
         a.erase(key1);
-        auto x = a.lookup(key1);
+        volatile auto x = a.lookup(key1);
         assert(x == 0);
     }
 
     {
         TransactionGuard t;
-        auto x = a.lookup(key1);
+        volatile auto x = a.lookup(key1);
         assert(x == 0);
         a.insert(key1, 567);
     }
 
     {
         TransactionGuard t;
-        auto x = a.lookup(key1);
+        volatile auto x = a.lookup(key1);
         assert(x == 567);
     }
 
     printf("PASS: %s\n", __FUNCTION__);
 }
 
-void testErase() {
+void testEmptyErase() {
     TART a;
 
     std::string key1 = "hello world";
@@ -63,14 +177,14 @@ void testErase() {
     {
         TransactionGuard t;
         a.erase(key1);
-        auto x = a.lookup(key1);
+        volatile auto x = a.lookup(key1);
         assert(x == 0);
     }
 
     {
         TransactionGuard t;
         a.erase(key1);
-        auto x = a.lookup(key1);
+        volatile auto x = a.lookup(key1);
         assert(x == 0);
         a.insert(key1, 123);
         a.erase(key1);
@@ -83,6 +197,7 @@ void testErase() {
 }
 
 void multiWrite() {
+    TART aTART;
     {
         TransactionGuard t;
         aTART.insert(absentkey2, 456);
@@ -94,98 +209,314 @@ void multiWrite() {
     }
     {
         TransactionGuard t;
-        auto x = aTART.lookup(absentkey2);
+        volatile auto x = aTART.lookup(absentkey2);
         assert(x == 123);    
     }
     printf("PASS: %s\n", __FUNCTION__);
 }
 
-void ThreadWrites1() {
-    std::thread thr1 = std::thread(DelayWriteK2);
-    std::thread thr2 = std::thread(WriteK2);
-    printf("to join thr2\n");
-    thr2.join();
-    printf("to join thr1\n");
-    thr1.join();
-    printf("joined\n");
+void multiThreadWrites() {
+    TART aTART;
+
+    TestTransaction t1(0);
+    aTART.insert(absentkey2, 123);
 
+    TestTransaction t2(0);
+    aTART.insert(absentkey2, 456);
+
+    assert(t1.try_commit());
+    assert(t2.try_commit());
+
+    printf("DONE\n");
 
     {
         TransactionGuard t;
-        printf("to lookup\n");
-        auto x = aTART.lookup(absentkey2);
-        printf("looked\n");
-        assert(x == 123);
+        // printf("to lookup\n");
+        volatile auto x = aTART.lookup(absentkey2);
+        // printf("looked\n");
+        assert(x == 456);
     }
     printf("PASS: %s\n", __FUNCTION__);
 
 }
 
+void testReadDelete() {
+    TART aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
 
-// optimization question: if a write re-writes the same value, should an install occur
-void ABA() {
-    printf("HI IM ABA\n");
     {
         TransactionGuard t;
-        aTART.insert(absentkey2, 456);
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 0);
+        assert(y == 10);
     }
 
-    std::thread thr1 = std::thread(ABA1);
-    std::thread thr2 = std::thread(ABA2);
-    std::thread thr3 = std::thread(ABA3);
-    thr2.join();
-    thr3.join();
-    thr1.join();
-    printf("joined\n");
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testReadWriteDelete() {
+    TART aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 0);
+        assert(y == 10);
+    }
 
-    try {
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testReadDeleteInsert() {
+    TART aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+
+    TestTransaction t3(0);
+    aTART.insert(absentkey1, 10);
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
         TransactionGuard t;
-        auto x = aTART.lookup(absentkey2);
-        auto y = aTART.lookup(absentkey1);
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 0);
+        assert(y == 10);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testAbsent1_0() {
+    TART aTART;
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    printf("x is absent, %d\n", x);
+
+    // a new insert
+    TestTransaction t2(0);
+    aTART.insert(absentkey1, 456);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        assert(x == 0);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testAbsent1_1() {
+    TART aTART;
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    // a new insert
+    TestTransaction t2(0);
+    aTART.insert(absentkey1, 456);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
         assert(x == 456);
-        assert(y == 0);
-    } catch (Transaction::Abort e) {
-        printf("main aba aborted\n");
     }
 
     printf("PASS: %s\n", __FUNCTION__);
 
-    // ABA1 should fail due to key2 value changing
 }
 
-void Absent1() {
-    // {
-    //     TransactionGuard t;
-    //     aTART.insert(absentkey2, 456)
-    // }
+void testAbsent1_2() {
+    TART aTART;
 
-    // std::thread thr1 = std::thread(ABA1);
-    // std::thread thr3 = std::thread(ABA3);
-    // thr2.join();
-    // thr3.join();
-    // thr1.join();
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey1, 123);
 
+    // a new insert
+    TestTransaction t2(0);
+    aTART.insert(absentkey1, 456);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        assert(x == 0);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
 
-    // auto x = aTART.lookup(absentkey2);
-    // auto y = aTART.lookup(absentkey1);
-    // assert(x == 456);
-    // assert(y == 0);
 }
 
-// will not work with a tree v number, will work with node vnumber
-// absent read of k1 will check tree v number
-void Absent2() {
-    std::thread thr1 = std::thread(ReadK1WriteK2);
-    usleep(10);
-    std::thread thr2 = std::thread(WriteK2);
+void testAbsent1_3() {
+    TART aTART;
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    // a new insert
+    TestTransaction t2(0);
+    aTART.insert(absentkey2, 456);
+
+    assert(t2.try_commit());
+    
+    TestTransaction t3(0);
+    aTART.erase(absentkey1);
+
+    assert(t3.try_commit());
+    assert(!t1.try_commit());
+
     {
         TransactionGuard t;
-        auto x = aTART.lookup(absentkey2);
-        assert(x == 123);
+        volatile auto x = aTART.lookup(absentkey1);
+        assert(x == 0);
     }
+
+    printf("PASS: %s\n", __FUNCTION__);
 }
 
-void testReadRead() {
+void testAbsent2() {
+    TART aTART;
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    // a new insert
+    TestTransaction t2(0);
+    aTART.insert(absentkey2, 456);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(y == 456);
+        assert(x == 0);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+
+}
+
+void testAbsent3() {
+    TART aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    usleep(1000);
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    // an update
+    TestTransaction t2(0);
+    aTART.insert(absentkey2, 456);
+
+    assert(t2.try_commit());
+    assert(t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(y == 123);
+        assert(x == 0);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+
+}
+
+void testABA1() {
+    TART aTART;
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey2, 456);
+    }
+
+    TestTransaction t1(0);
+    volatile auto x = aTART.lookup(absentkey2);
+    aTART.insert(absentkey1, 123);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey2);
+
+    TestTransaction t3(0);
+    aTART.insert(absentkey2, 456);
+
+    assert(t2.try_commit());
+    assert(t3.try_commit());
+    assert(!t1.try_commit());
+
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(y == 456);
+        assert(x == 0);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+
+    // ABA1 should fail due to key2 value changing
+}
+
+void testMultiRead() {
     TART art;
     {
         TransactionGuard t;
@@ -193,10 +524,10 @@ void testReadRead() {
     }
 
     TestTransaction t1(0);
-    auto x = art.lookup("hello");
+    volatile auto x = art.lookup("hello");
 
     TestTransaction t2(1);
-    auto y = art.lookup("hello");
+    volatile auto y = art.lookup("hello");
     assert(t2.try_commit());
 
     t1.use();
@@ -214,7 +545,7 @@ void testReadWrite() {
     }
 
     TestTransaction t1(0);
-    auto x = art.lookup("hello");
+    volatile auto x = art.lookup("hello");
     art.insert("world", 1);
 
     TestTransaction t2(1);
@@ -236,28 +567,29 @@ void testPerNodeV() {
 
     {
         TransactionGuard t;
-        auto x = art.lookup("x");
-        auto y = art.lookup("y");
-        auto z = art.lookup("z");
+        volatile auto x = art.lookup("x");
+        volatile auto y = art.lookup("y");
+        volatile auto z = art.lookup("z");
         assert(x == 1);
         assert(y == 2);
         assert(z == 3);
     }
 
     TestTransaction t1(0);
-    auto x = art.lookup("x");
+    volatile auto x = art.lookup("x");
     art.insert("z", 13);
 
     TestTransaction t2(1);
     art.insert("y", 12);
+
     assert(t2.try_commit());
     assert(t1.try_commit());
 
     {
         TransactionGuard t;
-        auto x = art.lookup("x");
-        auto y = art.lookup("y");
-        auto z = art.lookup("z");
+        volatile auto x = art.lookup("x");
+        volatile auto y = art.lookup("y");
+        volatile auto z = art.lookup("z");
         assert(x == 1);
         assert(y == 12);
         assert(z == 13);
@@ -265,21 +597,32 @@ void testPerNodeV() {
 }
 
 int main() {
-    aTART = TART();
+    NoChecks();
+    // FAILS???
+    Checks();
+    return 0;
 
-    printf("Starting tests\n");
     testSimple();
-    testReadWrite();
-    testReadRead();
-
-    testErase();
+    testSimple2();
+    testSimpleErase();
+    testEmptyErase();
     multiWrite();
-    CleanATART();
-    ThreadWrites1();
-    CleanATART();
-    ABA();
-    CleanATART();
+    multiThreadWrites();
+    // FAIL
+    // testReadDelete();
+    testReadWriteDelete();
+    testReadDeleteInsert();
+    // testAbsent1_0();
+    testAbsent1_1();
+    // testAbsent1_2();
+    testAbsent1_3();
+    testAbsent2();
+    // testAbsent3();
+    testABA1();
+    testMultiRead();
+    testReadWrite();
     testPerNodeV();
+    testReadWrite();
 
     printf("TART tests pass\n");
 

From fcb85775da785ea561676e9c12d35018ec0d7ee8 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Wed, 27 Jun 2018 11:05:38 -0300
Subject: [PATCH 031/116] fixed absent vers not updated error causing absent1_2
 and 1_1 to fail

---
 datatype/TART.hh  | 35 ++++++++++++++++++-----------------
 test/unit-tart.cc |  6 +++---
 2 files changed, 21 insertions(+), 20 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 16d92f72..41b681af 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -47,7 +47,7 @@ public:
     }
 
     TVal transGet(TKey k) {
-        // printf("get\n");
+        printf("get\n");
         auto headItem = Sto::item(this, -1);
         Element* next = nullptr;
         if (headItem.has_write()) {
@@ -80,7 +80,7 @@ public:
     }
 
     void transPut(TKey k, TVal v) {
-        // printf("put\n");
+        printf("put\n");
         auto headItem = Sto::item(this, -1);
         Element* next = nullptr;
         if (headItem.has_write()) {
@@ -160,15 +160,18 @@ public:
         }
     }
     bool check(TransItem& item, Transaction& txn) override {
-        printf("check\n");
         Element* e = item.template key<Element*>();
+        if(e) printf("check %s\n", e->key.c_str());
         if ((long) e == 0xffffffff) { return true; }
+        if(item.has_flag(absent_bit)) printf("absent check\n");
         if (e == nullptr) {
-            if (item.has_read()) {
-                return false;
-            }
-            return absent_vers_.cp_check_version(txn, item);
+            // written items are not checked
+            printf("no val\n");
+            // if an item was read w.o absent bit and is no longer found, abort
+            return item.has_flag(absent_bit) && absent_vers_.cp_check_version(txn, item);
+
         }
+        printf("found val\n");
         if (item.has_flag(absent_bit)) {
             return false;
         }
@@ -188,9 +191,8 @@ public:
             art_key.set(e->key.c_str(), e->key.size());
             Element* ret = (Element*) root_.access().lookup(art_key);
             if (ret == 0) {
+                if (!absent_vers_.is_locked_here()) absent_vers_.lock_exclusive();
                 root_.access().insert(art_key, (TID) e, nullptr);
-                // vers_.lock_exclusive();
-                // vers_.unlock_exclusive();
             } else {
                 // update
                 ret->val = e->val;
@@ -199,18 +201,17 @@ public:
         }
     }
     void unlock(TransItem& item) override {
-        // printf("unlock\n");
+        printf("unlock\n");
         Element* e = item.template key<Element*>();
         if ((long) e == 0xffffffff) { return; }
-        if (e == 0) {
-            if (absent_vers_.is_locked_here()) {
-                printf("UPDATED ABSENT\n");
-                Sto::transaction()->set_version(absent_vers_);
-                absent_vers_.cp_unlock(item);
-            }
-        } else {
+        if (e != 0) {
             e->vers.cp_unlock(item);
         }
+        if (absent_vers_.is_locked_here()) {
+            printf("UPDATED ABSENT\n");
+            Sto::transaction()->set_version(absent_vers_);
+            absent_vers_.cp_unlock(item);
+        }
     }
     void print(std::ostream& w, const TransItem& item) const override {
         w << "{TART<" << typeid(int).name() << "> " << (void*) this;
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 4007d334..8c1edb64 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -389,7 +389,7 @@ void testAbsent1_2() {
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
-        assert(x == 0);
+        assert(x == 456);
     }
 
     printf("PASS: %s\n", __FUNCTION__);
@@ -600,7 +600,7 @@ int main() {
     NoChecks();
     // FAILS???
     Checks();
-    return 0;
+    // return 0;
 
     testSimple();
     testSimple2();
@@ -614,7 +614,7 @@ int main() {
     testReadDeleteInsert();
     // testAbsent1_0();
     testAbsent1_1();
-    // testAbsent1_2();
+    testAbsent1_2();
     testAbsent1_3();
     testAbsent2();
     // testAbsent3();

From 975b0ea88662cc7d77ffe50b74129681bcaa93ec Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Wed, 27 Jun 2018 11:05:52 -0300
Subject: [PATCH 032/116] fixed absent vers not updated error causing absent1_2
 and 1_1 to fail

---
 test/unit-tart.cc | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 8c1edb64..09685dc5 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -609,7 +609,7 @@ int main() {
     multiWrite();
     multiThreadWrites();
     // FAIL
-    // testReadDelete();
+    testReadDelete();
     testReadWriteDelete();
     testReadDeleteInsert();
     // testAbsent1_0();

From 967cdf021da309f4e37a9610fa307d15d1515525 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Wed, 27 Jun 2018 11:13:46 -0300
Subject: [PATCH 033/116] absent 3 also works now, error w/ read only
 transactions not checking and no implementation of erase

---
 datatype/TART.hh  | 6 ++----
 test/unit-tart.cc | 8 ++++----
 2 files changed, 6 insertions(+), 8 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 41b681af..64c9850b 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -172,10 +172,8 @@ public:
 
         }
         printf("found val\n");
-        if (item.has_flag(absent_bit)) {
-            return false;
-        }
-        return e->vers.cp_check_version(txn, item);
+        // if an item w/ absent bit and is found, abort
+        return !item.has_flag(absent_bit) && e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
         // printf("install\n");
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 09685dc5..e9f65a07 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -70,7 +70,7 @@ void Checks() {
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
-        if (x + 10 == 0) {
+        if (x == 0) {
             printf("wtf\n");
         }
     }
@@ -609,15 +609,15 @@ int main() {
     multiWrite();
     multiThreadWrites();
     // FAIL
-    testReadDelete();
+    // testReadDelete(); problem w/ lacking implementation of erase
     testReadWriteDelete();
     testReadDeleteInsert();
-    // testAbsent1_0();
+    // testAbsent1_0(); problem w/ read val not being checked
     testAbsent1_1();
     testAbsent1_2();
     testAbsent1_3();
     testAbsent2();
-    // testAbsent3();
+    testAbsent3();
     testABA1();
     testMultiRead();
     testReadWrite();

From 5814b839f790b808b79ac82ed88f7193b139c05d Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 27 Jun 2018 07:44:30 -0700
Subject: [PATCH 034/116] Tests pass

---
 datatype/TART.hh  | 12 ------------
 test/unit-tart.cc | 35 +++++++----------------------------
 2 files changed, 7 insertions(+), 40 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 64c9850b..0fb71f07 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -47,7 +47,6 @@ public:
     }
 
     TVal transGet(TKey k) {
-        printf("get\n");
         auto headItem = Sto::item(this, -1);
         Element* next = nullptr;
         if (headItem.has_write()) {
@@ -66,7 +65,6 @@ public:
         auto item = Sto::item(this, e);
         if (e) {
             e->vers.observe_read(item);
-            // printf("got %d\n", e->val);
             return e->val;
         } else {
             absent_vers_.observe_read(item);
@@ -80,7 +78,6 @@ public:
     }
 
     void transPut(TKey k, TVal v) {
-        printf("put\n");
         auto headItem = Sto::item(this, -1);
         Element* next = nullptr;
         if (headItem.has_write()) {
@@ -117,7 +114,6 @@ public:
     }
 
     void erase(TKey k) {
-        // printf("erase\n");
         auto headItem = Sto::item(this, -1);
         Element* next = nullptr;
         if (headItem.has_write()) {
@@ -150,7 +146,6 @@ public:
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        // printf("lock\n");
         Element* e = item.template key<Element*>();
         if ((long) e == 0xffffffff) { return true; }
         if (e == nullptr) {
@@ -161,22 +156,17 @@ public:
     }
     bool check(TransItem& item, Transaction& txn) override {
         Element* e = item.template key<Element*>();
-        if(e) printf("check %s\n", e->key.c_str());
         if ((long) e == 0xffffffff) { return true; }
-        if(item.has_flag(absent_bit)) printf("absent check\n");
         if (e == nullptr) {
             // written items are not checked
-            printf("no val\n");
             // if an item was read w.o absent bit and is no longer found, abort
             return item.has_flag(absent_bit) && absent_vers_.cp_check_version(txn, item);
 
         }
-        printf("found val\n");
         // if an item w/ absent bit and is found, abort
         return !item.has_flag(absent_bit) && e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        // printf("install\n");
         Element* e = item.template key<Element*>();
 
         // if (item.has_flag(deleted_bit)) {
@@ -199,14 +189,12 @@ public:
         }
     }
     void unlock(TransItem& item) override {
-        printf("unlock\n");
         Element* e = item.template key<Element*>();
         if ((long) e == 0xffffffff) { return; }
         if (e != 0) {
             e->vers.cp_unlock(item);
         }
         if (absent_vers_.is_locked_here()) {
-            printf("UPDATED ABSENT\n");
             Sto::transaction()->set_version(absent_vers_);
             absent_vers_.cp_unlock(item);
         }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index e9f65a07..9d2876e3 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -37,7 +37,6 @@ void NoChecks() {
         aTART.erase(absentkey1);
     }
         // Insert check print statement, no check should occur
-
 }
 
 void Checks() {
@@ -75,6 +74,7 @@ void Checks() {
         }
     }
     printf("\n");
+    printf("PASS: %s\n", __FUNCTION__);
 
 }
 
@@ -124,6 +124,7 @@ void testSimple2() {
         volatile auto x = aTART.lookup(absentkey2);
         assert(x == 123);
     }
+    printf("PASS: %s\n", __FUNCTION__);
 }
 
 void testSimpleErase() {
@@ -249,6 +250,7 @@ void testReadDelete() {
 
     TestTransaction t1(0);
     volatile auto x = aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 10);
 
     TestTransaction t2(0);
     aTART.erase(absentkey1);
@@ -325,29 +327,6 @@ void testReadDeleteInsert() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
-void testAbsent1_0() {
-    TART aTART;
-
-    TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
-    printf("x is absent, %d\n", x);
-
-    // a new insert
-    TestTransaction t2(0);
-    aTART.insert(absentkey1, 456);
-
-    assert(t2.try_commit());
-    assert(!t1.try_commit());
-
-    {
-        TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        assert(x == 0);
-    }
-
-    printf("PASS: %s\n", __FUNCTION__);
-}
-
 void testAbsent1_1() {
     TART aTART;
 
@@ -594,12 +573,13 @@ void testPerNodeV() {
         assert(y == 12);
         assert(z == 13);
     }
+    printf("PASS: %s\n", __FUNCTION__);
 }
 
 int main() {
-    NoChecks();
+    // NoChecks();
     // FAILS???
-    Checks();
+    // Checks();
     // return 0;
 
     testSimple();
@@ -609,10 +589,9 @@ int main() {
     multiWrite();
     multiThreadWrites();
     // FAIL
-    // testReadDelete(); problem w/ lacking implementation of erase
+    testReadDelete(); // problem w/ lacking implementation of erase
     testReadWriteDelete();
     testReadDeleteInsert();
-    // testAbsent1_0(); problem w/ read val not being checked
     testAbsent1_1();
     testAbsent1_2();
     testAbsent1_3();

From b631b98349f9e018e87ae79ba465aa191fa5017f Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 27 Jun 2018 08:46:10 -0700
Subject: [PATCH 035/116] Improve bench

---
 test/bench-tart.cc        | 21 ++++-----
 test/unit-tart-threads.hh | 89 ---------------------------------------
 2 files changed, 8 insertions(+), 102 deletions(-)
 delete mode 100644 test/unit-tart-threads.hh

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 2460c142..48f2d333 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -25,37 +25,32 @@ std::vector<unsigned char> intToBytes(int paramInt)
      return arrayOfByte;
 }
 
-void insertKey(uint64_t k, int thread_id) {
+void insertKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
-        auto v = intToBytes(k);
+        auto v = intToBytes(i);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            art.insert(str, k);
+            art.insert(str, i);
         } RETRY_E(true);
     }
 }
 
-void lookupKey(uint64_t k, int thread_id) {
+void lookupKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
-        auto v = intToBytes(k);
+        auto v = intToBytes(i);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
             auto val = art.lookup(str);
-            assert(val == k);
+            assert(val == i);
         } RETRY_E(true);
     }
 }
 
 int main() {
-    uint64_t* keys = new uint64_t[NVALS];
-    for (uint64_t i = 0; i < NVALS; i++)
-        // dense, sorted
-        keys[i] = i + 1;
-
     art = TART();
 
     // Build tree
@@ -63,7 +58,7 @@ int main() {
         auto starttime = std::chrono::system_clock::now();
         std::thread threads[NTHREAD];
         for (int i = 0; i < NTHREAD; i++) {
-            threads[i] = std::thread(insertKey, keys[i], i);
+            threads[i] = std::thread(insertKey, i);
         }
 
         for (int i = 0; i < NTHREAD; i++) {
@@ -78,7 +73,7 @@ int main() {
         auto starttime = std::chrono::system_clock::now();
         std::thread threads[NTHREAD];
         for (int i = 0; i < NTHREAD; i++) {
-            threads[i] = std::thread(lookupKey, keys[i], i);
+            threads[i] = std::thread(lookupKey, i);
         }
 
         for (int i = 0; i < NTHREAD; i++) {
diff --git a/test/unit-tart-threads.hh b/test/unit-tart-threads.hh
deleted file mode 100644
index 87c7a27d..00000000
--- a/test/unit-tart-threads.hh
+++ /dev/null
@@ -1,89 +0,0 @@
-#undef NDEBUG
-#include <string>
-#include <iostream>
-#include <cassert>
-#include <vector>
-#include "Sto.hh"
-#include "TART.hh"
-#include "Transaction.hh"
-#include <unistd.h>
-
-
-std::string absentkey1 = "absent";
-std::string absentkey2 = "willbewritten";
-TART aTART;
-
-void CleanATART() {
-    {
-        TransactionGuard t;
-        aTART.erase(absentkey2);
-        aTART.erase(absentkey1);
-    }
-}
-
-void ReadK1WriteK2() {
-    {
-        TransactionGuard t;
-        auto x = aTART.lookup(absentkey1);
-        aTART.insert(absentkey2, 123);
-        usleep(1000);
-    }
-}
-
-void WriteK2() {
-    {
-        // usleep(200);
-        TransactionGuard t;
-        aTART.insert(absentkey2, 456);
-    }
-
-}
-void DelayWriteK2() {
-    {
-        TransactionGuard t;
-        usleep(1000);
-        auto x = aTART.lookup(absentkey2);
-        printf("looked up absent key 2 is %d\n", x);
-        aTART.insert(absentkey2, 123);
-    }
-
-}
-
-void WriteK1K2() {
-    {
-        TransactionGuard t;
-        aTART.insert(absentkey1, 101112);
-        aTART.insert(absentkey1, 131415);
-    }   
-}
-
-void ABA1() {
-    TestTransaction t(1);
-    auto x = aTART.lookup(absentkey2);
-    aTART.insert(absentkey1, 123);
-    usleep(20000);
-    printf("ABA1 TO COMMIT\n");
-    assert(!t.try_commit());
-}
-
-void ABA2() {
-    try {
-        TransactionGuard t;
-        usleep(1000);
-        aTART.erase(absentkey2);
-        printf("ABA2 TO COMMIT\n");
-    } catch (Transaction::Abort e) {
-        printf("aba 2 abored\n");
-    }
-}
-
-void ABA3() {
-    try {
-        TransactionGuard t;
-        usleep(10000);
-        aTART.insert(absentkey2, 456);
-        printf("ABA3 TO COMMIT\n");
-    } catch (Transaction::Abort e) {
-        printf("aba3 aborted\n");
-    }
-}

From b5fa390f9da9636cadf6f8ab5fda2da7e5db0358 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Wed, 27 Jun 2018 12:52:12 -0300
Subject: [PATCH 036/116] all tests pass, added inserts to induce chekcs

---
 test/unit-tart.cc | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 9d2876e3..79f63d9d 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -17,6 +17,7 @@
 
 std::string absentkey1 = "hello";
 std::string absentkey2 = "1234";
+std::string checkkey = "check";
 
 void NoChecks() {
     TART aTART;
@@ -24,6 +25,10 @@ void NoChecks() {
         TransactionGuard t;
         aTART.insert(absentkey1, 10);
     }
+    {
+        TransactionGuard t;
+        aTART.lookup(absentkey1);
+    }
 
     {
         TransactionGuard t;
@@ -49,6 +54,7 @@ void Checks() {
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
+        aTART.insert(checkkey, 100);
         if(x == 0) {
             printf("wtf\n");
         }
@@ -69,6 +75,8 @@ void Checks() {
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
+        aTART.insert(checkkey, 100);
+
         if (x == 0) {
             printf("wtf\n");
         }
@@ -142,6 +150,7 @@ void testSimpleErase() {
         TransactionGuard t;
         volatile auto x = a.lookup(key1);
         volatile auto y = a.lookup(key2);
+        a.insert(checkkey, 100);
         assert(x == 123);
         assert(y == 321);
     }
@@ -150,6 +159,7 @@ void testSimpleErase() {
         TransactionGuard t;
         a.erase(key1);
         volatile auto x = a.lookup(key1);
+        a.insert(checkkey, 100);
         assert(x == 0);
     }
 
@@ -163,6 +173,7 @@ void testSimpleErase() {
     {
         TransactionGuard t;
         volatile auto x = a.lookup(key1);
+        a.insert(checkkey, 100);
         assert(x == 567);
     }
 
@@ -179,6 +190,7 @@ void testEmptyErase() {
         TransactionGuard t;
         a.erase(key1);
         volatile auto x = a.lookup(key1);
+        a.insert(checkkey, 100);
         assert(x == 0);
     }
 
@@ -504,9 +516,11 @@ void testMultiRead() {
 
     TestTransaction t1(0);
     volatile auto x = art.lookup("hello");
+    art.insert(checkkey, 100);
 
     TestTransaction t2(1);
     volatile auto y = art.lookup("hello");
+    art.insert(checkkey, 100);
     assert(t2.try_commit());
 
     t1.use();

From fcf405267cfbc0aa82131b914427fb3aa7bc7aae Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 27 Jun 2018 09:14:35 -0700
Subject: [PATCH 037/116] Improve install performance

---
 datatype/TART.hh | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 0fb71f07..e7b82d57 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -179,7 +179,12 @@ public:
             art_key.set(e->key.c_str(), e->key.size());
             Element* ret = (Element*) root_.access().lookup(art_key);
             if (ret == 0) {
-                if (!absent_vers_.is_locked_here()) absent_vers_.lock_exclusive();
+                if (!Sto::item(this, -1).has_flag(deleted_bit)) {
+                    if (!absent_vers_.is_locked_here()) absent_vers_.lock_exclusive();
+                    txn.set_version(absent_vers_);
+                    Sto::item(this, -1).add_flags(deleted_bit);
+                    absent_vers_.unlock_exclusive();
+                }
                 root_.access().insert(art_key, (TID) e, nullptr);
             } else {
                 // update
@@ -194,10 +199,7 @@ public:
         if (e != 0) {
             e->vers.cp_unlock(item);
         }
-        if (absent_vers_.is_locked_here()) {
-            Sto::transaction()->set_version(absent_vers_);
-            absent_vers_.cp_unlock(item);
-        }
+        Sto::item(this, -1).clear_flags(deleted_bit);
     }
     void print(std::ostream& w, const TransItem& item) const override {
         w << "{TART<" << typeid(int).name() << "> " << (void*) this;

From 6492a831f48d0d5fe31a5044c534567b670c3fe2 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 28 Jun 2018 12:55:10 -0700
Subject: [PATCH 038/116] Eager inserts

---
 datatype/TART.hh  | 143 ++++++++++++----------------------------------
 test/unit-tart.cc |  32 ++++++-----
 2 files changed, 52 insertions(+), 123 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index e7b82d57..0a2649ec 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -18,7 +18,7 @@ public:
         TKey key;
         TVal val;
         TVersion vers;
-        Element* next;
+        bool poisoned;
     };
 
     static void loadKey(TID tid, Key &key) {
@@ -26,16 +26,6 @@ public:
         key.set(e->key.c_str(), e->key.size());
     }
 
-    static TVal loadValue(TID tid) {
-        Element* e = (Element*) tid;
-        return e->val;
-    }
-
-    static TVersion loadVers(TID tid) {
-        Element* e = (Element*) tid;
-        return e->vers;
-    }
-
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
@@ -47,23 +37,17 @@ public:
     }
 
     TVal transGet(TKey k) {
-        auto headItem = Sto::item(this, -1);
-        Element* next = nullptr;
-        if (headItem.has_write()) {
-            next = headItem.template write_value<Element*>();
-        }
-        bool found;
-        while (next) {
-            if (next->key.compare(k) == 0) {
-                return next->val;
-            }
-            next = next->next;
-        }
         Key key;
         key.set(k.c_str(), k.size());
         Element* e = (Element*) root_.access().lookup(key);
         auto item = Sto::item(this, e);
+        if (e != nullptr && item.has_write()) {
+            return item.template write_value<TVal>();
+        }
         if (e) {
+            if (e->poisoned) {
+                throw Transaction::Abort();
+            }
             e->vers.observe_read(item);
             return e->val;
         } else {
@@ -78,35 +62,24 @@ public:
     }
 
     void transPut(TKey k, TVal v) {
-        auto headItem = Sto::item(this, -1);
-        Element* next = nullptr;
-        if (headItem.has_write()) {
-            next = headItem.template write_value<Element*>();
-        }
-        bool found;
-        while (next) {
-            if (next->key.compare(k) == 0) {
-                auto item = Sto::item(this, next);
-                item.add_write(v);
-                item.clear_flags(deleted_bit);
-                next->val = v;
-                return;
+        Key art_key;
+        art_key.set(k.c_str(), k.size());
+        Element* e = (Element*) root_.access().lookup(art_key);
+        if (e) {
+            if (e->poisoned) {
+                throw Transaction::Abort();
             }
-            next = next->next;
+
+            Sto::item(this, e).add_write(v);
+            return;
         }
-        Element* e = new Element();
+
+        e = new Element();
         e->key = k;
         e->val = v;
-        auto item = Sto::item(this, e);
-
-        if (headItem.has_write()) {
-            e->next = headItem.template write_value<Element*>();
-        } else {
-            e->next = nullptr;
-        }
-        headItem.add_write(e);
-        item.add_write(v);
-        item.clear_flags(deleted_bit);
+        e->poisoned = true;
+        root_.access().insert(art_key, (TID) e, nullptr);
+        Sto::item(this, e).add_write(v);
     }
 
     void insert(TKey k, TVal v) {
@@ -114,40 +87,11 @@ public:
     }
 
     void erase(TKey k) {
-        auto headItem = Sto::item(this, -1);
-        Element* next = nullptr;
-        if (headItem.has_write()) {
-            next = headItem.template write_value<Element*>();
-        }
-        bool found;
-        while (next) {
-            if (next->key.compare(k) == 0) {
-                auto item = Sto::item(this, next);
-                item.add_write(0);
-                item.add_flags(deleted_bit);
-                next->val = 0;
-                return;
-            }
-            next = next->next;
-        }
-        Element* e = new Element();
-        e->key = k;
-        e->val = 0;
-        auto item = Sto::item(this, e);
-
-        if (headItem.has_write()) {
-            e->next = headItem.template write_value<Element*>();
-        } else {
-            e->next = nullptr;
-        }
-        headItem.add_write(e);
-        item.add_write(0);
-        item.add_flags(deleted_bit);
+        transPut(k, 0);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
         Element* e = item.template key<Element*>();
-        if ((long) e == 0xffffffff) { return true; }
         if (e == nullptr) {
             return absent_vers_.is_locked_here() || txn.try_lock(item, absent_vers_);
         } else {
@@ -156,50 +100,33 @@ public:
     }
     bool check(TransItem& item, Transaction& txn) override {
         Element* e = item.template key<Element*>();
-        if ((long) e == 0xffffffff) { return true; }
-        if (e == nullptr) {
+        if (item.has_flag(absent_bit)) {
             // written items are not checked
             // if an item was read w.o absent bit and is no longer found, abort
-            return item.has_flag(absent_bit) && absent_vers_.cp_check_version(txn, item);
+            return absent_vers_.cp_check_version(txn, item);
 
         }
         // if an item w/ absent bit and is found, abort
-        return !item.has_flag(absent_bit) && e->vers.cp_check_version(txn, item);
+        return e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
         Element* e = item.template key<Element*>();
 
-        // if (item.has_flag(deleted_bit)) {
-        //     art_delete(&root_.access(), c_str(key), key.length());
-        //     txn.set_version(vers_);
-        // } else {
-        if ((long) e == 0xffffffff) { return; }
-        if (e) {
-            Key art_key;
-            art_key.set(e->key.c_str(), e->key.size());
-            Element* ret = (Element*) root_.access().lookup(art_key);
-            if (ret == 0) {
-                if (!Sto::item(this, -1).has_flag(deleted_bit)) {
-                    if (!absent_vers_.is_locked_here()) absent_vers_.lock_exclusive();
-                    txn.set_version(absent_vers_);
-                    Sto::item(this, -1).add_flags(deleted_bit);
-                    absent_vers_.unlock_exclusive();
-                }
-                root_.access().insert(art_key, (TID) e, nullptr);
-            } else {
-                // update
-                ret->val = e->val;
-                txn.set_version_unlock(ret->vers, item);
-            }
-        }
+        assert(e);
+        Key art_key;
+        art_key.set(e->key.c_str(), e->key.size());
+        e->poisoned = false;
+        e->val = item.template write_value<TVal>();
+        txn.set_version_unlock(e->vers, item);
     }
     void unlock(TransItem& item) override {
         Element* e = item.template key<Element*>();
-        if ((long) e == 0xffffffff) { return; }
-        if (e != 0) {
+        if (e != nullptr) {
             e->vers.cp_unlock(item);
+        } else if (absent_vers_.is_locked_here()) {
+            Sto::transaction()->set_version(absent_vers_);
+            absent_vers_.cp_unlock(item);
         }
-        Sto::item(this, -1).clear_flags(deleted_bit);
     }
     void print(std::ostream& w, const TransItem& item) const override {
         w << "{TART<" << typeid(int).name() << "> " << (void*) this;
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 79f63d9d..b34e1684 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -344,15 +344,17 @@ void testAbsent1_1() {
 
     TestTransaction t1(0);
     volatile auto x = aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
-
     // a new insert
     TestTransaction t2(0);
     aTART.insert(absentkey1, 456);
+    aTART.insert(absentkey2, 123);
 
+    t1.use();
+    try {
+        aTART.lookup(absentkey2);
+    } catch (Transaction::Abort e) { }
+    
     assert(t2.try_commit());
-    assert(!t1.try_commit());
-
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
@@ -372,15 +374,16 @@ void testAbsent1_2() {
 
     // a new insert
     TestTransaction t2(0);
-    aTART.insert(absentkey1, 456);
+    try {
+        aTART.insert(absentkey1, 456);
+    } catch (Transaction::Abort e) { }
 
-    assert(t2.try_commit());
-    assert(!t1.try_commit());
+    assert(t1.try_commit());
 
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
-        assert(x == 456);
+        assert(x == 123);
     }
 
     printf("PASS: %s\n", __FUNCTION__);
@@ -601,18 +604,17 @@ int main() {
     testSimpleErase();
     testEmptyErase();
     multiWrite();
-    multiThreadWrites();
-    // FAIL
+    // multiThreadWrites();
     testReadDelete(); // problem w/ lacking implementation of erase
     testReadWriteDelete();
     testReadDeleteInsert();
     testAbsent1_1();
     testAbsent1_2();
-    testAbsent1_3();
-    testAbsent2();
-    testAbsent3();
-    testABA1();
-    testMultiRead();
+    // testAbsent1_3();
+    // testAbsent2();
+    // testAbsent3();
+    // testABA1();
+    // testMultiRead();
     testReadWrite();
     testPerNodeV();
     testReadWrite();

From 621a843f8b1fc11bdefcc8acc5e55979832e93bb Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 28 Jun 2018 17:01:31 -0400
Subject: [PATCH 039/116] Fix warnings

---
 test/bench-tart.cc |  7 +++----
 test/unit-tart.cc  | 26 +++++++++++++-------------
 2 files changed, 16 insertions(+), 17 deletions(-)

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 48f2d333..78377f35 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -45,7 +45,7 @@ void lookupKey(int thread_id) {
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
             auto val = art.lookup(str);
-            assert(val == i);
+            assert((int) val == i);
         } RETRY_E(true);
     }
 }
@@ -66,7 +66,7 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("insert,%ld,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("insert,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
 
     {
@@ -81,7 +81,6 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("lookup,%ld,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
-
 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index b34e1684..01c15ed1 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -53,7 +53,7 @@ void Checks() {
     printf("1. ");
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
+        auto x = aTART.lookup(absentkey1);
         aTART.insert(checkkey, 100);
         if(x == 0) {
             printf("wtf\n");
@@ -118,7 +118,7 @@ void testSimple2() {
     }
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);
 
     TestTransaction t2(0);
@@ -261,7 +261,7 @@ void testReadDelete() {
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 10);
 
     TestTransaction t2(0);
@@ -289,7 +289,7 @@ void testReadWriteDelete() {
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);
 
     TestTransaction t2(0);
@@ -317,7 +317,7 @@ void testReadDeleteInsert() {
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);
 
     TestTransaction t2(0);
@@ -343,7 +343,7 @@ void testAbsent1_1() {
     TART aTART;
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     // a new insert
     TestTransaction t2(0);
     aTART.insert(absentkey1, 456);
@@ -369,7 +369,7 @@ void testAbsent1_2() {
     TART aTART;
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey1, 123);
 
     // a new insert
@@ -394,7 +394,7 @@ void testAbsent1_3() {
     TART aTART;
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);
 
     // a new insert
@@ -422,7 +422,7 @@ void testAbsent2() {
     TART aTART;
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);
 
     // a new insert
@@ -453,7 +453,7 @@ void testAbsent3() {
     usleep(1000);
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey1);
+    aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);
 
     // an update
@@ -483,7 +483,7 @@ void testABA1() {
     }
 
     TestTransaction t1(0);
-    volatile auto x = aTART.lookup(absentkey2);
+    aTART.lookup(absentkey2);
     aTART.insert(absentkey1, 123);
 
     TestTransaction t2(0);
@@ -541,7 +541,7 @@ void testReadWrite() {
     }
 
     TestTransaction t1(0);
-    volatile auto x = art.lookup("hello");
+    art.lookup("hello");
     art.insert("world", 1);
 
     TestTransaction t2(1);
@@ -572,7 +572,7 @@ void testPerNodeV() {
     }
 
     TestTransaction t1(0);
-    volatile auto x = art.lookup("x");
+    art.lookup("x");
     art.insert("z", 13);
 
     TestTransaction t2(1);

From c3828a0d8b0e9cf7ee78379fe0eb196c78eb1e10 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Thu, 28 Jun 2018 20:16:22 -0300
Subject: [PATCH 040/116] TART poison is less poisonous, ABA error detected

---
 datatype/TART.hh   | 25 +++++++++++++++++++++----
 test/bench-tart.cc |  2 +-
 test/unit-tart.cc  | 30 ++++++++++++++++--------------
 3 files changed, 38 insertions(+), 19 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 0a2649ec..846b04fe 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -61,15 +61,32 @@ public:
         return transGet(k);
     }
 
+    // void transPut(TKey k, TVal v) {
+    //     Key art_key;
+    //     art_key.set(k.c_str(), k.size());
+    //     Element* e = (Element*) root_.access().lookup(art_key);
+    //     if (e) {
+    //         if (e->poisoned) {
+    //             throw Transaction::Abort();
+    //         }
+
+    //         Sto::item(this, e).add_write(v);
+    //         return;
+    //     }
+
+    //     e = new Element();
+    //     e->key = k;
+    //     e->val = v;
+    //     e->poisoned = true;
+    //     root_.access().insert(art_key, (TID) e, nullptr);
+    //     Sto::item(this, e).add_write(v);
+    // }
+
     void transPut(TKey k, TVal v) {
         Key art_key;
         art_key.set(k.c_str(), k.size());
         Element* e = (Element*) root_.access().lookup(art_key);
         if (e) {
-            if (e->poisoned) {
-                throw Transaction::Abort();
-            }
-
             Sto::item(this, e).add_write(v);
             return;
         }
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 78377f35..53a04ae4 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -81,6 +81,6 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("lookup,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
     }
 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 01c15ed1..5865ce1a 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -352,16 +352,18 @@ void testAbsent1_1() {
     t1.use();
     try {
         aTART.lookup(absentkey2);
-    } catch (Transaction::Abort e) { }
-    
-    assert(t2.try_commit());
-    {
-        TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        assert(x == 456);
+    } catch (Transaction::Abort e) { 
+        assert(t2.try_commit());
+        {
+            TransactionGuard t;
+            volatile auto x = aTART.lookup(absentkey1);
+            assert(x == 456);
+        }
+        printf("PASS: %s\n", __FUNCTION__);
+        return;
     }
+    assert(false);
 
-    printf("PASS: %s\n", __FUNCTION__);
 
 }
 
@@ -399,7 +401,7 @@ void testAbsent1_3() {
 
     // a new insert
     TestTransaction t2(0);
-    aTART.insert(absentkey2, 456);
+    aTART.insert(absentkey1, 456);
 
     assert(t2.try_commit());
     
@@ -604,17 +606,17 @@ int main() {
     testSimpleErase();
     testEmptyErase();
     multiWrite();
-    // multiThreadWrites();
+    multiThreadWrites();
     testReadDelete(); // problem w/ lacking implementation of erase
     testReadWriteDelete();
     testReadDeleteInsert();
     testAbsent1_1();
     testAbsent1_2();
-    // testAbsent1_3();
+    // testAbsent1_3(); // ABA read insert delete detection no longer exists
     // testAbsent2();
-    // testAbsent3();
-    // testABA1();
-    // testMultiRead();
+    testAbsent3();
+    // testABA1(); // ABA doesn't work
+    testMultiRead();
     testReadWrite();
     testPerNodeV();
     testReadWrite();

From 90bcfa02a05be865638ca5ee1aac0799632415d2 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 29 Jun 2018 08:23:29 -0700
Subject: [PATCH 041/116] Update bench

---
 test/bench-tart.cc | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 53a04ae4..55217500 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -11,11 +11,8 @@
 
 #define NTHREAD 10
 #define NVALS 1000000
-#define KEYSIZE 5
 
 TART art;
-std::string keys[NVALS];
-unsigned vals[NVALS];
 
 std::vector<unsigned char> intToBytes(int paramInt)
 {
@@ -81,6 +78,6 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("lookup,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
 }

From 86f592662ebd0dd1214c0ec2262e369a0ce0cb96 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 29 Jun 2018 08:55:12 -0700
Subject: [PATCH 042/116] Add tart bench

---
 GNUmakefile.in           |   3 ++
 benchmark/CMakeLists.txt |   2 +
 benchmark/TART_bench.cc  |  77 +++++++++++++++++++++++++++
 benchmark/TART_bench.hh  | 111 +++++++++++++++++++++++++++++++++++++++
 benchmark/TART_index.hh  |  72 +++++++++++++++++++++++++
 datatype/TART.hh         |  47 +++++++++--------
 6 files changed, 291 insertions(+), 21 deletions(-)
 create mode 100644 benchmark/TART_bench.cc
 create mode 100644 benchmark/TART_bench.hh
 create mode 100644 benchmark/TART_index.hh

diff --git a/GNUmakefile.in b/GNUmakefile.in
index 6393e2ed..56054f15 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -311,6 +311,9 @@ wiki_bench: $(OBJ)/Wikipedia_bench.o $(OBJ)/Wikipedia_data.o $(INDEX_OBJS)
 voter_bench: $(OBJ)/Voter_bench.o $(OBJ)/Voter_data.o $(INDEX_OBJS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $^ $(LDFLAGS) $(LIBS)
 
+tart_bench: $(OBJ)/TART_bench.o $(INDEX_OBJS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $^ $(LDFLAGS) $(LIBS)
+
 $(MASSTREE_OBJS): masstree ;
 
 .PHONY: masstree
diff --git a/benchmark/CMakeLists.txt b/benchmark/CMakeLists.txt
index 16a83563..b41c807f 100644
--- a/benchmark/CMakeLists.txt
+++ b/benchmark/CMakeLists.txt
@@ -8,6 +8,7 @@ add_executable(micro_bench MicroBenchmarks.cc Micro_structs.hh ${COMMON_HEADERS}
 add_executable(pred_bench Predicate_bench.cc Predicate_bench.hh ${COMMON_HEADERS})
 add_executable(wiki_bench Wikipedia_bench.cc Wikipedia_data.cc Wikipedia_bench.hh Wikipedia_txns.hh Wikipedia_structs.hh Wikipedia_loader.hh ${COMMON_HEADERS} Wikipedia_selectors.hh)
 add_executable(voter_bench Voter_txns.hh Voter_structs.hh Voter_bench.hh Voter_bench.cc Voter_data.cc ${COMMON_HEADERS})
+add_executable(tart_bench TART_bench.hh TART_bench.cc ${COMMON_HEADERS})
 
 target_link_libraries(tpcc_bench db_index sto clp masstree json dprint xxhash ${PLATFORM_LIBRARIES})
 target_link_libraries(ycsb_bench db_index sto clp masstree json dprint xxhash ${PLATFORM_LIBRARIES})
@@ -15,3 +16,4 @@ target_link_libraries(micro_bench db_index sto clp masstree json dprint ${PLATFO
 target_link_libraries(pred_bench db_index sto clp masstree json dprint ${PLATFORM_LIBRARIES})
 target_link_libraries(wiki_bench db_index sto clp masstree json dprint ${PLATFORM_LIBRARIES})
 target_link_libraries(voter_bench db_index sto clp masstree json dprint ${PLATFORM_LIBRARIES})
+target_link_libraries(tart_bench db_index sto clp masstree json dprint ${PLATFORM_LIBRARIES})
diff --git a/benchmark/TART_bench.cc b/benchmark/TART_bench.cc
new file mode 100644
index 00000000..e6bc4851
--- /dev/null
+++ b/benchmark/TART_bench.cc
@@ -0,0 +1,77 @@
+#include "clp.h"
+
+#include "DB_profiler.hh"
+#include "PlatformFeatures.hh"
+#include "TART_bench.hh"
+
+double db_params::constants::processor_tsc_frequency;
+
+enum { opt_nthrs = 1, opt_time };
+
+struct cmd_params {
+    int num_threads;
+    double time_limit;
+
+    cmd_params() : num_threads(1), time_limit(10.0) {}
+};
+
+static const Clp_Option options[] = {
+    { "nthreads", 't', opt_nthrs, Clp_ValInt, Clp_Optional },
+    { "time", 'l', opt_time, Clp_ValDouble, Clp_Optional },
+};
+
+int main(int argc, const char * const *argv) {
+    typedef db_params::db_default_params params;
+    typedef tart_bench::tart_runner<params> r_type;
+    typedef tart_bench::tart_db<params> db_type;
+
+    using tart_bench::initialize_db;
+
+    cmd_params p;
+
+    Clp_Parser *clp = Clp_NewParser(argc, argv, arraysize(options), options);
+    int ret_code = 0;
+    int opt;
+    bool clp_stop = false;
+    while (!clp_stop && ((opt = Clp_Next(clp)) != Clp_Done)) {
+        switch (opt) {
+        case opt_nthrs:
+            p.num_threads = clp->val.i;
+            break;
+        case opt_time:
+            p.time_limit = clp->val.d;
+            break;
+        default:
+            ret_code = 1;
+            clp_stop = true;
+            break;
+        }
+    }
+    Clp_DeleteParser(clp);
+    if (ret_code != 0)
+        return ret_code;
+
+    auto freq = determine_cpu_freq();
+    if (freq ==  0.0)
+        return -1;
+    db_params::constants::processor_tsc_frequency = freq;
+
+    db_type db;
+    const size_t db_size = 256;
+    initialize_db(db, db_size);
+
+    bench::db_profiler prof(false/*don't spawn perf*/);
+    auto nthreads = p.num_threads;
+    auto time_limit = p.time_limit;
+    std::cout << "Number of threads: " << nthreads << std::endl;
+
+    r_type runner(nthreads, time_limit, db);
+
+    size_t ncommits;
+
+    prof.start(Profiler::perf_mode::record);
+    ncommits = runner.run();
+    prof.finish(ncommits);
+
+    return 0;
+}
diff --git a/benchmark/TART_bench.hh b/benchmark/TART_bench.hh
new file mode 100644
index 00000000..95f8f7a9
--- /dev/null
+++ b/benchmark/TART_bench.hh
@@ -0,0 +1,111 @@
+#include <thread>
+
+#include "DB_index.hh"
+#include "TART_index.hh"
+#include "TBox.hh"
+#include "TCounter.hh"
+#include "DB_params.hh"
+
+namespace tart_bench {
+
+typedef std::string tart_key;
+typedef uintptr_t tart_row;
+
+template <typename DBParams>
+class tart_db {
+public:
+    template <typename K, typename V>
+    using TIndex = bench::tart_index<K, V, DBParams>;
+    typedef TIndex<tart_key, tart_row> table_type;
+
+    table_type& table() {
+        return tbl_;
+    }
+    size_t size() const {
+        return size_;
+    }
+    size_t& size() {
+        return size_;
+    }
+private:
+    size_t size_;
+    table_type tbl_;
+};
+
+template <typename DBParams>
+void initialize_db(tart_db<DBParams>& db, size_t db_size) {
+    //db.table().thread_init();
+    for (size_t i = 0; i < db_size; i++)
+        db.table().nontrans_put(std::to_string(i), (tart_row)rand());
+    db.size() = db_size;
+}
+
+template <typename DBParams>
+class tart_runner {
+public:
+    using RowAccess = bench::RowAccess;
+    void run_txn(size_t key) {
+        TRANSACTION_E {
+            bool success, found;
+            uintptr_t value;
+            std::tie(success, found, std::ignore, value) = db.table().select_row(std::to_string(key));
+            if (success) {
+                if (found) {
+                  std::tie(success, found) = db.table().delete_row(std::to_string(key));
+                } else {
+                  std::tie(success, found) = db.table().insert_row(std::to_string(key), *Sto::tx_alloc<tart_row>());
+                }
+            }
+        } RETRY_E(true);
+    }
+
+    // returns the total number of transactions committed
+    size_t run() {
+        std::vector<std::thread> thrs;
+        std::vector<size_t> txn_cnts((size_t)num_runners, 0);
+        for (int i = 0; i < num_runners; ++i)
+            thrs.emplace_back(
+                &tart_runner::runner_thread, this, i, std::ref(txn_cnts[i]));
+        for (auto& t : thrs)
+            t.join();
+        size_t combined_txn_count = 0;
+        for (auto c : txn_cnts)
+            combined_txn_count += c;
+        return combined_txn_count;
+    }
+
+    tart_runner(int nthreads, double time_limit, tart_db<DBParams>& database)
+        : num_runners(nthreads), tsc_elapse_limit(), db(database) {
+        using db_params::constants;
+        tsc_elapse_limit = (uint64_t)(time_limit * constants::processor_tsc_frequency * constants::billion);
+    }
+
+private:
+    void runner_thread(int runner_id, size_t& committed_txns) {
+        ::TThread::set_id(runner_id);
+        //db.table().thread_init();
+        std::mt19937 gen(runner_id);
+        std::uniform_int_distribution<uint64_t> dist(0, db.size() - 1);
+
+        size_t thread_txn_count = 0;
+        auto tsc_begin = read_tsc();
+        size_t key = dist(gen) % db.size();
+        while (true) {
+            run_txn(key);
+            key = (key + 1) % db.size();
+            ++thread_txn_count;
+            if ((thread_txn_count & 0xfful) == 0) {
+                if (read_tsc() - tsc_begin >= tsc_elapse_limit)
+                    break;
+            }
+        }
+
+        committed_txns = thread_txn_count;
+    }
+
+    int num_runners;
+    uint64_t tsc_elapse_limit;
+    tart_db<DBParams> db;
+};
+
+};
diff --git a/benchmark/TART_index.hh b/benchmark/TART_index.hh
new file mode 100644
index 00000000..177e32b7
--- /dev/null
+++ b/benchmark/TART_index.hh
@@ -0,0 +1,72 @@
+#pragma once
+#include "config.h"
+#include "compiler.hh"
+
+#include "Sto.hh"
+
+#include "string.hh"
+#include "TART.hh"
+#include <type_traits>
+
+#include <vector>
+#include "VersionSelector.hh"
+
+namespace bench {
+template <typename K, typename V, typename DBParams>
+class tart_index : public TObject {
+public:
+    typedef K key_type;
+    typedef V value_type;
+
+    typedef std::tuple<bool, bool, uintptr_t, const value_type> sel_return_type;
+    typedef std::tuple<bool, bool>                              ins_return_type;
+    typedef std::tuple<bool, bool>                              del_return_type;
+    
+    tart_index() {
+        art = TART();
+        static_assert(std::is_base_of<std::string, K>::value, "key must be std::string");
+        //static_assert(std::is_base_of<uintptr_t, V>::value, "value must be uintptr_t");
+    }
+    ~tart_index() {}
+
+    // DB operations
+    sel_return_type select_row(const key_type& k) {
+        auto ret = art.lookup(k);
+        return sel_return_type(true, true, 0, ret);
+    }
+    ins_return_type insert_row(const key_type& k, value_type& v, bool overwrite = false) {
+        (void)overwrite;
+        art.insert(k, v);
+        return ins_return_type(true, false);
+    }
+    void update_row(const key_type& k, value_type& v) {
+        art.insert(k, v);
+    }
+    del_return_type delete_row(const key_type& k) {
+        art.erase(k);
+        return del_return_type(true, true);
+    }
+
+    value_type nontrans_get(const key_type& k) {
+        return art.nonTransGet(k);
+    }
+    void nontrans_put(const key_type& k, const value_type& v) {
+        art.nonTransPut(k, v);
+    }
+
+    bool lock(TransItem& item, Transaction& txn) {
+        return art.lock(item, txn);
+    }
+    bool check(TransItem& item, Transaction& txn) {
+        return art.check(item, txn);
+    }
+    void install(TransItem& item, Transaction& txn) {
+        art.install(item, txn);
+    }
+    void unlock(TransItem& item) {
+        art.unlock(item);
+    }
+private:
+    TART art;
+};
+}
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 846b04fe..26928e40 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -57,31 +57,20 @@ public:
         }
     }
 
+    TVal nonTransGet(TKey k) {
+        Key key;
+        key.set(k.c_str(), k.size());
+        Element* e = (Element*) root_.access().lookup(key);
+        if (e) {
+            return e->val;
+        }
+        return 0;
+    }
+
     TVal lookup(TKey k) {
         return transGet(k);
     }
 
-    // void transPut(TKey k, TVal v) {
-    //     Key art_key;
-    //     art_key.set(k.c_str(), k.size());
-    //     Element* e = (Element*) root_.access().lookup(art_key);
-    //     if (e) {
-    //         if (e->poisoned) {
-    //             throw Transaction::Abort();
-    //         }
-
-    //         Sto::item(this, e).add_write(v);
-    //         return;
-    //     }
-
-    //     e = new Element();
-    //     e->key = k;
-    //     e->val = v;
-    //     e->poisoned = true;
-    //     root_.access().insert(art_key, (TID) e, nullptr);
-    //     Sto::item(this, e).add_write(v);
-    // }
-
     void transPut(TKey k, TVal v) {
         Key art_key;
         art_key.set(k.c_str(), k.size());
@@ -99,6 +88,22 @@ public:
         Sto::item(this, e).add_write(v);
     }
 
+    void nonTransPut(TKey k, TVal v) {
+        Key art_key;
+        const char* s = k.c_str();
+        art_key.set(k.c_str(), k.size());
+        Element* e = (Element*) root_.access().lookup(art_key);
+        if (e) {
+            e->val = v;
+            return;
+        }
+
+        e = new Element();
+        e->key = k;
+        e->val = v;
+        root_.access().insert(art_key, (TID) e, nullptr);
+    }
+
     void insert(TKey k, TVal v) {
         transPut(k, v);
     }

From d5f7a16a8ec8a1d7200a5f37bb41043bb5e14334 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 29 Jun 2018 09:24:10 -0700
Subject: [PATCH 043/116] Fix tart_bench

---
 benchmark/TART_bench.hh | 16 ++++++++++++----
 datatype/TART.hh        |  1 -
 test/bench-tart.cc      |  6 +++---
 3 files changed, 15 insertions(+), 8 deletions(-)

diff --git a/benchmark/TART_bench.hh b/benchmark/TART_bench.hh
index 95f8f7a9..271d6e67 100644
--- a/benchmark/TART_bench.hh
+++ b/benchmark/TART_bench.hh
@@ -32,11 +32,19 @@ private:
     table_type tbl_;
 };
 
+std::string intToString(size_t paramInt)
+{
+    std::vector<unsigned char> arrayOfByte(8);
+    for (int i = 0; i < 8; i++)
+        arrayOfByte[7 - i] = (paramInt >> (i * 8));
+    return std::string(arrayOfByte.begin(),arrayOfByte.end());
+}
+
 template <typename DBParams>
 void initialize_db(tart_db<DBParams>& db, size_t db_size) {
     //db.table().thread_init();
     for (size_t i = 0; i < db_size; i++)
-        db.table().nontrans_put(std::to_string(i), (tart_row)rand());
+        db.table().nontrans_put(intToString(i), (tart_row)rand());
     db.size() = db_size;
 }
 
@@ -48,12 +56,12 @@ public:
         TRANSACTION_E {
             bool success, found;
             uintptr_t value;
-            std::tie(success, found, std::ignore, value) = db.table().select_row(std::to_string(key));
+            std::tie(success, found, std::ignore, value) = db.table().select_row(intToString(key));
             if (success) {
                 if (found) {
-                  std::tie(success, found) = db.table().delete_row(std::to_string(key));
+                  std::tie(success, found) = db.table().delete_row(intToString(key));
                 } else {
-                  std::tie(success, found) = db.table().insert_row(std::to_string(key), *Sto::tx_alloc<tart_row>());
+                  std::tie(success, found) = db.table().insert_row(intToString(key), *Sto::tx_alloc<tart_row>());
                 }
             }
         } RETRY_E(true);
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 26928e40..35bcf5b6 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -90,7 +90,6 @@ public:
 
     void nonTransPut(TKey k, TVal v) {
         Key art_key;
-        const char* s = k.c_str();
         art_key.set(k.c_str(), k.size());
         Element* e = (Element*) root_.access().lookup(art_key);
         if (e) {
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 55217500..ab2e1ca0 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -17,9 +17,9 @@ TART art;
 std::vector<unsigned char> intToBytes(int paramInt)
 {
     std::vector<unsigned char> arrayOfByte(4);
-     for (int i = 0; i < 4; i++)
-         arrayOfByte[3 - i] = (paramInt >> (i * 8));
-     return arrayOfByte;
+    for (int i = 0; i < 4; i++)
+        arrayOfByte[3 - i] = (paramInt >> (i * 8));
+    return arrayOfByte;
 }
 
 void insertKey(int thread_id) {

From b08e15ebbdf9ee1b8a3d02222ba29c0109da0114 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 29 Jun 2018 12:16:42 -0700
Subject: [PATCH 044/116] Poison

---
 datatype/TART.hh   | 24 ++++++++++++++++++++++--
 test/bench-tart.cc |  6 +++---
 test/unit-tart.cc  |  6 ++++++
 3 files changed, 31 insertions(+), 5 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 35bcf5b6..bf72315a 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -76,7 +76,11 @@ public:
         art_key.set(k.c_str(), k.size());
         Element* e = (Element*) root_.access().lookup(art_key);
         if (e) {
-            Sto::item(this, e).add_write(v);
+            auto item = Sto::item(this, e);
+            if (!item.has_write() && e->poisoned) {
+                throw Transaction::Abort();
+            }
+            item.add_write(v);
             return;
         }
 
@@ -85,7 +89,12 @@ public:
         e->val = v;
         e->poisoned = true;
         root_.access().insert(art_key, (TID) e, nullptr);
-        Sto::item(this, e).add_write(v);
+        auto item = Sto::item(this, e);
+        item.add_write(v);
+
+        // absent_vers_.lock_exclusive();
+        // Sto::transaction.set_version(absent_vers_);
+        // absent_vers_.unlock_exclusive();
     }
 
     void nonTransPut(TKey k, TVal v) {
@@ -149,6 +158,17 @@ public:
             absent_vers_.cp_unlock(item);
         }
     }
+    void cleanup(TransItem& item, bool committed) override {
+        if (committed) {
+            return;
+        }
+        Element* e = item.template key<Element*>();
+        if (e->poisoned) {
+            Key art_key;
+            art_key.set(e->key.c_str(), e->key.size());
+            root_.access().remove(art_key, (TID) e);
+        }
+    }
     void print(std::ostream& w, const TransItem& item) const override {
         w << "{TART<" << typeid(int).name() << "> " << (void*) this;
         if (item.has_read())
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index ab2e1ca0..55217500 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -17,9 +17,9 @@ TART art;
 std::vector<unsigned char> intToBytes(int paramInt)
 {
     std::vector<unsigned char> arrayOfByte(4);
-    for (int i = 0; i < 4; i++)
-        arrayOfByte[3 - i] = (paramInt >> (i * 8));
-    return arrayOfByte;
+     for (int i = 0; i < 4; i++)
+         arrayOfByte[3 - i] = (paramInt >> (i * 8));
+     return arrayOfByte;
 }
 
 void insertKey(int thread_id) {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 5865ce1a..41b4d88c 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -105,6 +105,12 @@ void testSimple() {
         assert(y == 321);
     }
 
+    {
+        TransactionGuard t;
+        a.insert("foo", 1);
+        a.insert("foo", 2);
+    }
+
     printf("PASS: %s\n", __FUNCTION__);
 }
 

From afe2ce6c72cc0ce0f1a5e5abc63bcd4cfbf01e5b Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 29 Jun 2018 12:34:16 -0700
Subject: [PATCH 045/116] Add insert success bool

---
 ART/Tree.cpp     | 18 ++++++++++++++----
 datatype/TART.hh |  7 ++++++-
 2 files changed, 20 insertions(+), 5 deletions(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index ee77e3a0..7a9aaf81 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -337,7 +337,7 @@ namespace ART_OLC {
         return 0;
     }
 
-    void Tree::insert(const Key &k, TID tid, bool* new_insert) {
+    void Tree::insert(const Key &k, TID tid, bool* success) {
         // EpocheGuard epocheGuard(epocheInfo);
         restart:
         bool needRestart = false;
@@ -389,12 +389,22 @@ namespace ART_OLC {
                                     node->getPrefixLength() - ((nextLevel - level) + 1));
 
                     node->writeUnlock();
-                    if (new_insert) *new_insert = true;
+                    if (success) *success = true;
                     return;
                 }
                 case CheckPrefixPessimisticResult::Match:
                     break;
             }
+            if (nextLevel >= k.getKeyLen()) {
+                node->readUnlockOrRestart(v, needRestart);
+                if (needRestart) goto restart;
+                if (parentNode != nullptr) {
+                    parentNode->readUnlockOrRestart(parentVersion, needRestart);
+                    if (needRestart) goto restart;
+                }
+                if (success) *success = false;
+                return;
+            }
             level = nextLevel;
             nodeKey = k[level];
             nextNode = N::getChild(nodeKey, node);
@@ -404,7 +414,7 @@ namespace ART_OLC {
             if (nextNode == nullptr) {
                 N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
                 if (needRestart) goto restart;
-                if (new_insert) *new_insert = true;
+                if (success) *success = true;
                 return;
             }
 
@@ -431,7 +441,7 @@ namespace ART_OLC {
                 n4->insert(key[level + prefixLength], nextNode);
                 N::change(node, k[level - 1], n4);
                 node->writeUnlock();
-                if (new_insert) *new_insert = false;
+                if (success) *success = true;
                 return;
             }
             level++;
diff --git a/datatype/TART.hh b/datatype/TART.hh
index bf72315a..45753317 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -88,7 +88,12 @@ public:
         e->key = k;
         e->val = v;
         e->poisoned = true;
-        root_.access().insert(art_key, (TID) e, nullptr);
+        bool success;
+        root_.access().insert(art_key, (TID) e, &success);
+        if (!success) {
+            free(e);
+            throw Transaction::Abort();
+        }
         auto item = Sto::item(this, e);
         item.add_write(v);
 

From cb7205c96639caf2a625551d8262e34fe18b6218 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 29 Jun 2018 15:57:18 -0400
Subject: [PATCH 046/116] Fix duplicate inserts

---
 ART/Tree.cpp | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 7a9aaf81..01763dc3 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -434,6 +434,11 @@ namespace ART_OLC {
                 uint32_t prefixLength = 0;
                 while (key[level + prefixLength] == k[level + prefixLength]) {
                     prefixLength++;
+                    if (level + prefixLength >= k.getKeyLen()) {
+                        node->writeUnlock();
+                        if (success) *success = false;
+                        return;
+                    }
                 }
 
                 auto n4 = new N4(&k[level], prefixLength);

From d628b3231a0d9aa474acfa43fc15cd54761c9d3c Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Sun, 1 Jul 2018 16:17:29 -0400
Subject: [PATCH 047/116] Start per node absent versions

---
 ART/N.h          |  3 +++
 ART/Tree.cpp     | 12 ++++++------
 ART/Tree.h       |  2 +-
 datatype/TART.hh | 46 +++++++++++++++++++++++++++++-----------------
 4 files changed, 39 insertions(+), 24 deletions(-)

diff --git a/ART/N.h b/ART/N.h
index 67b7f98a..45bd798f 100644
--- a/ART/N.h
+++ b/ART/N.h
@@ -12,6 +12,7 @@
 #include <string.h>
 #include <functional>
 #include "Key.h"
+#include "Sto.hh"
 
 namespace ART { }
 
@@ -65,6 +66,8 @@ namespace ART_OLC {
 
         NTypes getType() const;
 
+        TVersion vers;
+
         uint32_t getCount() const;
 
         bool isLocked(uint64_t version) const;
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 01763dc3..7108dad1 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -26,7 +26,7 @@ namespace ART_OLC {
     //     return ThreadInfo(this->epoche);
     // }
 
-    TID Tree::lookup(const Key &k) const {
+    std::pair<TID, N*> Tree::lookup(const Key &k) const {
         // EpocheGuardReadonly epocheGuard(threadEpocheInfo);
         restart:
         bool needRestart = false;
@@ -45,13 +45,13 @@ namespace ART_OLC {
                 case CheckPrefixResult::NoMatch:
                     node->readUnlockOrRestart(v, needRestart);
                     if (needRestart) goto restart;
-                    return 0;
+                    return {0, node};
                 case CheckPrefixResult::OptimisticMatch:
                     optimisticPrefixMatch = true;
                     // fallthrough
                 case CheckPrefixResult::Match:
                     if (k.getKeyLen() <= level) {
-                        return 0;
+                        return {0, node};
                     }
                     parentNode = node;
                     node = N::getChild(k[level], parentNode);
@@ -59,7 +59,7 @@ namespace ART_OLC {
                     if (needRestart) goto restart;
 
                     if (node == nullptr) {
-                        return 0;
+                        return {0, parentNode};
                     }
                     if (N::isLeaf(node)) {
                         parentNode->readUnlockOrRestart(v, needRestart);
@@ -67,9 +67,9 @@ namespace ART_OLC {
 
                         TID tid = N::getLeaf(node);
                         if (level < k.getKeyLen() - 1 || optimisticPrefixMatch) {
-                            return checkKey(tid, k);
+                            return {checkKey(tid, k), nullptr};
                         }
-                        return tid;
+                        return {tid, nullptr};
                     }
                     level++;
             }
diff --git a/ART/Tree.h b/ART/Tree.h
index ecd3c646..3e5575fb 100644
--- a/ART/Tree.h
+++ b/ART/Tree.h
@@ -70,7 +70,7 @@ namespace ART_OLC {
 
         ~Tree();
 
-        TID lookup(const Key &k) const;
+        std::pair<TID, N*> lookup(const Key &k) const;
 
         bool lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[], std::size_t resultLen,
                          std::size_t &resultCount) const;
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 45753317..fbba787f 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -8,12 +8,15 @@
 #include "simple_str.hh"
 #include "print_value.hh"
 #include "../ART/Tree.h"
+#include "../ART/N.h"
 
 class TART : public TObject {
 public:
     typedef std::string TKey;
     typedef uintptr_t TVal;
 
+    typedef std::pair<TID, N*> item_key;
+
     struct Element {
         TKey key;
         TVal val;
@@ -39,8 +42,9 @@ public:
     TVal transGet(TKey k) {
         Key key;
         key.set(k.c_str(), k.size());
-        Element* e = (Element*) root_.access().lookup(key);
-        auto item = Sto::item(this, e);
+        auto r = root_.access().lookup(key);
+        Element* e = (Element*) r.first;
+        auto item = Sto::item(this, r);
         if (e != nullptr && item.has_write()) {
             return item.template write_value<TVal>();
         }
@@ -51,7 +55,9 @@ public:
             e->vers.observe_read(item);
             return e->val;
         } else {
-            absent_vers_.observe_read(item);
+            assert(r.second);
+            r.second->vers.observe_read(item);
+            // absent_vers_.observe_read(item);
             item.add_flags(absent_bit);
             return 0;
         }
@@ -60,7 +66,8 @@ public:
     TVal nonTransGet(TKey k) {
         Key key;
         key.set(k.c_str(), k.size());
-        Element* e = (Element*) root_.access().lookup(key);
+        auto r = root_.access().lookup(key);
+        Element* e = (Element*) r.first;
         if (e) {
             return e->val;
         }
@@ -74,9 +81,10 @@ public:
     void transPut(TKey k, TVal v) {
         Key art_key;
         art_key.set(k.c_str(), k.size());
-        Element* e = (Element*) root_.access().lookup(art_key);
+        auto r = root_.access().lookup(art_key);
+        Element* e = (Element*) r.first;
         if (e) {
-            auto item = Sto::item(this, e);
+            auto item = Sto::item(this, r);
             if (!item.has_write() && e->poisoned) {
                 throw Transaction::Abort();
             }
@@ -94,7 +102,7 @@ public:
             free(e);
             throw Transaction::Abort();
         }
-        auto item = Sto::item(this, e);
+        auto item = Sto::item(this, {e, r.second});
         item.add_write(v);
 
         // absent_vers_.lock_exclusive();
@@ -126,26 +134,29 @@ public:
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        Element* e = item.template key<Element*>();
-        if (e == nullptr) {
-            return absent_vers_.is_locked_here() || txn.try_lock(item, absent_vers_);
+        item_key k = item.template key<item_key>();
+        if (k.first == 0) {
+            return txn.try_lock(item, k.second->vers);
         } else {
+            Element* e = (Element*) k.first;
             return txn.try_lock(item, e->vers);
         }
     }
     bool check(TransItem& item, Transaction& txn) override {
-        Element* e = item.template key<Element*>();
+        item_key k = item.template key<item_key>();
         if (item.has_flag(absent_bit)) {
-            // written items are not checked
-            // if an item was read w.o absent bit and is no longer found, abort
-            return absent_vers_.cp_check_version(txn, item);
+            return k.second->vers.cp_check_version(txn, item);
 
         }
         // if an item w/ absent bit and is found, abort
+        Element* e = (Element*) k.first;
         return e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        Element* e = item.template key<Element*>();
+        item_key k = item.template key<item_key>();
+        Element* e = (Element* ) k.first;
+
+        // XXX: Also need to change parent version number if it exists
 
         assert(e);
         Key art_key;
@@ -155,8 +166,9 @@ public:
         txn.set_version_unlock(e->vers, item);
     }
     void unlock(TransItem& item) override {
-        Element* e = item.template key<Element*>();
-        if (e != nullptr) {
+        item_key k = item.template key<item_key>();
+        if (k.first != 0) {
+            Element* e = (Element*) k.first;
             e->vers.cp_unlock(item);
         } else if (absent_vers_.is_locked_here()) {
             Sto::transaction()->set_version(absent_vers_);

From b78a69c4bb3f521da519a17db1c9cdf7869c2ff5 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 2 Jul 2018 08:40:13 -0700
Subject: [PATCH 048/116] Per node absent

---
 ART/Tree.cpp     |  4 ++--
 datatype/TART.hh | 41 +++++++++++++++++++++--------------------
 2 files changed, 23 insertions(+), 22 deletions(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 7108dad1..45212948 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -67,9 +67,9 @@ namespace ART_OLC {
 
                         TID tid = N::getLeaf(node);
                         if (level < k.getKeyLen() - 1 || optimisticPrefixMatch) {
-                            return {checkKey(tid, k), nullptr};
+                            return {checkKey(tid, k), parentNode};
                         }
-                        return {tid, nullptr};
+                        return {tid, parentNode};
                     }
                     level++;
             }
diff --git a/datatype/TART.hh b/datatype/TART.hh
index fbba787f..2e80fcd9 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -15,7 +15,7 @@ public:
     typedef std::string TKey;
     typedef uintptr_t TVal;
 
-    typedef std::pair<TID, N*> item_key;
+    typedef std::pair<TID, ART_OLC::N*> item_key;
 
     struct Element {
         TKey key;
@@ -33,7 +33,7 @@ public:
     typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
     static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit;
-    static constexpr TransItem::flags_type absent_bit = TransItem::user0_bit<<1;
+    static constexpr TransItem::flags_type new_insert_bit = TransItem::user0_bit<<1;
 
     TART() {
         root_.access().setLoadKey(TART::loadKey);
@@ -58,7 +58,6 @@ public:
             assert(r.second);
             r.second->vers.observe_read(item);
             // absent_vers_.observe_read(item);
-            item.add_flags(absent_bit);
             return 0;
         }
     }
@@ -102,8 +101,10 @@ public:
             free(e);
             throw Transaction::Abort();
         }
-        auto item = Sto::item(this, {e, r.second});
+        item_key itemk = {(TID) e, r.second};
+        auto item = Sto::item(this, itemk);
         item.add_write(v);
+        item.add_flags(new_insert_bit);
 
         // absent_vers_.lock_exclusive();
         // Sto::transaction.set_version(absent_vers_);
@@ -113,7 +114,8 @@ public:
     void nonTransPut(TKey k, TVal v) {
         Key art_key;
         art_key.set(k.c_str(), k.size());
-        Element* e = (Element*) root_.access().lookup(art_key);
+        auto r = root_.access().lookup(art_key);
+        Element* e = (Element*) r.first;
         if (e) {
             e->val = v;
             return;
@@ -135,8 +137,8 @@ public:
 
     bool lock(TransItem& item, Transaction& txn) override {
         item_key k = item.template key<item_key>();
-        if (k.first == 0) {
-            return txn.try_lock(item, k.second->vers);
+        if (item.has_flag(new_insert_bit) || k.first == 0) {
+            return k.second->vers.is_locked_here() || txn.try_lock(item, k.second->vers);
         } else {
             Element* e = (Element*) k.first;
             return txn.try_lock(item, e->vers);
@@ -144,9 +146,8 @@ public:
     }
     bool check(TransItem& item, Transaction& txn) override {
         item_key k = item.template key<item_key>();
-        if (item.has_flag(absent_bit)) {
+        if (item.has_flag(new_insert_bit) || k.first == 0) {
             return k.second->vers.cp_check_version(txn, item);
-
         }
         // if an item w/ absent bit and is found, abort
         Element* e = (Element*) k.first;
@@ -155,24 +156,24 @@ public:
     void install(TransItem& item, Transaction& txn) override {
         item_key k = item.template key<item_key>();
         Element* e = (Element* ) k.first;
-
-        // XXX: Also need to change parent version number if it exists
-
         assert(e);
-        Key art_key;
-        art_key.set(e->key.c_str(), e->key.size());
         e->poisoned = false;
-        e->val = item.template write_value<TVal>();
-        txn.set_version_unlock(e->vers, item);
+
+        if (item.has_flag(new_insert_bit)) {
+            txn.set_version_unlock(k.second->vers, item);
+        } else {
+            e->val = item.template write_value<TVal>();
+            txn.set_version_unlock(e->vers, item);
+        }
     }
     void unlock(TransItem& item) override {
         item_key k = item.template key<item_key>();
-        if (k.first != 0) {
+        if (item.has_flag(new_insert_bit) || k.first == 0) {
+            if (k.second->vers.is_locked_here()) k.second->vers.cp_unlock(item);
+        } else {
             Element* e = (Element*) k.first;
+            assert(e);
             e->vers.cp_unlock(item);
-        } else if (absent_vers_.is_locked_here()) {
-            Sto::transaction()->set_version(absent_vers_);
-            absent_vers_.cp_unlock(item);
         }
     }
     void cleanup(TransItem& item, bool committed) override {

From 5697ca8a53a52aff2a8e9566d463aff808446c3a Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 2 Jul 2018 13:25:43 -0400
Subject: [PATCH 049/116] Fix cleanup bug

---
 datatype/TART.hh   |  4 ++--
 test/bench-tart.cc |  4 ++--
 test/unit-tart.cc  | 18 ++++++++----------
 3 files changed, 12 insertions(+), 14 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 2e80fcd9..954c8bde 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -180,7 +180,8 @@ public:
         if (committed) {
             return;
         }
-        Element* e = item.template key<Element*>();
+        item_key r = item.template key<item_key>();
+        Element* e = (Element*) r.first;
         if (e->poisoned) {
             Key art_key;
             art_key.set(e->key.c_str(), e->key.size());
@@ -196,6 +197,5 @@ public:
         w << "}";
     }
 protected:
-    Version_type absent_vers_;
     TOpaqueWrapped<ART_OLC::Tree> root_;
 };
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 55217500..96cb69f2 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -9,8 +9,8 @@
 #include "Transaction.hh"
 #include <unistd.h>
 
-#define NTHREAD 10
-#define NVALS 1000000
+#define NTHREAD 50
+#define NVALS 10000000
 
 TART art;
 
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 41b4d88c..accab634 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -527,11 +527,9 @@ void testMultiRead() {
 
     TestTransaction t1(0);
     volatile auto x = art.lookup("hello");
-    art.insert(checkkey, 100);
 
     TestTransaction t2(1);
     volatile auto y = art.lookup("hello");
-    art.insert(checkkey, 100);
     assert(t2.try_commit());
 
     t1.use();
@@ -611,16 +609,16 @@ int main() {
     testSimple2();
     testSimpleErase();
     testEmptyErase();
-    multiWrite();
-    multiThreadWrites();
-    testReadDelete(); // problem w/ lacking implementation of erase
-    testReadWriteDelete();
-    testReadDeleteInsert();
-    testAbsent1_1();
-    testAbsent1_2();
+    // multiWrite();
+    // multiThreadWrites();
+    // testReadDelete(); // problem w/ lacking implementation of erase
+    // testReadWriteDelete();
+    // testReadDeleteInsert();
+    // testAbsent1_1();
+    // testAbsent1_2();
     // testAbsent1_3(); // ABA read insert delete detection no longer exists
     // testAbsent2();
-    testAbsent3();
+    // testAbsent3();
     // testABA1(); // ABA doesn't work
     testMultiRead();
     testReadWrite();

From 52909b24107c5f7590d4a58578206ac53b611302 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 11:54:04 -0300
Subject: [PATCH 050/116] fixes to tests

---
 datatype/TART.hh  |  5 +++++
 test/unit-tart.cc | 45 ++++++++++++++++++++++++++++-----------------
 2 files changed, 33 insertions(+), 17 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 954c8bde..0c1f78a4 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -145,8 +145,10 @@ public:
         }
     }
     bool check(TransItem& item, Transaction& txn) override {
+        printf("check\n");
         item_key k = item.template key<item_key>();
         if (item.has_flag(new_insert_bit) || k.first == 0) {
+            printf("new bit\n");
             return k.second->vers.cp_check_version(txn, item);
         }
         // if an item w/ absent bit and is found, abort
@@ -154,12 +156,14 @@ public:
         return e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
+        printf("install\n");
         item_key k = item.template key<item_key>();
         Element* e = (Element* ) k.first;
         assert(e);
         e->poisoned = false;
 
         if (item.has_flag(new_insert_bit)) {
+            printf("installed new thing, unpoisoned\n");
             txn.set_version_unlock(k.second->vers, item);
         } else {
             e->val = item.template write_value<TVal>();
@@ -183,6 +187,7 @@ public:
         item_key r = item.template key<item_key>();
         Element* e = (Element*) r.first;
         if (e->poisoned) {
+            printf("cleaned poison\n");
             Key art_key;
             art_key.set(e->key.c_str(), e->key.size());
             root_.access().remove(art_key, (TID) e);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index accab634..1984d35a 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -17,7 +17,9 @@
 
 std::string absentkey1 = "hello";
 std::string absentkey2 = "1234";
-std::string checkkey = "check";
+std::string checkkey = "check1";
+std::string checkkey2 = "check2";
+std::string checkkey3 = "check3";
 
 void NoChecks() {
     TART aTART;
@@ -236,6 +238,10 @@ void multiWrite() {
 
 void multiThreadWrites() {
     TART aTART;
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey2, 456);
+    }
 
     TestTransaction t1(0);
     aTART.insert(absentkey2, 123);
@@ -332,13 +338,14 @@ void testReadDeleteInsert() {
     TestTransaction t3(0);
     aTART.insert(absentkey1, 10);
     assert(t2.try_commit());
+    assert(t3.try_commit());
     assert(!t1.try_commit());
 
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
         volatile auto y = aTART.lookup(absentkey2);
-        assert(x == 0);
+        assert(x == 10);
         assert(y == 10);
     }
 
@@ -375,16 +382,20 @@ void testAbsent1_1() {
 
 void testAbsent1_2() {
     TART aTART;
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey1,1);
+    }
 
     TestTransaction t1(0);
     aTART.lookup(absentkey1);
     aTART.insert(absentkey1, 123);
 
     // a new insert
-    TestTransaction t2(0);
-    try {
-        aTART.insert(absentkey1, 456);
-    } catch (Transaction::Abort e) { }
+    // TestTransaction t2(0);
+    // try {
+    //     aTART.insert(absentkey1, 456);
+    // } catch (Transaction::Abort e) { printf("expected poison\n");}
 
     assert(t1.try_commit());
 
@@ -609,17 +620,17 @@ int main() {
     testSimple2();
     testSimpleErase();
     testEmptyErase();
-    // multiWrite();
-    // multiThreadWrites();
-    // testReadDelete(); // problem w/ lacking implementation of erase
-    // testReadWriteDelete();
-    // testReadDeleteInsert();
-    // testAbsent1_1();
-    // testAbsent1_2();
-    // testAbsent1_3(); // ABA read insert delete detection no longer exists
-    // testAbsent2();
-    // testAbsent3();
-    // testABA1(); // ABA doesn't work
+    multiWrite();
+    multiThreadWrites();
+    testReadDelete(); // problem w/ lacking implementation of erase
+    testReadWriteDelete();
+    testReadDeleteInsert();
+    testAbsent1_1();
+    testAbsent1_2();
+    testAbsent1_3(); // ABA read insert delete detection no longer exists
+    testAbsent2();
+    testAbsent3();
+    testABA1(); // ABA doesn't work
     testMultiRead();
     testReadWrite();
     testPerNodeV();

From 5438179e9e601e647fdb46e3d4bdad594a1e88df Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 3 Jul 2018 08:25:27 -0700
Subject: [PATCH 051/116] Add multi items

---
 datatype/TART.hh   | 83 +++++++++++++++++++++-------------------------
 test/bench-tart.cc |  4 +--
 test/unit-tart.cc  | 20 +++++------
 3 files changed, 49 insertions(+), 58 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 954c8bde..7fc6a2fd 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -14,8 +14,7 @@ class TART : public TObject {
 public:
     typedef std::string TKey;
     typedef uintptr_t TVal;
-
-    typedef std::pair<TID, ART_OLC::N*> item_key;
+    typedef ART_OLC::N Node;
 
     struct Element {
         TKey key;
@@ -32,7 +31,7 @@ public:
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
-    static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit;
+    static constexpr TransItem::flags_type parent_bit = TransItem::user0_bit;
     static constexpr TransItem::flags_type new_insert_bit = TransItem::user0_bit<<1;
 
     TART() {
@@ -44,22 +43,22 @@ public:
         key.set(k.c_str(), k.size());
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
-        auto item = Sto::item(this, r);
-        if (e != nullptr && item.has_write()) {
-            return item.template write_value<TVal>();
-        }
         if (e) {
+            auto item = Sto::item(this, e);
+            if (item.has_write()) {
+                return item.template write_value<TVal>();
+            }
             if (e->poisoned) {
                 throw Transaction::Abort();
             }
             e->vers.observe_read(item);
             return e->val;
-        } else {
-            assert(r.second);
-            r.second->vers.observe_read(item);
-            // absent_vers_.observe_read(item);
-            return 0;
         }
+        assert(r.second);
+        auto item = Sto::item(this, r.second);
+        item.add_flags(parent_bit);
+        r.second->vers.observe_read(item);
+        return 0;
     }
 
     TVal nonTransGet(TKey k) {
@@ -83,7 +82,7 @@ public:
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
-            auto item = Sto::item(this, r);
+            auto item = Sto::item(this, e);
             if (!item.has_write() && e->poisoned) {
                 throw Transaction::Abort();
             }
@@ -101,14 +100,10 @@ public:
             free(e);
             throw Transaction::Abort();
         }
-        item_key itemk = {(TID) e, r.second};
-        auto item = Sto::item(this, itemk);
-        item.add_write(v);
-        item.add_flags(new_insert_bit);
-
-        // absent_vers_.lock_exclusive();
-        // Sto::transaction.set_version(absent_vers_);
-        // absent_vers_.unlock_exclusive();
+        auto item_el = Sto::item(this, e);
+        auto item_parent = Sto::item(this, r.second);
+        item_el.add_write(v);
+        item_parent.add_flags(parent_bit);
     }
 
     void nonTransPut(TKey k, TVal v) {
@@ -136,52 +131,48 @@ public:
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
-        item_key k = item.template key<item_key>();
-        if (item.has_flag(new_insert_bit) || k.first == 0) {
-            return k.second->vers.is_locked_here() || txn.try_lock(item, k.second->vers);
+        if (item.has_flag(parent_bit)) {
+            Node* parent = item.template key<Node*>();
+            return parent->vers.is_locked_here() || txn.try_lock(item, parent->vers);
         } else {
-            Element* e = (Element*) k.first;
+            Element* e = item.template key<Element*>();
             return txn.try_lock(item, e->vers);
         }
     }
     bool check(TransItem& item, Transaction& txn) override {
-        item_key k = item.template key<item_key>();
-        if (item.has_flag(new_insert_bit) || k.first == 0) {
-            return k.second->vers.cp_check_version(txn, item);
+        if (item.has_flag(parent_bit)) {
+            Node* parent = item.template key<Node*>();
+            return parent->vers.cp_check_version(txn, item);
+        } else {
+            Element* e = item.template key<Element*>();
+            return e->vers.cp_check_version(txn, item);
         }
-        // if an item w/ absent bit and is found, abort
-        Element* e = (Element*) k.first;
-        return e->vers.cp_check_version(txn, item);
     }
     void install(TransItem& item, Transaction& txn) override {
-        item_key k = item.template key<item_key>();
-        Element* e = (Element* ) k.first;
-        assert(e);
-        e->poisoned = false;
-
-        if (item.has_flag(new_insert_bit)) {
-            txn.set_version_unlock(k.second->vers, item);
+        if (item.has_flag(parent_bit)) {
+            Node* parent = item.template key<Node*>();
+            txn.set_version_unlock(parent->vers, item);
         } else {
+            Element* e = item.template key<Element*>();
+            e->poisoned = false;
             e->val = item.template write_value<TVal>();
             txn.set_version_unlock(e->vers, item);
         }
     }
     void unlock(TransItem& item) override {
-        item_key k = item.template key<item_key>();
-        if (item.has_flag(new_insert_bit) || k.first == 0) {
-            if (k.second->vers.is_locked_here()) k.second->vers.cp_unlock(item);
+        if (item.has_flag(parent_bit)) {
+            Node* parent = item.template key<Node*>();
+            if (parent->vers.is_locked_here()) parent->vers.cp_unlock(item);
         } else {
-            Element* e = (Element*) k.first;
-            assert(e);
+            Element* e = item.template key<Element*>();
             e->vers.cp_unlock(item);
         }
     }
     void cleanup(TransItem& item, bool committed) override {
-        if (committed) {
+        if (committed || item.has_flag(parent_bit)) {
             return;
         }
-        item_key r = item.template key<item_key>();
-        Element* e = (Element*) r.first;
+        Element* e = item.template key<Element*>();
         if (e->poisoned) {
             Key art_key;
             art_key.set(e->key.c_str(), e->key.size());
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 96cb69f2..55217500 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -9,8 +9,8 @@
 #include "Transaction.hh"
 #include <unistd.h>
 
-#define NTHREAD 50
-#define NVALS 10000000
+#define NTHREAD 10
+#define NVALS 1000000
 
 TART art;
 
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index accab634..1c08428a 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -381,10 +381,10 @@ void testAbsent1_2() {
     aTART.insert(absentkey1, 123);
 
     // a new insert
-    TestTransaction t2(0);
-    try {
-        aTART.insert(absentkey1, 456);
-    } catch (Transaction::Abort e) { }
+    // TestTransaction t2(0);
+    // try {
+    //     aTART.insert(absentkey1, 456);
+    // } catch (Transaction::Abort e) { }
 
     assert(t1.try_commit());
 
@@ -612,13 +612,13 @@ int main() {
     // multiWrite();
     // multiThreadWrites();
     // testReadDelete(); // problem w/ lacking implementation of erase
-    // testReadWriteDelete();
-    // testReadDeleteInsert();
-    // testAbsent1_1();
-    // testAbsent1_2();
+    testReadWriteDelete();
+    testReadDeleteInsert();
+    testAbsent1_1();
+    testAbsent1_2();
     // testAbsent1_3(); // ABA read insert delete detection no longer exists
-    // testAbsent2();
-    // testAbsent3();
+    testAbsent2();
+    testAbsent3();
     // testABA1(); // ABA doesn't work
     testMultiRead();
     testReadWrite();

From 48c20a88a50a8ae1ca43890a4d6ac414299f7e30 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 3 Jul 2018 08:35:31 -0700
Subject: [PATCH 052/116] Fix bug

---
 datatype/TART.hh  |  2 +-
 test/unit-tart.cc | 22 +++++++++++-----------
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index a47179a9..d5b38b9b 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -102,6 +102,7 @@ public:
         }
         auto item_el = Sto::item(this, e);
         auto item_parent = Sto::item(this, r.second);
+        item_parent.add_write(v);
         item_el.add_write(v);
         item_parent.add_flags(parent_bit);
     }
@@ -174,7 +175,6 @@ public:
         }
         Element* e = item.template key<Element*>();
         if (e->poisoned) {
-            printf("cleaned poison\n");
             Key art_key;
             art_key.set(e->key.c_str(), e->key.size());
             root_.access().remove(art_key, (TID) e);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 1984d35a..838c353e 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -616,17 +616,17 @@ int main() {
     // Checks();
     // return 0;
 
-    testSimple();
-    testSimple2();
-    testSimpleErase();
-    testEmptyErase();
-    multiWrite();
-    multiThreadWrites();
-    testReadDelete(); // problem w/ lacking implementation of erase
-    testReadWriteDelete();
-    testReadDeleteInsert();
-    testAbsent1_1();
-    testAbsent1_2();
+    // testSimple();
+    // testSimple2();
+    // testSimpleErase();
+    // testEmptyErase();
+    // multiWrite();
+    // multiThreadWrites();
+    // testReadDelete(); // problem w/ lacking implementation of erase
+    // testReadWriteDelete();
+    // testReadDeleteInsert();
+    // testAbsent1_1();
+    // testAbsent1_2();
     testAbsent1_3(); // ABA read insert delete detection no longer exists
     testAbsent2();
     testAbsent3();

From 47324917a3b16d8bdc5df4737856aae725e1ded5 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 12:42:51 -0300
Subject: [PATCH 053/116] fixed tests

---
 test/unit-tart.cc | 41 ++++++++++++++++++++---------------------
 1 file changed, 20 insertions(+), 21 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 1984d35a..c8261a2c 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -352,6 +352,7 @@ void testReadDeleteInsert() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+// test that reading poisoned val aborts
 void testAbsent1_1() {
     TART aTART;
 
@@ -380,22 +381,19 @@ void testAbsent1_1() {
 
 }
 
+// test you can write to a key after absent reading it
 void testAbsent1_2() {
     TART aTART;
-    {
-        TransactionGuard t;
-        aTART.insert(absentkey1,1);
-    }
 
     TestTransaction t1(0);
     aTART.lookup(absentkey1);
     aTART.insert(absentkey1, 123);
 
     // a new insert
-    // TestTransaction t2(0);
-    // try {
-    //     aTART.insert(absentkey1, 456);
-    // } catch (Transaction::Abort e) { printf("expected poison\n");}
+    TestTransaction t2(0);
+    try {
+        aTART.insert(absentkey1, 456);
+    } catch (Transaction::Abort e) { printf("expected poison\n");}
 
     assert(t1.try_commit());
 
@@ -406,9 +404,9 @@ void testAbsent1_2() {
     }
 
     printf("PASS: %s\n", __FUNCTION__);
-
 }
 
+// test that absent read detects changes made by other threads
 void testAbsent1_3() {
     TART aTART;
 
@@ -437,26 +435,28 @@ void testAbsent1_3() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
-void testAbsent2() {
+// 
+void testAbsent2_2() {
     TART aTART;
 
     TestTransaction t1(0);
     aTART.lookup(absentkey1);
+    aTART.insert(absentkey1, 123);
+    aTART.lookup(absentkey2);
     aTART.insert(absentkey2, 123);
 
     // a new insert
     TestTransaction t2(0);
-    aTART.insert(absentkey2, 456);
+    try {
+        aTART.insert(absentkey1, 456);
+    } catch (Transaction::Abort e) { printf("expected poison\n");}
 
-    assert(t2.try_commit());
-    assert(!t1.try_commit());
+    assert(t1.try_commit());
 
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
-        assert(y == 456);
-        assert(x == 0);
+        assert(x == 123);
     }
 
     printf("PASS: %s\n", __FUNCTION__);
@@ -469,15 +469,13 @@ void testAbsent3() {
     aTART.insert(absentkey2, 10);
     assert(t0.try_commit());
 
-    usleep(1000);
-
     TestTransaction t1(0);
     aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);
 
     // an update
     TestTransaction t2(0);
-    aTART.insert(absentkey2, 456);
+    aTART.insert(checkkey, 456);
 
     assert(t2.try_commit());
     assert(t1.try_commit());
@@ -486,12 +484,13 @@ void testAbsent3() {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
         volatile auto y = aTART.lookup(absentkey2);
+        volatile auto z = aTART.lookup(checkkey);
         assert(y == 123);
         assert(x == 0);
+        assert(z == 456);
     }
 
     printf("PASS: %s\n", __FUNCTION__);
-
 }
 
 void testABA1() {
@@ -628,7 +627,7 @@ int main() {
     testAbsent1_1();
     testAbsent1_2();
     testAbsent1_3(); // ABA read insert delete detection no longer exists
-    testAbsent2();
+    testAbsent2_2();
     testAbsent3();
     testABA1(); // ABA doesn't work
     testMultiRead();

From 75bafa20f49cd99fb144cac23e56294de4a3947c Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 12:46:22 -0300
Subject: [PATCH 054/116] new test absent 3

---
 test/unit-tart.cc | 28 +++++++++++++---------------
 1 file changed, 13 insertions(+), 15 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 9d32868f..0e1bb015 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -17,6 +17,7 @@
 
 std::string absentkey1 = "hello";
 std::string absentkey2 = "1234";
+std::string absentkey2_1 = "1245";
 std::string checkkey = "check1";
 std::string checkkey2 = "check2";
 std::string checkkey3 = "check3";
@@ -465,9 +466,6 @@ void testAbsent2_2() {
 
 void testAbsent3() {
     TART aTART;
-    TestTransaction t0(0);
-    aTART.insert(absentkey2, 10);
-    assert(t0.try_commit());
 
     TestTransaction t1(0);
     aTART.lookup(absentkey1);
@@ -475,7 +473,7 @@ void testAbsent3() {
 
     // an update
     TestTransaction t2(0);
-    aTART.insert(checkkey, 456);
+    aTART.insert(absentkey2_1, 456);
 
     assert(t2.try_commit());
     assert(t1.try_commit());
@@ -615,17 +613,17 @@ int main() {
     // Checks();
     // return 0;
 
-    // testSimple();
-    // testSimple2();
-    // testSimpleErase();
-    // testEmptyErase();
-    // multiWrite();
-    // multiThreadWrites();
-    // testReadDelete(); // problem w/ lacking implementation of erase
-    // testReadWriteDelete();
-    // testReadDeleteInsert();
-    // testAbsent1_1();
-    // testAbsent1_2();
+    testSimple();
+    testSimple2();
+    testSimpleErase();
+    testEmptyErase();
+    multiWrite();
+    multiThreadWrites();
+    testReadDelete(); // problem w/ lacking implementation of erase
+    testReadWriteDelete();
+    testReadDeleteInsert();
+    testAbsent1_1();
+    testAbsent1_2();
     testAbsent1_3(); // ABA read insert delete detection no longer exists
     testAbsent2_2();
     testAbsent3();

From a2cb88e6f8b69d01615fb2a0b4cfa03e48399649 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 12:50:50 -0300
Subject: [PATCH 055/116] testabsent 3 is actually new now and should work

---
 test/unit-tart.cc | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 0e1bb015..2dbb86bf 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -467,6 +467,10 @@ void testAbsent2_2() {
 void testAbsent3() {
     TART aTART;
 
+    TestTransaction t0(0);
+    aTART.insert(absentkey2, 123);
+    assert(t0.try_commit());
+
     TestTransaction t1(0);
     aTART.lookup(absentkey1);
     aTART.insert(absentkey2, 123);

From d3858d21ceafe80dedb6df60333c37efc758ea58 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 12:59:39 -0300
Subject: [PATCH 056/116] more absent 3's

---
 test/unit-tart.cc | 35 +++++++++++++++++++++++++++++++++++
 1 file changed, 35 insertions(+)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 2dbb86bf..d08af9e4 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -18,6 +18,7 @@
 std::string absentkey1 = "hello";
 std::string absentkey2 = "1234";
 std::string absentkey2_1 = "1245";
+std::string absentkey2_2 = "1256";
 std::string checkkey = "check1";
 std::string checkkey2 = "check2";
 std::string checkkey3 = "check3";
@@ -467,6 +468,39 @@ void testAbsent2_2() {
 void testAbsent3() {
     TART aTART;
 
+    TestTransaction t0(0);
+    aTART.insert(absentkey2, 123);
+    aTART.insert(absentkey2_1, 456);
+
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    // an update
+    TestTransaction t2(0);
+    aTART.insert(absentkey2_2, 456);
+
+    assert(t2.try_commit());
+    assert(t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto z = aTART.lookup(checkkey);
+        assert(y == 123);
+        assert(x == 0);
+        assert(z == 456);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testAbsent3_2() {
+    TART aTART;
+
     TestTransaction t0(0);
     aTART.insert(absentkey2, 123);
     assert(t0.try_commit());
@@ -631,6 +665,7 @@ int main() {
     testAbsent1_3(); // ABA read insert delete detection no longer exists
     testAbsent2_2();
     testAbsent3();
+    testAbsent3_2();
     testABA1(); // ABA doesn't work
     testMultiRead();
     testReadWrite();

From ab72d887497952a4fc45cb70dda37ec5abd3130c Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 3 Jul 2018 09:04:39 -0700
Subject: [PATCH 057/116] Update tests

---
 test/unit-tart.cc | 10 +++-------
 1 file changed, 3 insertions(+), 7 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index d08af9e4..cabdc34d 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -254,8 +254,6 @@ void multiThreadWrites() {
     assert(t1.try_commit());
     assert(t2.try_commit());
 
-    printf("DONE\n");
-
     {
         TransactionGuard t;
         // printf("to lookup\n");
@@ -395,7 +393,7 @@ void testAbsent1_2() {
     TestTransaction t2(0);
     try {
         aTART.insert(absentkey1, 456);
-    } catch (Transaction::Abort e) { printf("expected poison\n");}
+    } catch (Transaction::Abort e) {}
 
     assert(t1.try_commit());
 
@@ -451,7 +449,7 @@ void testAbsent2_2() {
     TestTransaction t2(0);
     try {
         aTART.insert(absentkey1, 456);
-    } catch (Transaction::Abort e) { printf("expected poison\n");}
+    } catch (Transaction::Abort e) {}
 
     assert(t1.try_commit());
 
@@ -489,10 +487,8 @@ void testAbsent3() {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
         volatile auto y = aTART.lookup(absentkey2);
-        volatile auto z = aTART.lookup(checkkey);
         assert(y == 123);
         assert(x == 0);
-        assert(z == 456);
     }
 
     printf("PASS: %s\n", __FUNCTION__);
@@ -665,7 +661,7 @@ int main() {
     testAbsent1_3(); // ABA read insert delete detection no longer exists
     testAbsent2_2();
     testAbsent3();
-    testAbsent3_2();
+    // testAbsent3_2();
     testABA1(); // ABA doesn't work
     testMultiRead();
     testReadWrite();

From d3fecccfdde5b577675dbd3a1dfbfc338784eb2b Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 13:05:36 -0300
Subject: [PATCH 058/116] new strs

---
 test/unit-tart.cc | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index d08af9e4..5642af45 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -19,6 +19,9 @@ std::string absentkey1 = "hello";
 std::string absentkey2 = "1234";
 std::string absentkey2_1 = "1245";
 std::string absentkey2_2 = "1256";
+std::string absentkey2_3 = "1267";
+std::string absentkey2_4 = "1278";
+
 std::string checkkey = "check1";
 std::string checkkey2 = "check2";
 std::string checkkey3 = "check3";
@@ -489,10 +492,8 @@ void testAbsent3() {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
         volatile auto y = aTART.lookup(absentkey2);
-        volatile auto z = aTART.lookup(checkkey);
         assert(y == 123);
         assert(x == 0);
-        assert(z == 456);
     }
 
     printf("PASS: %s\n", __FUNCTION__);

From 9210b7ac01c59cd2cb0278623f71fdd61dc98c45 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 13:10:30 -0300
Subject: [PATCH 059/116] test node size increases don't mess up parent

---
 test/unit-tart.cc | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 17ecf834..1bfa51e2 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -21,6 +21,7 @@ std::string absentkey2_1 = "1245";
 std::string absentkey2_2 = "1256";
 std::string absentkey2_3 = "1267";
 std::string absentkey2_4 = "1278";
+std::string absentkey2_5 = "1289";
 
 std::string checkkey = "check1";
 std::string checkkey2 = "check2";
@@ -502,27 +503,30 @@ void testAbsent3_2() {
 
     TestTransaction t0(0);
     aTART.insert(absentkey2, 123);
+    aTART.insert(absentkey2_1, 123);
+    aTART.insert(absentkey2_2, 123);
+    aTART.insert(absentkey2_3, 123);
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
+    aTART.lookup(absentkey2_4);
     aTART.insert(absentkey2, 123);
 
     // an update
     TestTransaction t2(0);
-    aTART.insert(absentkey2_1, 456);
+    aTART.insert(absentkey2_5, 456);
 
     assert(t2.try_commit());
-    assert(t1.try_commit());
+    assert(!t1.try_commit());
 
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
         volatile auto y = aTART.lookup(absentkey2);
         volatile auto z = aTART.lookup(checkkey);
-        assert(y == 123);
-        assert(x == 0);
-        assert(z == 456);
+        // assert(y == 123);
+        // assert(x == 0);
+        // assert(z == 456);
     }
 
     printf("PASS: %s\n", __FUNCTION__);
@@ -664,7 +668,7 @@ int main() {
     testAbsent1_3(); // ABA read insert delete detection no longer exists
     testAbsent2_2();
     testAbsent3();
-    // testAbsent3_2();
+    testAbsent3_2();
     testABA1(); // ABA doesn't work
     testMultiRead();
     testReadWrite();

From ebda46b362bb26f526c430b5841c9ebaba791eb7 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 3 Jul 2018 10:26:50 -0700
Subject: [PATCH 060/116] Minor update

---
 test/unit-tart.cc | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 1bfa51e2..95716244 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -523,10 +523,8 @@ void testAbsent3_2() {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
         volatile auto y = aTART.lookup(absentkey2);
-        volatile auto z = aTART.lookup(checkkey);
-        // assert(y == 123);
-        // assert(x == 0);
-        // assert(z == 456);
+        assert(y == 123);
+        assert(x == 0);
     }
 
     printf("PASS: %s\n", __FUNCTION__);

From 23a44ceded263a88ee7740e85587801f89820158 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 3 Jul 2018 10:50:24 -0700
Subject: [PATCH 061/116] Add erase

---
 datatype/TART.hh  | 26 ++++++++++++++++++++++++--
 test/unit-tart.cc |  4 ++--
 2 files changed, 26 insertions(+), 4 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index d5b38b9b..89f75d40 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -32,7 +32,7 @@ public:
     typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
     static constexpr TransItem::flags_type parent_bit = TransItem::user0_bit;
-    static constexpr TransItem::flags_type new_insert_bit = TransItem::user0_bit<<1;
+    static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit<<1;
 
     TART() {
         root_.access().setLoadKey(TART::loadKey);
@@ -87,6 +87,7 @@ public:
                 throw Transaction::Abort();
             }
             item.add_write(v);
+            item.clear_flags(deleted_bit);
             return;
         }
 
@@ -128,7 +129,23 @@ public:
     }
 
     void erase(TKey k) {
-        transPut(k, 0);
+        Key art_key;
+        art_key.set(k.c_str(), k.size());
+        auto r = root_.access().lookup(art_key);
+        Element* e = (Element*) r.first;
+        if (e) {
+            auto item = Sto::item(this, e);
+            if (!item.has_write() && e->poisoned) {
+                throw Transaction::Abort();
+            }
+            e->poisoned = true;
+            item.add_write(0);
+            item.add_flags(deleted_bit);
+
+            auto item_parent = Sto::item(this, r.second);
+            item_parent.add_write(0);
+            return;
+        }
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
@@ -155,6 +172,11 @@ public:
             txn.set_version_unlock(parent->vers, item);
         } else {
             Element* e = item.template key<Element*>();
+            if (item.has_flag(deleted_bit)) {
+                Key art_key;
+                art_key.set(e->key.c_str(), e->key.size());
+                root_.access().remove(art_key, (TID) e);
+            }
             e->poisoned = false;
             e->val = item.template write_value<TVal>();
             txn.set_version_unlock(e->vers, item);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 95716244..a00a2e9f 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -338,10 +338,10 @@ void testReadDeleteInsert() {
 
     TestTransaction t2(0);
     aTART.erase(absentkey1);
+    assert(t2.try_commit());
 
     TestTransaction t3(0);
     aTART.insert(absentkey1, 10);
-    assert(t2.try_commit());
     assert(t3.try_commit());
     assert(!t1.try_commit());
 
@@ -543,11 +543,11 @@ void testABA1() {
 
     TestTransaction t2(0);
     aTART.erase(absentkey2);
+    assert(t2.try_commit());
 
     TestTransaction t3(0);
     aTART.insert(absentkey2, 456);
 
-    assert(t2.try_commit());
     assert(t3.try_commit());
     assert(!t1.try_commit());
 

From 3e6e11a56e894e45664810dd65a419f84dcc817d Mon Sep 17 00:00:00 2001
From: William Qian <wqian@g.harvard.edu>
Date: Tue, 3 Jul 2018 14:26:09 -0400
Subject: [PATCH 062/116] Fixed rule for ART

---
 GNUmakefile.in | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/GNUmakefile.in b/GNUmakefile.in
index 56054f15..112018a1 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -161,6 +161,9 @@ check: act-unit
 %.o: %.c config.h $(DEPSDIR)/stamp
 	$(CXX) $(CPPFLAGS) $(CXXFLAGS) $(OPTFLAGS) $(DEPCFLAGS) -include config.h -c -o $@ $<
 
+$(OBJ)/%.o: ART/%.cpp config.h $(DEPSDIR)/stamp
+	$(CXX) $(CPPFLAGS) $(CXXFLAGS) $(OPTFLAGS) $(DEPCFLAGS) -include config.h -c -o $@ $<
+
 $(OBJ)/%.o: lib/%.c config.h $(DEPSDIR)/stamp
 	$(CXX) $(CPPFLAGS) $(CXXFLAGS) $(OPTFLAGS) $(DEPCFLAGS) -include config.h -c -o $@ $<
 
@@ -184,7 +187,7 @@ MASSTREE_OBJS = $(MASSTREEDIR)/kvio.o \
 	$(MASSTREEDIR)/checkpoint.o \
 	$(MASSTREEDIR)/string_slice.o
 
-ART_OBJS = ART/Tree.o
+ART_OBJS = $(OBJ)/Tree.o
 
 STO_OBJS = $(OBJ)/Packer.o $(OBJ)/Transaction.o $(OBJ)/TRcu.o $(OBJ)/clp.o $(OBJ)/ContentionManager.o $(LIBOBJS) $(ART_OBJS)
 INDEX_OBJS = $(STO_OBJS) $(MASSTREE_OBJS) $(OBJ)/DB_index.o

From 3edc0a47b7ae3043a7912b93090302e2636f94a6 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 3 Jul 2018 12:48:51 -0700
Subject: [PATCH 063/116] Parent bit

---
 datatype/TART.hh | 1 +
 1 file changed, 1 insertion(+)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 89f75d40..4636c705 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -144,6 +144,7 @@ public:
 
             auto item_parent = Sto::item(this, r.second);
             item_parent.add_write(0);
+            item_parent.add_flags(parent_bit);
             return;
         }
     }

From a0ae0d8ca6b55763baf419cfd2ae78d894564b85 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Tue, 3 Jul 2018 20:48:04 -0300
Subject: [PATCH 064/116] preliminary print function in Tree.cpp, incomplete

---
 ART/Tree.cpp | 36 ++++++++++++++++++++++++++++++++++++
 1 file changed, 36 insertions(+)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 45212948..ce29d4fd 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -337,6 +337,42 @@ namespace ART_OLC {
         return 0;
     }
 
+    // not thread safe
+    #include <iostream>
+    #include <vector>
+    void Tree::print() {
+        std::vector<N*> *parents = {root};
+        std::vector<void*> *kids;
+
+        uint8_t parentKey, nodeKey = 0;
+        uint64_t parentVersion = 0;
+        uint32_t level = 0;
+
+        while (parents.size()) {
+            // get all kids
+            for (N* par : parents) {
+
+            }
+
+            // print all child prefixes
+            std::vector<N*> teens;
+            for (void* child : kids) {
+                if(child) {
+                    N* kid = (N*) child;
+                    if(kid.hasPrefix())
+                        std::cout << *kid.getPrefix() << "  ";
+                    teens.push_back((N*) child);
+                } else {
+                    std::cout << "  NEXT  "
+                }
+            }
+
+            // make kids into parents
+            parents = &teens;
+            kids.clear();
+        }
+    }
+
     void Tree::insert(const Key &k, TID tid, bool* success) {
         // EpocheGuard epocheGuard(epocheInfo);
         restart:

From 70805837f57d8bc810962b7f0ba6468b64598730 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 5 Jul 2018 09:21:57 -0700
Subject: [PATCH 065/116] Better print, key terminators, new bench

---
 ART/Key.h          |  2 +-
 ART/Tree.cpp       | 62 ++++++++++++++++++++++++++++++----------------
 ART/Tree.h         |  1 +
 datatype/TART.hh   | 27 ++++++++++----------
 test/bench-tart.cc | 55 ++++++++++++++++++++++++++++++++++++++++
 test/unit-tart.cc  | 23 ++++++++++++++++-
 6 files changed, 133 insertions(+), 37 deletions(-)

diff --git a/ART/Key.h b/ART/Key.h
index a7222520..3c816ac8 100644
--- a/ART/Key.h
+++ b/ART/Key.h
@@ -13,10 +13,10 @@ class Key {
     static constexpr uint32_t stackLen = 128;
     uint32_t len = 0;
 
-    uint8_t *data;
 
     uint8_t stackKey[stackLen];
 public:
+    uint8_t *data;
 
     Key() {}
 
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index ce29d4fd..e38fc036 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -338,38 +338,58 @@ namespace ART_OLC {
     }
 
     // not thread safe
-    #include <iostream>
     #include <vector>
-    void Tree::print() {
-        std::vector<N*> *parents = {root};
-        std::vector<void*> *kids;
+    static void printPrefix(N* n) {
+        const char* prefix = (const char*) n->getPrefix();
+        int prefixLen = n->getPrefixLength();
+        for (int i = 0; i < prefixLen; i++) {
+            printf("%c", prefix[i]);
+        }
+    }
+    void Tree::print() const {
+        std::vector<N*> parents = {root};
+        std::vector<N*> childrenVec;
 
-        uint8_t parentKey, nodeKey = 0;
-        uint64_t parentVersion = 0;
         uint32_t level = 0;
 
         while (parents.size()) {
             // get all kids
             for (N* par : parents) {
-
-            }
-
-            // print all child prefixes
-            std::vector<N*> teens;
-            for (void* child : kids) {
-                if(child) {
-                    N* kid = (N*) child;
-                    if(kid.hasPrefix())
-                        std::cout << *kid.getPrefix() << "  ";
-                    teens.push_back((N*) child);
-                } else {
-                    std::cout << "  NEXT  "
+                printf("%d: ", level);
+                if (par->hasPrefix()) {
+                    printPrefix(par);
+                }
+                printf("\n");
+                std::tuple<uint8_t, N*> children[256];
+                uint32_t childrenCount = 0;
+                N::getChildren(par, 0u, 255u, children, childrenCount);
+                for (int i = 0; i < level; ++i) {
+                    printf("\t");
+                }
+                for (uint32_t i = 0; i < childrenCount; ++i) {
+                    N* child = std::get<1>(children[i]);
+                    if (child) {
+                        if (N::isLeaf(child)) {
+                            Key k;
+                            loadKey(N::getLeaf(child), k);
+                            printf("\"%s\" ", k.data);
+                        } else {
+                            if (child->hasPrefix()) {
+                                printf("\"");
+                                printPrefix(child);
+                                printf("\" ");
+                            }
+                            childrenVec.push_back(child);
+                        }
+                    }
                 }
+                printf("\n");
             }
 
             // make kids into parents
-            parents = &teens;
-            kids.clear();
+            parents = childrenVec;
+            childrenVec.clear();
+            ++level;
         }
     }
 
diff --git a/ART/Tree.h b/ART/Tree.h
index 3e5575fb..ecbcf1d1 100644
--- a/ART/Tree.h
+++ b/ART/Tree.h
@@ -78,6 +78,7 @@ namespace ART_OLC {
         void insert(const Key &k, TID tid, bool* new_insert);
 
         void remove(const Key &k, TID tid);
+        void print() const;
     };
 }
 #endif //ART_OPTIMISTICLOCK_COUPLING_N_H
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 4636c705..b2264816 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -25,7 +25,7 @@ public:
 
     static void loadKey(TID tid, Key &key) {
         Element* e = (Element*) tid;
-        key.set(e->key.c_str(), e->key.size());
+        key.set(e->key.c_str(), e->key.size() + 1);
     }
 
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
@@ -40,7 +40,7 @@ public:
 
     TVal transGet(TKey k) {
         Key key;
-        key.set(k.c_str(), k.size());
+        key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -63,7 +63,7 @@ public:
 
     TVal nonTransGet(TKey k) {
         Key key;
-        key.set(k.c_str(), k.size());
+        key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -78,7 +78,7 @@ public:
 
     void transPut(TKey k, TVal v) {
         Key art_key;
-        art_key.set(k.c_str(), k.size());
+        art_key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -110,7 +110,7 @@ public:
 
     void nonTransPut(TKey k, TVal v) {
         Key art_key;
-        art_key.set(k.c_str(), k.size());
+        art_key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -130,7 +130,7 @@ public:
 
     void erase(TKey k) {
         Key art_key;
-        art_key.set(k.c_str(), k.size());
+        art_key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -175,7 +175,7 @@ public:
             Element* e = item.template key<Element*>();
             if (item.has_flag(deleted_bit)) {
                 Key art_key;
-                art_key.set(e->key.c_str(), e->key.size());
+                art_key.set(e->key.c_str(), e->key.size()+1);
                 root_.access().remove(art_key, (TID) e);
             }
             e->poisoned = false;
@@ -199,17 +199,16 @@ public:
         Element* e = item.template key<Element*>();
         if (e->poisoned) {
             Key art_key;
-            art_key.set(e->key.c_str(), e->key.size());
+            art_key.set(e->key.c_str(), e->key.size()+1);
             root_.access().remove(art_key, (TID) e);
         }
     }
     void print(std::ostream& w, const TransItem& item) const override {
-        w << "{TART<" << typeid(int).name() << "> " << (void*) this;
-        if (item.has_read())
-            w << " R" << item.read_value<Version_type>();
-        if (item.has_write())
-            w << " =" << item.write_value<int>();
-        w << "}";
+        root_.access().print();
+    }
+    
+    void print() const {
+        root_.access().print();
     }
 protected:
     TOpaqueWrapped<ART_OLC::Tree> root_;
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 55217500..3474f7a0 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -1,4 +1,5 @@
 #undef NDEBUG
+#include <fstream>
 #include <string>
 #include <thread>
 #include <iostream>
@@ -47,6 +48,43 @@ void lookupKey(int thread_id) {
     }
 }
 
+void eraseKey(int thread_id) {
+    TThread::set_id(thread_id);
+
+    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+        auto v = intToBytes(i);
+        std::string str(v.begin(),v.end());
+        TRANSACTION_E {
+            art.erase(str);
+        } RETRY_E(true);
+    }
+}
+
+void words() {
+    TART a;
+    std::ifstream input("/usr/share/dict/words");
+    int i = 0;
+    for (std::string line; getline(input, line);) {
+        printf("%s\n", line.c_str());
+        TRANSACTION_E {
+            a.insert(line, i);
+        } RETRY_E(true);
+        i++;
+    }
+    input.close();
+    std::ifstream input2("/usr/share/dict/words");
+    printf("lookup\n");
+    i = 0;
+    for (std::string line; getline(input2, line);) {
+        TRANSACTION_E {
+            assert(a.lookup(line) == i);
+        } RETRY_E(true);
+        i++;
+    }
+    printf("done\n");
+    input2.close();
+}
+
 int main() {
     art = TART();
 
@@ -80,4 +118,21 @@ int main() {
                 std::chrono::system_clock::now() - starttime);
         printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
+
+    {
+        auto starttime = std::chrono::system_clock::now();
+        std::thread threads[NTHREAD];
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i] = std::thread(eraseKey, i);
+        }
+
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i].join();
+        }
+        auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+                std::chrono::system_clock::now() - starttime);
+        printf("erase,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+    }
+
+    // words();
 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index a00a2e9f..effc8a5b 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -116,9 +116,15 @@ void testSimple() {
     {
         TransactionGuard t;
         a.insert("foo", 1);
-        a.insert("foo", 2);
+        a.insert("foobar", 2);
     }
 
+    {
+        TransactionGuard t;
+        assert(a.lookup("foobar") == 2);
+    }
+
+
     printf("PASS: %s\n", __FUNCTION__);
 }
 
@@ -651,6 +657,21 @@ int main() {
     // FAILS???
     // Checks();
     // return 0;
+    //
+    // TART a;
+    //
+    // {
+    //     TransactionGuard t;
+    //     a.insert("romane", 1);
+    //     a.insert("romanus", 2);
+    //     a.insert("romulus", 3);
+    //     a.insert("rubens", 4);
+    //     a.insert("ruber", 5);
+    //     a.insert("rubicon", 6);
+    //     a.insert("rubicundus", 7);
+    // }
+    //
+    // a.print();
 
     testSimple();
     testSimple2();

From fe96ace2304852f2191a11404f3fca042ab94a2d Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Thu, 5 Jul 2018 20:05:02 -0300
Subject: [PATCH 066/116] tree print displays full prefix

---
 ART/Tree.cpp      | 35 ++++++++++++++++++-----------------
 test/unit-tart.cc | 28 ++++++++++++++--------------
 2 files changed, 32 insertions(+), 31 deletions(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index e38fc036..9feebce8 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -339,26 +339,29 @@ namespace ART_OLC {
 
     // not thread safe
     #include <vector>
-    static void printPrefix(N* n) {
-        const char* prefix = (const char*) n->getPrefix();
-        int prefixLen = n->getPrefixLength();
-        for (int i = 0; i < prefixLen; i++) {
-            printf("%c", prefix[i]);
+    static void printPrefix(std::tuple<uint8_t, N*> node) {
+        printf("%c", std::get<0>(node));
+        auto n = std::get<1>(node);
+        if (n->hasPrefix()) {
+            const char* prefix = (const char*) n->getPrefix();
+            int prefixLen = n->getPrefixLength();
+            for (int i = 0; i < prefixLen; i++) {
+                printf("%c", prefix[i]);
+            }
         }
     }
     void Tree::print() const {
-        std::vector<N*> parents = {root};
-        std::vector<N*> childrenVec;
+        std::vector<std::tuple<uint8_t, N*>> parents = {std::make_tuple(0, root)};
+        std::vector<std::tuple<uint8_t, N*>> childrenVec;
 
         uint32_t level = 0;
 
         while (parents.size()) {
             // get all kids
-            for (N* par : parents) {
+            for (std::tuple<uint8_t, N*> parent : parents) {
+                N* par = std::get<1>(parent);
                 printf("%d: ", level);
-                if (par->hasPrefix()) {
-                    printPrefix(par);
-                }
+                printPrefix(parent);
                 printf("\n");
                 std::tuple<uint8_t, N*> children[256];
                 uint32_t childrenCount = 0;
@@ -374,12 +377,10 @@ namespace ART_OLC {
                             loadKey(N::getLeaf(child), k);
                             printf("\"%s\" ", k.data);
                         } else {
-                            if (child->hasPrefix()) {
-                                printf("\"");
-                                printPrefix(child);
-                                printf("\" ");
-                            }
-                            childrenVec.push_back(child);
+                            printf("\"");
+                            printPrefix(children[i]);
+                            printf("\" ");
+                            childrenVec.push_back(children[i]);
                         }
                     }
                 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index effc8a5b..69a2d38f 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -658,20 +658,20 @@ int main() {
     // Checks();
     // return 0;
     //
-    // TART a;
-    //
-    // {
-    //     TransactionGuard t;
-    //     a.insert("romane", 1);
-    //     a.insert("romanus", 2);
-    //     a.insert("romulus", 3);
-    //     a.insert("rubens", 4);
-    //     a.insert("ruber", 5);
-    //     a.insert("rubicon", 6);
-    //     a.insert("rubicundus", 7);
-    // }
-    //
-    // a.print();
+    TART a;
+    
+    {
+        TransactionGuard t;
+        a.insert("romane", 1);
+        a.insert("romanus", 2);
+        a.insert("romulus", 3);
+        a.insert("rubens", 4);
+        a.insert("ruber", 5);
+        a.insert("rubicon", 6);
+        a.insert("rubicundus", 7);
+    }
+    
+    a.print();
 
     testSimple();
     testSimple2();

From 9b64f3f5caa126602fdb14a34478456a3d03eb30 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Thu, 5 Jul 2018 20:10:56 -0300
Subject: [PATCH 067/116] minor styling

---
 ART/Tree.cpp | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 9feebce8..78d7fd60 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -375,7 +375,7 @@ namespace ART_OLC {
                         if (N::isLeaf(child)) {
                             Key k;
                             loadKey(N::getLeaf(child), k);
-                            printf("\"%s\" ", k.data);
+                            printf("%s ", k.data);
                         } else {
                             printf("\"");
                             printPrefix(children[i]);

From 16d373d4b1e0445c5f5a852d55005ba976013477 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 6 Jul 2018 08:13:58 -0700
Subject: [PATCH 068/116] Add rcu delete

---
 ART/N.cpp          |  3 +++
 ART/Tree.cpp       |  5 ++++-
 datatype/TART.hh   |  2 ++
 test/bench-tart.cc | 21 ++++++++++++++++++---
 4 files changed, 27 insertions(+), 4 deletions(-)

diff --git a/ART/N.cpp b/ART/N.cpp
index 98c481c0..689ebeaf 100644
--- a/ART/N.cpp
+++ b/ART/N.cpp
@@ -6,6 +6,7 @@
 #include "N16.cpp"
 #include "N48.cpp"
 #include "N256.cpp"
+#include "Transaction.hh"
 
 namespace ART_OLC {
 
@@ -119,6 +120,7 @@ namespace ART_OLC {
         N::change(parentNode, keyParent, nBig);
 
         n->writeUnlockObsolete();
+        Transaction::rcu_delete(n);
         // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
         parentNode->writeUnlock();
     }
@@ -231,6 +233,7 @@ namespace ART_OLC {
         N::change(parentNode, keyParent, nSmall);
 
         n->writeUnlockObsolete();
+        Transaction::rcu_delete(n);
         // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
         parentNode->writeUnlock();
     }
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 78d7fd60..ab0c3103 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -3,7 +3,8 @@
 #include "Tree.h"
 #include "N.cpp"
 #include "Key.h"
-
+#include "Sto.hh"
+#include "Transaction.hh"
 
 namespace ART_OLC {
 
@@ -573,6 +574,7 @@ namespace ART_OLC {
 
                                 parentNode->writeUnlock();
                                 node->writeUnlockObsolete();
+                                Transaction::rcu_delete(node);
                                 // this->epoche.markNodeForDeletion(node, threadInfo);
                             } else {
                                 secondNodeN->writeLockOrRestart(needRestart);
@@ -590,6 +592,7 @@ namespace ART_OLC {
                                 secondNodeN->writeUnlock();
 
                                 node->writeUnlockObsolete();
+                                Transaction::rcu_delete(node);
                                 // this->epoche.markNodeForDeletion(node, threadInfo);
                             }
                         } else {
diff --git a/datatype/TART.hh b/datatype/TART.hh
index b2264816..5d233492 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -177,6 +177,7 @@ public:
                 Key art_key;
                 art_key.set(e->key.c_str(), e->key.size()+1);
                 root_.access().remove(art_key, (TID) e);
+                Transaction::rcu_delete(e);
             }
             e->poisoned = false;
             e->val = item.template write_value<TVal>();
@@ -201,6 +202,7 @@ public:
             Key art_key;
             art_key.set(e->key.c_str(), e->key.size()+1);
             root_.access().remove(art_key, (TID) e);
+            Transaction::rcu_delete(e);
         }
     }
     void print(std::ostream& w, const TransItem& item) const override {
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 3474f7a0..9e959b40 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -15,6 +15,17 @@
 
 TART art;
 
+void printMem() {
+    int tSize = 0, resident = 0, share = 0;
+    std::ifstream buffer("/proc/self/statm");
+    buffer >> tSize >> resident >> share;
+    buffer.close();
+
+    long page_size_kb = sysconf(_SC_PAGE_SIZE) / 1024; // in case x86-64 is configured to use 2MB pages
+    double rss = resident * page_size_kb;
+    std::cout << "Memory - " << rss << " kB\n";
+}
+
 std::vector<unsigned char> intToBytes(int paramInt)
 {
     std::vector<unsigned char> arrayOfByte(4);
@@ -87,6 +98,7 @@ void words() {
 
 int main() {
     art = TART();
+    printMem();
 
     // Build tree
     {
@@ -101,8 +113,9 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("insert,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("insert,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
     }
+    printMem();
 
     {
         auto starttime = std::chrono::system_clock::now();
@@ -116,8 +129,9 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("lookup,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
     }
+    printMem();
 
     {
         auto starttime = std::chrono::system_clock::now();
@@ -131,8 +145,9 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("erase,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("erase,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
     }
+    printMem();
 
     // words();
 }

From d097b2f6c17c7841994b5a54688bd08fc959fe0a Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 6 Jul 2018 08:15:30 -0700
Subject: [PATCH 069/116] remove libart

---
 datatype/ART.hh | 1193 -----------------------------------------------
 1 file changed, 1193 deletions(-)
 delete mode 100644 datatype/ART.hh

diff --git a/datatype/ART.hh b/datatype/ART.hh
deleted file mode 100644
index 7fd4a523..00000000
--- a/datatype/ART.hh
+++ /dev/null
@@ -1,1193 +0,0 @@
-/*
-See https://github.com/armon/libart
-
-Copyright (c) 2012, Armon Dadgar
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are met:
-    * Redistributions of source code must retain the above copyright
-      notice, this list of conditions and the following disclaimer.
-    * Redistributions in binary form must reproduce the above copyright
-      notice, this list of conditions and the following disclaimer in the
-      documentation and/or other materials provided with the distribution.
-    * Neither the name of the organization nor the
-      names of its contributors may be used to endorse or promote products
-      derived from this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
-ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
-WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
-DISCLAIMED. IN NO EVENT SHALL ARMON DADGAR BE LIABLE FOR ANY
-DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
-(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
-LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
-ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
-(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-*/
-
-#include <stdint.h>
-#include "Sto.hh"
-#ifndef ART_H
-#define ART_H
-
-#define NODE4   1
-#define NODE16  2
-#define NODE48  3
-#define NODE256 4
-
-#define MAX_PREFIX_LEN 10
-
-#if defined(__GNUC__) && !defined(__clang__)
-# if __STDC_VERSION__ >= 199901L && 402 == (__GNUC__ * 100 + __GNUC_MINOR__)
-/*
- * GCC 4.2.2's C99 inline keyword support is pretty broken; avoid. Introduced in
- * GCC 4.2.something, fixed in 4.3.0. So checking for specific major.minor of
- * 4.2 is fine.
- */
-#  define BROKEN_GCC_C99_INLINE
-# endif
-#endif
-
-typedef int(*art_callback)(void *data, const unsigned char *key, uint32_t key_len, void *value);
-
-/**
- * This struct is included as part
- * of all the various node sizes
- */
-typedef struct {
-    uint8_t type;
-    uint8_t num_children;
-    uint32_t partial_len;
-    unsigned char partial[MAX_PREFIX_LEN];
-} art_node;
-
-/**
- * Small node with only 4 children
- */
-typedef struct {
-    art_node n;
-    unsigned char keys[4];
-    art_node *children[4];
-} art_node4;
-
-/**
- * Node with 16 children
- */
-typedef struct {
-    art_node n;
-    unsigned char keys[16];
-    art_node *children[16];
-} art_node16;
-
-/**
- * Node with 48 children, but
- * a full 256 byte field.
- */
-typedef struct {
-    art_node n;
-    unsigned char keys[256];
-    art_node *children[48];
-} art_node48;
-
-/**
- * Full node with 256 children
- */
-typedef struct {
-    art_node n;
-    art_node *children[256];
-} art_node256;
-
-/**
- * Represents a leaf. These are
- * of arbitrary size, as they include the key.
- */
-typedef struct {
-    TVersion vers;
-    void *value;
-    uint32_t key_len;
-    unsigned char key[];
-} art_leaf;
-
-/**
- * Main struct, points to root.
- */
-typedef struct {
-    art_node *root;
-    uint64_t size;
-} art_tree;
-
-/**
- * Initializes an ART tree
- * @return 0 on success.
- */
-int art_tree_init(art_tree *t);
-
-/**
- * DEPRECATED
- * Initializes an ART tree
- * @return 0 on success.
- */
-#define init_art_tree(...) art_tree_init(__VA_ARGS__)
-
-/**
- * Destroys an ART tree
- * @return 0 on success.
- */
-int art_tree_destroy(art_tree *t);
-
-/**
- * DEPRECATED
- * Initializes an ART tree
- * @return 0 on success.
- */
-#define destroy_art_tree(...) art_tree_destroy(__VA_ARGS__)
-
-/**
- * Returns the size of the ART tree.
- */
-#ifdef BROKEN_GCC_C99_INLINE
-# define art_size(t) ((t)->size)
-#else
-inline uint64_t art_size(art_tree *t) {
-    return t->size;
-}
-#endif
-
-/**
- * Inserts a new value into the ART tree
- * @arg t The tree
- * @arg key The key
- * @arg key_len The length of the key
- * @arg value Opaque value.
- * @return NULL if the item was newly inserted, otherwise
- * the old value pointer is returned.
- */
-art_leaf* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value, bool* new_insert);
-
-/**
- * Deletes a value from the ART tree
- * @arg t The tree
- * @arg key The key
- * @arg key_len The length of the key
- * @return NULL if the item was not found, otherwise
- * the value pointer is returned.
- */
-void* art_delete(art_tree *t, const unsigned char *key, int key_len);
-
-/**
- * Searches for a value in the ART tree
- * @arg t The tree
- * @arg key The key
- * @arg key_len The length of the key
- * @return NULL if the item was not found, otherwise
- * the value pointer is returned.
- */
-art_leaf* art_search(const art_tree *t, const unsigned char *key, int key_len);
-
-/**
- * Returns the minimum valued leaf
- * @return The minimum leaf or NULL
- */
-art_leaf* art_minimum(art_tree *t);
-
-/**
- * Returns the maximum valued leaf
- * @return The maximum leaf or NULL
- */
-art_leaf* art_maximum(art_tree *t);
-
-/**
- * Iterates through the entries pairs in the map,
- * invoking a callback for each. The call back gets a
- * key, value for each and returns an integer stop value.
- * If the callback returns non-zero, then the iteration stops.
- * @arg t The tree to iterate over
- * @arg cb The callback function to invoke
- * @arg data Opaque handle passed to the callback
- * @return 0 on success, or the return of the callback.
- */
-int art_iter(art_tree *t, art_callback cb, void *data);
-
-/**
- * Iterates through the entries pairs in the map,
- * invoking a callback for each that matches a given prefix.
- * The call back gets a key, value for each and returns an integer stop value.
- * If the callback returns non-zero, then the iteration stops.
- * @arg t The tree to iterate over
- * @arg prefix The prefix of keys to read
- * @arg prefix_len The length of the prefix
- * @arg cb The callback function to invoke
- * @arg data Opaque handle passed to the callback
- * @return 0 on success, or the return of the callback.
- */
-int art_iter_prefix(art_tree *t, const unsigned char *prefix, int prefix_len, art_callback cb, void *data);
-
-
-#endif
-
-#include <stdlib.h>
-#include <string.h>
-#include <strings.h>
-#include <stdio.h>
-#include <assert.h>
-
-#ifdef __i386__
-    #include <emmintrin.h>
-#else
-#ifdef __amd64__
-    #include <emmintrin.h>
-#endif
-#endif
-
-/**
- * Macros to manipulate pointer tags
- */
-#define IS_LEAF(x) (((uintptr_t)x & 1))
-#define SET_LEAF(x) ((void*)((uintptr_t)x | 1))
-#define LEAF_RAW(x) ((art_leaf*)((void*)((uintptr_t)x & ~1)))
-
-/**
- * Allocates a node of the given type,
- * initializes to zero and sets the type.
- */
-static art_node* alloc_node(uint8_t type) {
-    art_node* n;
-    switch (type) {
-        case NODE4:
-            n = (art_node*)calloc(1, sizeof(art_node4));
-            break;
-        case NODE16:
-            n = (art_node*)calloc(1, sizeof(art_node16));
-            break;
-        case NODE48:
-            n = (art_node*)calloc(1, sizeof(art_node48));
-            break;
-        case NODE256:
-            n = (art_node*)calloc(1, sizeof(art_node256));
-            break;
-        default:
-            abort();
-    }
-    n->type = type;
-    return n;
-}
-
-/**
- * Initializes an ART tree
- * @return 0 on success.
- */
-int art_tree_init(art_tree *t) {
-    t->root = NULL;
-    t->size = 0;
-    return 0;
-}
-
-// Recursively destroys the tree
-static void destroy_node(art_node *n) {
-    // Break if null
-    if (!n) return;
-
-    // Special case leafs
-    if (IS_LEAF(n)) {
-        free(LEAF_RAW(n));
-        return;
-    }
-
-    // Handle each node type
-    int i, idx;
-    union {
-        art_node4 *p1;
-        art_node16 *p2;
-        art_node48 *p3;
-        art_node256 *p4;
-    } p;
-    switch (n->type) {
-        case NODE4:
-            p.p1 = (art_node4*)n;
-            for (i=0;i<n->num_children;i++) {
-                destroy_node(p.p1->children[i]);
-            }
-            break;
-
-        case NODE16:
-            p.p2 = (art_node16*)n;
-            for (i=0;i<n->num_children;i++) {
-                destroy_node(p.p2->children[i]);
-            }
-            break;
-
-        case NODE48:
-            p.p3 = (art_node48*)n;
-            for (i=0;i<256;i++) {
-                idx = ((art_node48*)n)->keys[i]; 
-                if (!idx) continue; 
-                destroy_node(p.p3->children[idx-1]);
-            }
-            break;
-
-        case NODE256:
-            p.p4 = (art_node256*)n;
-            for (i=0;i<256;i++) {
-                if (p.p4->children[i])
-                    destroy_node(p.p4->children[i]);
-            }
-            break;
-
-        default:
-            abort();
-    }
-
-    // Free ourself on the way up
-    free(n);
-}
-
-/**
- * Destroys an ART tree
- * @return 0 on success.
- */
-int art_tree_destroy(art_tree *t) {
-    destroy_node(t->root);
-    return 0;
-}
-
-/**
- * Returns the size of the ART tree.
- */
-
-#ifndef BROKEN_GCC_C99_INLINE
-extern inline uint64_t art_size(art_tree *t);
-#endif
-
-static art_node** find_child(art_node *n, unsigned char c) {
-    int i, mask, bitfield;
-    union {
-        art_node4 *p1;
-        art_node16 *p2;
-        art_node48 *p3;
-        art_node256 *p4;
-    } p;
-    switch (n->type) {
-        case NODE4:
-            p.p1 = (art_node4*)n;
-            for (i=0 ; i < n->num_children; i++) {
-		/* this cast works around a bug in gcc 5.1 when unrolling loops
-		 * https://gcc.gnu.org/bugzilla/show_bug.cgi?id=59124
-		 */
-                if (((unsigned char*)p.p1->keys)[i] == c)
-                    return &p.p1->children[i];
-            }
-            break;
-
-        {
-        case NODE16:
-            p.p2 = (art_node16*)n;
-
-            // support non-86 architectures
-            #ifdef __i386__
-                // Compare the key to all 16 stored keys
-                __m128i cmp;
-                cmp = _mm_cmpeq_epi8(_mm_set1_epi8(c),
-                        _mm_loadu_si128((__m128i*)p.p2->keys));
-                
-                // Use a mask to ignore children that don't exist
-                mask = (1 << n->num_children) - 1;
-                bitfield = _mm_movemask_epi8(cmp) & mask;
-            #else
-            #ifdef __amd64__
-                // Compare the key to all 16 stored keys
-                __m128i cmp;
-                cmp = _mm_cmpeq_epi8(_mm_set1_epi8(c),
-                        _mm_loadu_si128((__m128i*)p.p2->keys));
-
-                // Use a mask to ignore children that don't exist
-                mask = (1 << n->num_children) - 1;
-                bitfield = _mm_movemask_epi8(cmp) & mask;
-            #else
-                // Compare the key to all 16 stored keys
-                bitfield = 0;
-                for (i = 0; i < 16; ++i) {
-                    if (p.p2->keys[i] == c)
-                        bitfield |= (1 << i);
-                }
-
-                // Use a mask to ignore children that don't exist
-                mask = (1 << n->num_children) - 1;
-                bitfield &= mask;
-            #endif
-            #endif
-
-            /*
-             * If we have a match (any bit set) then we can
-             * return the pointer match using ctz to get
-             * the index.
-             */
-            if (bitfield)
-                return &p.p2->children[__builtin_ctz(bitfield)];
-            break;
-        }
-
-        case NODE48:
-            p.p3 = (art_node48*)n;
-            i = p.p3->keys[c];
-            if (i)
-                return &p.p3->children[i-1];
-            break;
-
-        case NODE256:
-            p.p4 = (art_node256*)n;
-            if (p.p4->children[c])
-                return &p.p4->children[c];
-            break;
-
-        default:
-            abort();
-    }
-    return NULL;
-}
-
-// Simple inlined if
-static inline int min(int a, int b) {
-    return (a < b) ? a : b;
-}
-
-/**
- * Returns the number of prefix characters shared between
- * the key and node.
- */
-static int check_prefix(const art_node *n, const unsigned char *key, int key_len, int depth) {
-    int max_cmp = min(min(n->partial_len, MAX_PREFIX_LEN), key_len - depth);
-    int idx;
-    for (idx=0; idx < max_cmp; idx++) {
-        if (n->partial[idx] != key[depth+idx])
-            return idx;
-    }
-    return idx;
-}
-
-/**
- * Checks if a leaf matches
- * @return 0 on success.
- */
-static int leaf_matches(const art_leaf *n, const unsigned char *key, int key_len, int depth) {
-    (void)depth;
-    // Fail if the key lengths are different
-    if (n->key_len != (uint32_t)key_len) return 1;
-
-    // Compare the keys starting at the depth
-    return memcmp(n->key, key, key_len);
-}
-
-/**
- * Searches for a value in the ART tree
- * @arg t The tree
- * @arg key The key
- * @arg key_len The length of the key
- * @return NULL if the item was not found, otherwise
- * the value pointer is returned.
- */
-art_leaf* art_search(const art_tree *t, const unsigned char *key, int key_len) {
-    art_node **child;
-    art_node *n = t->root;
-    int prefix_len, depth = 0;
-    while (n) {
-        // Might be a leaf
-        if (IS_LEAF(n)) {
-            n = (art_node*)LEAF_RAW(n);
-            // Check if the expanded path matches
-            if (!leaf_matches((art_leaf*)n, key, key_len, depth)) {
-                return ((art_leaf*)n);
-            }
-            return NULL;
-        }
-
-        // Bail if the prefix does not match
-        if (n->partial_len) {
-            prefix_len = check_prefix(n, key, key_len, depth);
-            if (prefix_len != min(MAX_PREFIX_LEN, n->partial_len))
-                return NULL;
-            depth = depth + n->partial_len;
-        }
-
-        // Recursively search
-        child = find_child(n, key[depth]);
-        n = (child) ? *child : NULL;
-        depth++;
-    }
-    return NULL;
-}
-
-// Find the minimum leaf under a node
-static art_leaf* minimum(const art_node *n) {
-    // Handle base cases
-    if (!n) return NULL;
-    if (IS_LEAF(n)) return LEAF_RAW(n);
-
-    int idx;
-    switch (n->type) {
-        case NODE4:
-            return minimum(((const art_node4*)n)->children[0]);
-        case NODE16:
-            return minimum(((const art_node16*)n)->children[0]);
-        case NODE48:
-            idx=0;
-            while (!((const art_node48*)n)->keys[idx]) idx++;
-            idx = ((const art_node48*)n)->keys[idx] - 1;
-            return minimum(((const art_node48*)n)->children[idx]);
-        case NODE256:
-            idx=0;
-            while (!((const art_node256*)n)->children[idx]) idx++;
-            return minimum(((const art_node256*)n)->children[idx]);
-        default:
-            abort();
-    }
-}
-
-// Find the maximum leaf under a node
-static art_leaf* maximum(const art_node *n) {
-    // Handle base cases
-    if (!n) return NULL;
-    if (IS_LEAF(n)) return LEAF_RAW(n);
-
-    int idx;
-    switch (n->type) {
-        case NODE4:
-            return maximum(((const art_node4*)n)->children[n->num_children-1]);
-        case NODE16:
-            return maximum(((const art_node16*)n)->children[n->num_children-1]);
-        case NODE48:
-            idx=255;
-            while (!((const art_node48*)n)->keys[idx]) idx--;
-            idx = ((const art_node48*)n)->keys[idx] - 1;
-            return maximum(((const art_node48*)n)->children[idx]);
-        case NODE256:
-            idx=255;
-            while (!((const art_node256*)n)->children[idx]) idx--;
-            return maximum(((const art_node256*)n)->children[idx]);
-        default:
-            abort();
-    }
-}
-
-/**
- * Returns the minimum valued leaf
- */
-art_leaf* art_minimum(art_tree *t) {
-    return minimum((art_node*)t->root);
-}
-
-/**
- * Returns the maximum valued leaf
- */
-art_leaf* art_maximum(art_tree *t) {
-    return maximum((art_node*)t->root);
-}
-
-static art_leaf* make_leaf(const unsigned char *key, int key_len, void *value) {
-    art_leaf *l = (art_leaf*)calloc(1, sizeof(art_leaf)+key_len);
-    l->value = value;
-    l->key_len = key_len;
-    memcpy(l->key, key, key_len);
-    return l;
-}
-
-static int longest_common_prefix(art_leaf *l1, art_leaf *l2, int depth) {
-    int max_cmp = min(l1->key_len, l2->key_len) - depth;
-    int idx;
-    for (idx=0; idx < max_cmp; idx++) {
-        if (l1->key[depth+idx] != l2->key[depth+idx])
-            return idx;
-    }
-    return idx;
-}
-
-static void copy_header(art_node *dest, art_node *src) {
-    dest->num_children = src->num_children;
-    dest->partial_len = src->partial_len;
-    memcpy(dest->partial, src->partial, min(MAX_PREFIX_LEN, src->partial_len));
-}
-
-static void add_child256(art_node256 *n, art_node **ref, unsigned char c, void *child) {
-    (void)ref;
-    n->n.num_children++;
-    n->children[c] = (art_node*)child;
-}
-
-static void add_child48(art_node48 *n, art_node **ref, unsigned char c, void *child) {
-    if (n->n.num_children < 48) {
-        int pos = 0;
-        while (n->children[pos]) pos++;
-        n->children[pos] = (art_node*)child;
-        n->keys[c] = pos + 1;
-        n->n.num_children++;
-    } else {
-        art_node256 *new_node = (art_node256*)alloc_node(NODE256);
-        for (int i=0;i<256;i++) {
-            if (n->keys[i]) {
-                new_node->children[i] = n->children[n->keys[i] - 1];
-            }
-        }
-        copy_header((art_node*)new_node, (art_node*)n);
-        *ref = (art_node*)new_node;
-        free(n);
-        add_child256(new_node, ref, c, child);
-    }
-}
-
-static void add_child16(art_node16 *n, art_node **ref, unsigned char c, void *child) {
-    if (n->n.num_children < 16) {
-        unsigned mask = (1 << n->n.num_children) - 1;
-        
-        // support non-x86 architectures
-        #ifdef __i386__
-            __m128i cmp;
-
-            // Compare the key to all 16 stored keys
-            cmp = _mm_cmplt_epi8(_mm_set1_epi8(c),
-                    _mm_loadu_si128((__m128i*)n->keys));
-
-            // Use a mask to ignore children that don't exist
-            unsigned bitfield = _mm_movemask_epi8(cmp) & mask;
-        #else
-        #ifdef __amd64__
-            __m128i cmp;
-
-            // Compare the key to all 16 stored keys
-            cmp = _mm_cmplt_epi8(_mm_set1_epi8(c),
-                    _mm_loadu_si128((__m128i*)n->keys));
-
-            // Use a mask to ignore children that don't exist
-            unsigned bitfield = _mm_movemask_epi8(cmp) & mask;
-        #else
-            // Compare the key to all 16 stored keys
-            unsigned bitfield = 0;
-            for (short i = 0; i < 16; ++i) {
-                if (c < n->keys[i])
-                    bitfield |= (1 << i);
-            }
-
-            // Use a mask to ignore children that don't exist
-            bitfield &= mask;    
-        #endif
-        #endif
-
-        // Check if less than any
-        unsigned idx;
-        if (bitfield) {
-            idx = __builtin_ctz(bitfield);
-            memmove(n->keys+idx+1,n->keys+idx,n->n.num_children-idx);
-            memmove(n->children+idx+1,n->children+idx,
-                    (n->n.num_children-idx)*sizeof(void*));
-        } else
-            idx = n->n.num_children;
-
-        // Set the child
-        n->keys[idx] = c;
-        n->children[idx] = (art_node*)child;
-        n->n.num_children++;
-
-    } else {
-        art_node48 *new_node = (art_node48*)alloc_node(NODE48);
-
-        // Copy the child pointers and populate the key map
-        memcpy(new_node->children, n->children,
-                sizeof(void*)*n->n.num_children);
-        for (int i=0;i<n->n.num_children;i++) {
-            new_node->keys[n->keys[i]] = i + 1;
-        }
-        copy_header((art_node*)new_node, (art_node*)n);
-        *ref = (art_node*)new_node;
-        free(n);
-        add_child48(new_node, ref, c, child);
-    }
-}
-
-static void add_child4(art_node4 *n, art_node **ref, unsigned char c, void *child) {
-    if (n->n.num_children < 4) {
-        int idx;
-        for (idx=0; idx < n->n.num_children; idx++) {
-            if (c < n->keys[idx]) break;
-        }
-
-        // Shift to make room
-        memmove(n->keys+idx+1, n->keys+idx, n->n.num_children - idx);
-        memmove(n->children+idx+1, n->children+idx,
-                (n->n.num_children - idx)*sizeof(void*));
-
-        // Insert element
-        n->keys[idx] = c;
-        n->children[idx] = (art_node*)child;
-        n->n.num_children++;
-
-    } else {
-        art_node16 *new_node = (art_node16*)alloc_node(NODE16);
-
-        // Copy the child pointers and the key map
-        memcpy(new_node->children, n->children,
-                sizeof(void*)*n->n.num_children);
-        memcpy(new_node->keys, n->keys,
-                sizeof(unsigned char)*n->n.num_children);
-        copy_header((art_node*)new_node, (art_node*)n);
-        *ref = (art_node*)new_node;
-        free(n);
-        add_child16(new_node, ref, c, child);
-    }
-}
-
-static void add_child(art_node *n, art_node **ref, unsigned char c, void *child) {
-    switch (n->type) {
-        case NODE4:
-            return add_child4((art_node4*)n, ref, c, child);
-        case NODE16:
-            return add_child16((art_node16*)n, ref, c, child);
-        case NODE48:
-            return add_child48((art_node48*)n, ref, c, child);
-        case NODE256:
-            return add_child256((art_node256*)n, ref, c, child);
-        default:
-            abort();
-    }
-}
-
-/**
- * Calculates the index at which the prefixes mismatch
- */
-static int prefix_mismatch(const art_node *n, const unsigned char *key, int key_len, int depth) {
-    int max_cmp = min(min(MAX_PREFIX_LEN, n->partial_len), key_len - depth);
-    int idx;
-    for (idx=0; idx < max_cmp; idx++) {
-        if (n->partial[idx] != key[depth+idx])
-            return idx;
-    }
-
-    // If the prefix is short we can avoid finding a leaf
-    if (n->partial_len > MAX_PREFIX_LEN) {
-        // Prefix is longer than what we've checked, find a leaf
-        art_leaf *l = minimum(n);
-        max_cmp = min(l->key_len, key_len)- depth;
-        for (; idx < max_cmp; idx++) {
-            if (l->key[idx+depth] != key[depth+idx])
-                return idx;
-        }
-    }
-    return idx;
-}
-
-static art_leaf* recursive_insert(art_node *n, art_node **ref, const unsigned char *key, int key_len, void *value, int depth, int *old) {
-    // If we are at a NULL node, inject a leaf
-    if (!n) {
-        art_leaf* l = make_leaf(key, key_len, value);
-        *ref = (art_node*) SET_LEAF(l);
-        return l;
-    }
-
-    // If we are at a leaf, we need to replace it with a node
-    if (IS_LEAF(n)) {
-        art_leaf *l = LEAF_RAW(n);
-
-        // Check if we are updating an existing value
-        if (!leaf_matches(l, key, key_len, depth)) {
-            *old = 1;
-            l->value = value;
-            return l;
-        }
-
-        // New value, we must split the leaf into a node4
-        art_node4 *new_node = (art_node4*)alloc_node(NODE4);
-
-        // Create a new leaf
-        art_leaf *l2 = make_leaf(key, key_len, value);
-
-        // Determine longest prefix
-        int longest_prefix = longest_common_prefix(l, l2, depth);
-        new_node->n.partial_len = longest_prefix;
-        memcpy(new_node->n.partial, key+depth, min(MAX_PREFIX_LEN, longest_prefix));
-        // Add the leafs to the new node4
-        *ref = (art_node*)new_node;
-        add_child4(new_node, ref, l->key[depth+longest_prefix], SET_LEAF(l));
-        add_child4(new_node, ref, l2->key[depth+longest_prefix], SET_LEAF(l2));
-        return l;
-    }
-
-    // Check if given node has a prefix
-    if (n->partial_len) {
-        // Determine if the prefixes differ, since we need to split
-        int prefix_diff = prefix_mismatch(n, key, key_len, depth);
-        if ((uint32_t)prefix_diff >= n->partial_len) {
-            depth += n->partial_len;
-            goto RECURSE_SEARCH;
-        }
-
-        // Create a new node
-        art_node4 *new_node = (art_node4*)alloc_node(NODE4);
-        *ref = (art_node*)new_node;
-        new_node->n.partial_len = prefix_diff;
-        memcpy(new_node->n.partial, n->partial, min(MAX_PREFIX_LEN, prefix_diff));
-
-        // Adjust the prefix of the old node
-        if (n->partial_len <= MAX_PREFIX_LEN) {
-            add_child4(new_node, ref, n->partial[prefix_diff], n);
-            n->partial_len -= (prefix_diff+1);
-            memmove(n->partial, n->partial+prefix_diff+1,
-                    min(MAX_PREFIX_LEN, n->partial_len));
-        } else {
-            n->partial_len -= (prefix_diff+1);
-            art_leaf *l = minimum(n);
-            add_child4(new_node, ref, l->key[depth+prefix_diff], n);
-            memcpy(n->partial, l->key+depth+prefix_diff+1,
-                    min(MAX_PREFIX_LEN, n->partial_len));
-        }
-
-        // Insert the new leaf
-        art_leaf *l = make_leaf(key, key_len, value);
-        add_child4(new_node, ref, key[depth+prefix_diff], SET_LEAF(l));
-        return l;
-    }
-
-RECURSE_SEARCH:;
-
-    // Find a child to recurse to
-    art_node **child = find_child(n, key[depth]);
-    if (child) {
-        return recursive_insert(*child, child, key, key_len, value, depth+1, old);
-    }
-
-    // No child, node goes within us
-    art_leaf *l = make_leaf(key, key_len, value);
-    add_child(n, ref, key[depth], SET_LEAF(l));
-    return l;
-}
-
-/**
- * Inserts a new value into the ART tree
- * @arg t The tree
- * @arg key The key
- * @arg key_len The length of the key
- * @arg value Opaque value.
- * @return NULL if the item was newly inserted, otherwise
- * the old value pointer is returned.
- */
-art_leaf* art_insert(art_tree *t, const unsigned char *key, int key_len, void *value, bool* new_insert) {
-    int old_val = 0;
-    art_leaf* new_leaf = recursive_insert(t->root, &t->root, key, key_len, value, 0, &old_val);
-    if (!old_val) {
-        t->size++;
-        *new_insert = true;
-    } else {
-        *new_insert = false;
-    }
-    return new_leaf;
-}
-
-static void remove_child256(art_node256 *n, art_node **ref, unsigned char c) {
-    n->children[c] = NULL;
-    n->n.num_children--;
-
-    // Resize to a node48 on underflow, not immediately to prevent
-    // trashing if we sit on the 48/49 boundary
-    if (n->n.num_children == 37) {
-        art_node48 *new_node = (art_node48*)alloc_node(NODE48);
-        *ref = (art_node*)new_node;
-        copy_header((art_node*)new_node, (art_node*)n);
-
-        int pos = 0;
-        for (int i=0;i<256;i++) {
-            if (n->children[i]) {
-                new_node->children[pos] = n->children[i];
-                new_node->keys[i] = pos + 1;
-                pos++;
-            }
-        }
-        free(n);
-    }
-}
-
-static void remove_child48(art_node48 *n, art_node **ref, unsigned char c) {
-    int pos = n->keys[c];
-    n->keys[c] = 0;
-    n->children[pos-1] = NULL;
-    n->n.num_children--;
-
-    if (n->n.num_children == 12) {
-        art_node16 *new_node = (art_node16*)alloc_node(NODE16);
-        *ref = (art_node*)new_node;
-        copy_header((art_node*)new_node, (art_node*)n);
-
-        int child = 0;
-        for (int i=0;i<256;i++) {
-            pos = n->keys[i];
-            if (pos) {
-                new_node->keys[child] = i;
-                new_node->children[child] = n->children[pos - 1];
-                child++;
-            }
-        }
-        free(n);
-    }
-}
-
-static void remove_child16(art_node16 *n, art_node **ref, art_node **l) {
-    int pos = l - n->children;
-    memmove(n->keys+pos, n->keys+pos+1, n->n.num_children - 1 - pos);
-    memmove(n->children+pos, n->children+pos+1, (n->n.num_children - 1 - pos)*sizeof(void*));
-    n->n.num_children--;
-
-    if (n->n.num_children == 3) {
-        art_node4 *new_node = (art_node4*)alloc_node(NODE4);
-        *ref = (art_node*)new_node;
-        copy_header((art_node*)new_node, (art_node*)n);
-        memcpy(new_node->keys, n->keys, 4);
-        memcpy(new_node->children, n->children, 4*sizeof(void*));
-        free(n);
-    }
-}
-
-static void remove_child4(art_node4 *n, art_node **ref, art_node **l) {
-    int pos = l - n->children;
-    memmove(n->keys+pos, n->keys+pos+1, n->n.num_children - 1 - pos);
-    memmove(n->children+pos, n->children+pos+1, (n->n.num_children - 1 - pos)*sizeof(void*));
-    n->n.num_children--;
-
-    // Remove nodes with only a single child
-    if (n->n.num_children == 1) {
-        art_node *child = n->children[0];
-        if (!IS_LEAF(child)) {
-            // Concatenate the prefixes
-            int prefix = n->n.partial_len;
-            if (prefix < MAX_PREFIX_LEN) {
-                n->n.partial[prefix] = n->keys[0];
-                prefix++;
-            }
-            if (prefix < MAX_PREFIX_LEN) {
-                int sub_prefix = min(child->partial_len, MAX_PREFIX_LEN - prefix);
-                memcpy(n->n.partial+prefix, child->partial, sub_prefix);
-                prefix += sub_prefix;
-            }
-
-            // Store the prefix in the child
-            memcpy(child->partial, n->n.partial, min(prefix, MAX_PREFIX_LEN));
-            child->partial_len += n->n.partial_len + 1;
-        }
-        *ref = child;
-        free(n);
-    }
-}
-
-static void remove_child(art_node *n, art_node **ref, unsigned char c, art_node **l) {
-    switch (n->type) {
-        case NODE4:
-            return remove_child4((art_node4*)n, ref, l);
-        case NODE16:
-            return remove_child16((art_node16*)n, ref, l);
-        case NODE48:
-            return remove_child48((art_node48*)n, ref, c);
-        case NODE256:
-            return remove_child256((art_node256*)n, ref, c);
-        default:
-            abort();
-    }
-}
-
-static art_leaf* recursive_delete(art_node *n, art_node **ref, const unsigned char *key, int key_len, int depth) {
-    // Search terminated
-    if (!n) return NULL;
-
-    // Handle hitting a leaf node
-    if (IS_LEAF(n)) {
-        art_leaf *l = LEAF_RAW(n);
-        if (!leaf_matches(l, key, key_len, depth)) {
-            *ref = NULL;
-            return l;
-        }
-        return NULL;
-    }
-
-    // Bail if the prefix does not match
-    if (n->partial_len) {
-        int prefix_len = check_prefix(n, key, key_len, depth);
-        if (prefix_len != min(MAX_PREFIX_LEN, n->partial_len)) {
-            return NULL;
-        }
-        depth = depth + n->partial_len;
-    }
-
-    // Find child node
-    art_node **child = find_child(n, key[depth]);
-    if (!child) return NULL;
-
-    // If the child is leaf, delete from this node
-    if (IS_LEAF(*child)) {
-        art_leaf *l = LEAF_RAW(*child);
-        if (!leaf_matches(l, key, key_len, depth)) {
-            remove_child(n, ref, key[depth], child);
-            return l;
-        }
-        return NULL;
-
-    // Recurse
-    } else {
-        return recursive_delete(*child, child, key, key_len, depth+1);
-    }
-}
-
-/**
- * Deletes a value from the ART tree
- * @arg t The tree
- * @arg key The key
- * @arg key_len The length of the key
- * @return NULL if the item was not found, otherwise
- * the value pointer is returned.
- */
-void* art_delete(art_tree *t, const unsigned char *key, int key_len) {
-    art_leaf *l = recursive_delete(t->root, &t->root, key, key_len, 0);
-    if (l) {
-        t->size--;
-        void *old = l->value;
-        free(l);
-        return old;
-    }
-    return NULL;
-}
-
-// Recursively iterates over the tree
-static int recursive_iter(art_node *n, art_callback cb, void *data) {
-    // Handle base cases
-    if (!n) return 0;
-    if (IS_LEAF(n)) {
-        art_leaf *l = LEAF_RAW(n);
-        return cb(data, (const unsigned char*)l->key, l->key_len, l->value);
-    }
-
-    int idx, res;
-    switch (n->type) {
-        case NODE4:
-            for (int i=0; i < n->num_children; i++) {
-                res = recursive_iter(((art_node4*)n)->children[i], cb, data);
-                if (res) return res;
-            }
-            break;
-
-        case NODE16:
-            for (int i=0; i < n->num_children; i++) {
-                res = recursive_iter(((art_node16*)n)->children[i], cb, data);
-                if (res) return res;
-            }
-            break;
-
-        case NODE48:
-            for (int i=0; i < 256; i++) {
-                idx = ((art_node48*)n)->keys[i];
-                if (!idx) continue;
-
-                res = recursive_iter(((art_node48*)n)->children[idx-1], cb, data);
-                if (res) return res;
-            }
-            break;
-
-        case NODE256:
-            for (int i=0; i < 256; i++) {
-                if (!((art_node256*)n)->children[i]) continue;
-                res = recursive_iter(((art_node256*)n)->children[i], cb, data);
-                if (res) return res;
-            }
-            break;
-
-        default:
-            abort();
-    }
-    return 0;
-}
-
-/**
- * Iterates through the entries pairs in the map,
- * invoking a callback for each. The call back gets a
- * key, value for each and returns an integer stop value.
- * If the callback returns non-zero, then the iteration stops.
- * @arg t The tree to iterate over
- * @arg cb The callback function to invoke
- * @arg data Opaque handle passed to the callback
- * @return 0 on success, or the return of the callback.
- */
-int art_iter(art_tree *t, art_callback cb, void *data) {
-    return recursive_iter(t->root, cb, data);
-}
-
-/**
- * Checks if a leaf prefix matches
- * @return 0 on success.
- */
-static int leaf_prefix_matches(const art_leaf *n, const unsigned char *prefix, int prefix_len) {
-    // Fail if the key length is too short
-    if (n->key_len < (uint32_t)prefix_len) return 1;
-
-    // Compare the keys
-    return memcmp(n->key, prefix, prefix_len);
-}
-
-/**
- * Iterates through the entries pairs in the map,
- * invoking a callback for each that matches a given prefix.
- * The call back gets a key, value for each and returns an integer stop value.
- * If the callback returns non-zero, then the iteration stops.
- * @arg t The tree to iterate over
- * @arg prefix The prefix of keys to read
- * @arg prefix_len The length of the prefix
- * @arg cb The callback function to invoke
- * @arg data Opaque handle passed to the callback
- * @return 0 on success, or the return of the callback.
- */
-int art_iter_prefix(art_tree *t, const unsigned char *key, int key_len, art_callback cb, void *data) {
-    art_node **child;
-    art_node *n = t->root;
-    int prefix_len, depth = 0;
-    while (n) {
-        // Might be a leaf
-        if (IS_LEAF(n)) {
-            n = (art_node*)LEAF_RAW(n);
-            // Check if the expanded path matches
-            if (!leaf_prefix_matches((art_leaf*)n, key, key_len)) {
-                art_leaf *l = (art_leaf*)n;
-                return cb(data, (const unsigned char*)l->key, l->key_len, l->value);
-            }
-            return 0;
-        }
-
-        // If the depth matches the prefix, we need to handle this node
-        if (depth == key_len) {
-            art_leaf *l = minimum(n);
-            if (!leaf_prefix_matches(l, key, key_len))
-               return recursive_iter(n, cb, data);
-            return 0;
-        }
-
-        // Bail if the prefix does not match
-        if (n->partial_len) {
-            prefix_len = prefix_mismatch(n, key, key_len, depth);
-
-            // Guard if the mis-match is longer than the MAX_PREFIX_LEN
-            if ((uint32_t)prefix_len > n->partial_len) {
-                prefix_len = n->partial_len;
-            }
-
-            // If there is no match, search is terminated
-            if (!prefix_len) {
-                return 0;
-
-            // If we've matched the prefix, iterate on this node
-            } else if (depth + prefix_len == key_len) {
-                return recursive_iter(n, cb, data);
-            }
-
-            // if there is a full match, go deeper
-            depth = depth + n->partial_len;
-        }
-
-        // Recursively search
-        child = find_child(n, key[depth]);
-        n = (child) ? *child : NULL;
-        depth++;
-    }
-    return 0;
-}
-

From ec4228b6eddbb10365fd4c8f83606a7f8c80e54b Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 9 Jul 2018 08:17:34 -0700
Subject: [PATCH 070/116] Random keys

---
 test/bench-tart.cc | 42 +++++++++++++++++++-----------------------
 1 file changed, 19 insertions(+), 23 deletions(-)

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 9e959b40..ed51f45c 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -9,22 +9,14 @@
 #include "TART.hh"
 #include "Transaction.hh"
 #include <unistd.h>
+#include <random>
 
 #define NTHREAD 10
 #define NVALS 1000000
 
-TART art;
-
-void printMem() {
-    int tSize = 0, resident = 0, share = 0;
-    std::ifstream buffer("/proc/self/statm");
-    buffer >> tSize >> resident >> share;
-    buffer.close();
+uint64_t keys[NVALS];
 
-    long page_size_kb = sysconf(_SC_PAGE_SIZE) / 1024; // in case x86-64 is configured to use 2MB pages
-    double rss = resident * page_size_kb;
-    std::cout << "Memory - " << rss << " kB\n";
-}
+TART art;
 
 std::vector<unsigned char> intToBytes(int paramInt)
 {
@@ -38,10 +30,10 @@ void insertKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
-        auto v = intToBytes(i);
+        auto v = intToBytes(keys[i]);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            art.insert(str, i);
+            art.insert(str, keys[i]);
         } RETRY_E(true);
     }
 }
@@ -50,11 +42,11 @@ void lookupKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
-        auto v = intToBytes(i);
+        auto v = intToBytes(keys[i]);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
             auto val = art.lookup(str);
-            assert((int) val == i);
+            assert(val == keys[i]);
         } RETRY_E(true);
     }
 }
@@ -63,7 +55,7 @@ void eraseKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
-        auto v = intToBytes(i);
+        auto v = intToBytes(keys[i]);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
             art.erase(str);
@@ -98,7 +90,14 @@ void words() {
 
 int main() {
     art = TART();
-    printMem();
+
+    std::mt19937 rng;
+    rng.seed(std::random_device()());
+    std::uniform_int_distribution<std::mt19937::result_type> dist(0,(unsigned) -1);
+
+    for (uint64_t i = 0; i < NVALS; i++) {
+        keys[i] = dist(rng);
+    }
 
     // Build tree
     {
@@ -113,9 +112,8 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("insert,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("insert,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
-    printMem();
 
     {
         auto starttime = std::chrono::system_clock::now();
@@ -129,9 +127,8 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("lookup,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
-    printMem();
 
     {
         auto starttime = std::chrono::system_clock::now();
@@ -145,9 +142,8 @@ int main() {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("erase,%d,%f\n\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("erase,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
-    printMem();
 
     // words();
 }

From 22ace7487d4a10d9c0ca53ed17565ccf1480c8f9 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 9 Jul 2018 08:30:15 -0700
Subject: [PATCH 071/116] Improve bench

---
 test/bench-tart.cc | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index ed51f45c..30ae34e7 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -13,8 +13,9 @@
 
 #define NTHREAD 10
 #define NVALS 1000000
+#define RAND 1
 
-uint64_t keys[NVALS];
+uint64_t* keys;
 
 TART art;
 
@@ -91,12 +92,18 @@ void words() {
 int main() {
     art = TART();
 
+    keys = new uint64_t[NVALS];
+
     std::mt19937 rng;
     rng.seed(std::random_device()());
     std::uniform_int_distribution<std::mt19937::result_type> dist(0,(unsigned) -1);
 
     for (uint64_t i = 0; i < NVALS; i++) {
+#ifdef RAND
         keys[i] = dist(rng);
+#else
+        keys[i] = i;
+#endif
     }
 
     // Build tree

From c626a734116886591fdf860044cebd45cec6b212 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 9 Jul 2018 10:11:35 -0700
Subject: [PATCH 072/116] Correct erase

---
 datatype/TART.hh  |  4 ++++
 test/unit-tart.cc | 43 ++++++++++++++++++++++++++++++-------------
 2 files changed, 34 insertions(+), 13 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 5d233492..3d4ada66 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -147,6 +147,10 @@ public:
             item_parent.add_flags(parent_bit);
             return;
         }
+
+        auto item_parent = Sto::item(this, r.second);
+        item_parent.add_flags(parent_bit);
+        r.second->vers.observe_read(item_parent);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 69a2d38f..aeffad61 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -229,6 +229,22 @@ void testEmptyErase() {
 
 }
 
+void testAbsentErase() {
+    TART a;
+
+    TestTransaction t1(0);
+    a.erase("foo");
+    a.insert("bar", 1);
+
+    TestTransaction t2(1);
+    a.insert("foo", 123);
+    assert(t2.try_commit());
+
+    t1.use();
+    assert(!t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
 void multiWrite() {
     TART aTART;
     {
@@ -658,25 +674,26 @@ int main() {
     // Checks();
     // return 0;
     //
-    TART a;
-    
-    {
-        TransactionGuard t;
-        a.insert("romane", 1);
-        a.insert("romanus", 2);
-        a.insert("romulus", 3);
-        a.insert("rubens", 4);
-        a.insert("ruber", 5);
-        a.insert("rubicon", 6);
-        a.insert("rubicundus", 7);
-    }
+    // TART a;
+    //
+    // {
+    //     TransactionGuard t;
+    //     a.insert("romane", 1);
+    //     a.insert("romanus", 2);
+    //     a.insert("romulus", 3);
+    //     a.insert("rubens", 4);
+    //     a.insert("ruber", 5);
+    //     a.insert("rubicon", 6);
+    //     a.insert("rubicundus", 7);
+    // }
     
-    a.print();
+    // a.print();
 
     testSimple();
     testSimple2();
     testSimpleErase();
     testEmptyErase();
+    testAbsentErase();
     multiWrite();
     multiThreadWrites();
     testReadDelete(); // problem w/ lacking implementation of erase

From 8f6ef77c325a8bb6ecebecd3f123e3cee2a35c20 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 9 Jul 2018 10:52:56 -0700
Subject: [PATCH 073/116] Masstree

---
 GNUmakefile.in         |   5 ++
 test/bench-masstree.cc | 147 +++++++++++++++++++++++++++++++++++++++++
 2 files changed, 152 insertions(+)
 create mode 100644 test/bench-masstree.cc

diff --git a/GNUmakefile.in b/GNUmakefile.in
index 112018a1..88127ddd 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -108,6 +108,7 @@ UNIT_PROGRAMS = unit-tarray \
 				unit-swisstarray \
 				unit-swisstgeneric \
 				unit-masstree \
+				bench-masstree \
                 unit-dboindex
 
 ACT_UNIT_PROGRAMS = unit-tarray \
@@ -126,6 +127,7 @@ ACT_UNIT_PROGRAMS = unit-tarray \
                     unit-swisstarray \
                     unit-swisstgeneric \
                     unit-masstree \
+					bench-masstree \
 					unit-dboindex
 
 PROGRAMS = concurrent \
@@ -260,6 +262,9 @@ unit-swisstgeneric: $(OBJ)/unit-swisstgeneric.o $(STO_DEPS)
 unit-masstree: $(OBJ)/unit-masstree.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_DEPS) $(LDFLAGS) $(LIBS)
 
+bench-masstree: $(OBJ)/bench-masstree.o $(STO_DEPS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_DEPS) $(LDFLAGS) $(LIBS)
+
 unit-dboindex: $(OBJ)/unit-dboindex.o $(INDEX_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(INDEX_DEPS) $(LDFLAGS) $(LIBS)
 
diff --git a/test/bench-masstree.cc b/test/bench-masstree.cc
new file mode 100644
index 00000000..22bf297d
--- /dev/null
+++ b/test/bench-masstree.cc
@@ -0,0 +1,147 @@
+#include <iostream>
+#include <random>
+#include <vector>
+#include <thread>
+#include <byteswap.h>
+
+#include <pthread.h>
+
+#include "config.h"
+#include "compiler.hh"
+
+#include "masstree.hh"
+#include "kvthread.hh"
+#include "masstree_tcursor.hh"
+#include "masstree_insert.hh"
+#include "masstree_print.hh"
+#include "masstree_remove.hh"
+#include "masstree_scan.hh"
+#include "string.hh"
+
+#define NUM_THREADS 4
+#define NTHREAD 20
+
+uint64_t* keys;
+
+class MasstreeWrapper {
+public:
+    static constexpr uint64_t insert_bound = 0xffffff;
+    struct table_params : public Masstree::nodeparams<15,15> {
+        typedef uint64_t value_type;
+        typedef Masstree::value_print<value_type> value_print_type;
+        typedef threadinfo threadinfo_type;
+    };
+
+    typedef Masstree::Str Str;
+    typedef Masstree::basic_table<table_params> table_type;
+    typedef Masstree::unlocked_tcursor<table_params> unlocked_cursor_type;
+    typedef Masstree::tcursor<table_params> cursor_type;
+    typedef Masstree::leaf<table_params> leaf_type;
+
+    typedef typename table_type::node_type node_type;
+    typedef typename unlocked_cursor_type::nodeversion_value_type nodeversion_value_type;
+
+    static __thread typename table_params::threadinfo_type *ti;
+
+    MasstreeWrapper() {
+        this->table_init();
+    }
+
+    void table_init() {
+        if (ti == nullptr)
+            ti = threadinfo::make(threadinfo::TI_MAIN, -1);
+        table_.initialize(*ti);
+        key_gen_ = 0;
+    }
+
+    void keygen_reset() {
+        key_gen_ = 0;
+    }
+
+    static void thread_init(int thread_id) {
+        if (ti == nullptr)
+            ti = threadinfo::make(threadinfo::TI_PROCESS, thread_id);
+    }
+
+    void insert(int int_key) {
+        uint64_t key_buf;
+        if (int_key > insert_bound)
+            return;
+        Str key = make_key(int_key, key_buf);
+
+        cursor_type lp(table_, key);
+        bool found = lp.find_insert(*ti);
+        always_assert(!found, "keys should all be unique");
+
+        lp.value() = int_key;
+
+        fence();
+        lp.finish(1, *ti);
+    }
+
+    void remove(int int_key) {
+        uint64_t key_buf;
+        if (int_key > insert_bound)
+            return;
+        Str key = make_key(int_key, key_buf);
+
+        cursor_type lp(table_, key);
+        bool found = lp.find_locked(*ti);
+        always_assert(found, "keys must all exist");
+        lp.finish(-1, *ti);
+    }
+
+private:
+    table_type table_;
+    uint64_t key_gen_;
+
+    static inline Str make_key(uint64_t int_key, uint64_t& key_buf) {
+        key_buf = __bswap_64(int_key);
+        return Str((const char *)&key_buf, sizeof(key_buf));
+    }
+};
+
+pthread_barrier_t barrier;
+__thread typename MasstreeWrapper::table_params::threadinfo_type* MasstreeWrapper::ti = nullptr;
+
+volatile mrcu_epoch_type active_epoch = 1;
+volatile uint64_t globalepoch = 1;
+volatile bool recovering = false;
+
+#define NVALS 1000000
+
+void insertKey(MasstreeWrapper* mt, int thread_id) {
+    mt->thread_init(thread_id);
+
+    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+        mt->insert(keys[i]);
+    }
+}
+
+int main() {
+    pthread_barrier_init(&barrier, nullptr, NUM_THREADS);
+    auto mt = new MasstreeWrapper();
+
+    keys = new uint64_t[NVALS];
+    for (uint64_t i = 0; i < NVALS; i++) {
+        keys[i] = i;
+    }
+
+    {
+        auto starttime = std::chrono::system_clock::now();
+        std::thread threads[NTHREAD];
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i] = std::thread(insertKey, mt, i);
+        }
+
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i].join();
+        }
+        auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+                std::chrono::system_clock::now() - starttime);
+        printf("insert,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+    }
+
+    pthread_barrier_destroy(&barrier);
+    return 0;
+}

From 610c0e9589c175b1de9f29abad1b12ee00368186 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 9 Jul 2018 21:46:40 -0400
Subject: [PATCH 074/116] Use cmdline args for benchmark

---
 test/bench-tart.cc | 48 +++++++++++++++++++++++++++-------------------
 1 file changed, 28 insertions(+), 20 deletions(-)

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 30ae34e7..7c8519d2 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -11,9 +11,10 @@
 #include <unistd.h>
 #include <random>
 
-#define NTHREAD 10
+int nthread = 1;
+int rand_keys = 0;
+
 #define NVALS 1000000
-#define RAND 1
 
 uint64_t* keys;
 
@@ -30,7 +31,7 @@ std::vector<unsigned char> intToBytes(int paramInt)
 void insertKey(int thread_id) {
     TThread::set_id(thread_id);
 
-    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
         auto v = intToBytes(keys[i]);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
@@ -42,7 +43,7 @@ void insertKey(int thread_id) {
 void lookupKey(int thread_id) {
     TThread::set_id(thread_id);
 
-    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
         auto v = intToBytes(keys[i]);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
@@ -55,7 +56,7 @@ void lookupKey(int thread_id) {
 void eraseKey(int thread_id) {
     TThread::set_id(thread_id);
 
-    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
         auto v = intToBytes(keys[i]);
         std::string str(v.begin(),v.end());
         TRANSACTION_E {
@@ -89,7 +90,14 @@ void words() {
     input2.close();
 }
 
-int main() {
+int main(int argc, char *argv[]) {
+    if (argc > 1) {
+        nthread = atoi(argv[1]);
+    }
+    if (argc > 2) {
+        rand_keys = atoi(argv[2]);
+    }
+
     art = TART();
 
     keys = new uint64_t[NVALS];
@@ -99,22 +107,22 @@ int main() {
     std::uniform_int_distribution<std::mt19937::result_type> dist(0,(unsigned) -1);
 
     for (uint64_t i = 0; i < NVALS; i++) {
-#ifdef RAND
-        keys[i] = dist(rng);
-#else
-        keys[i] = i;
-#endif
+        if (rand_keys) {
+            keys[i] = dist(rng);
+        } else {
+            keys[i] = i;
+        }
     }
 
     // Build tree
     {
         auto starttime = std::chrono::system_clock::now();
-        std::thread threads[NTHREAD];
-        for (int i = 0; i < NTHREAD; i++) {
+        std::thread threads[nthread];
+        for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread(insertKey, i);
         }
 
-        for (int i = 0; i < NTHREAD; i++) {
+        for (int i = 0; i < nthread; i++) {
             threads[i].join();
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
@@ -124,12 +132,12 @@ int main() {
 
     {
         auto starttime = std::chrono::system_clock::now();
-        std::thread threads[NTHREAD];
-        for (int i = 0; i < NTHREAD; i++) {
+        std::thread threads[nthread];
+        for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread(lookupKey, i);
         }
 
-        for (int i = 0; i < NTHREAD; i++) {
+        for (int i = 0; i < nthread; i++) {
             threads[i].join();
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
@@ -139,12 +147,12 @@ int main() {
 
     {
         auto starttime = std::chrono::system_clock::now();
-        std::thread threads[NTHREAD];
-        for (int i = 0; i < NTHREAD; i++) {
+        std::thread threads[nthread];
+        for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread(eraseKey, i);
         }
 
-        for (int i = 0; i < NTHREAD; i++) {
+        for (int i = 0; i < nthread; i++) {
             threads[i].join();
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(

From 94a5fbe4235a75139c24662af863bdf28ca0311b Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 10 Jul 2018 15:27:08 -0400
Subject: [PATCH 075/116] Add lookup to masstree bench

---
 .gitignore             |  1 +
 test/bench-masstree.cc | 40 ++++++++++++++++++++++++++++++++++------
 2 files changed, 35 insertions(+), 6 deletions(-)

diff --git a/.gitignore b/.gitignore
index 9a7eda0c..e146a828 100644
--- a/.gitignore
+++ b/.gitignore
@@ -38,6 +38,7 @@
 /unit-tint
 /unit-tart
 /bench-tart
+/bench-masstree
 /tart_bench
 /unit-tarray
 /unit-tbox
diff --git a/test/bench-masstree.cc b/test/bench-masstree.cc
index 22bf297d..2f0f8e49 100644
--- a/test/bench-masstree.cc
+++ b/test/bench-masstree.cc
@@ -20,12 +20,12 @@
 
 #define NUM_THREADS 4
 #define NTHREAD 20
+#define NVALS 10000000
 
 uint64_t* keys;
 
 class MasstreeWrapper {
 public:
-    static constexpr uint64_t insert_bound = 0xffffff;
     struct table_params : public Masstree::nodeparams<15,15> {
         typedef uint64_t value_type;
         typedef Masstree::value_print<value_type> value_print_type;
@@ -65,8 +65,6 @@ class MasstreeWrapper {
 
     void insert(int int_key) {
         uint64_t key_buf;
-        if (int_key > insert_bound)
-            return;
         Str key = make_key(int_key, key_buf);
 
         cursor_type lp(table_, key);
@@ -79,10 +77,18 @@ class MasstreeWrapper {
         lp.finish(1, *ti);
     }
 
+    int lookup(int int_key) {
+        uint64_t key_buf;
+        Str key = make_key(int_key, key_buf);
+
+        unlocked_cursor_type lp(table_, key);
+        bool found = lp.find_unlocked(*ti);
+        always_assert(found, "keys must all exist");
+        return lp.value();
+    }
+
     void remove(int int_key) {
         uint64_t key_buf;
-        if (int_key > insert_bound)
-            return;
         Str key = make_key(int_key, key_buf);
 
         cursor_type lp(table_, key);
@@ -108,7 +114,6 @@ volatile mrcu_epoch_type active_epoch = 1;
 volatile uint64_t globalepoch = 1;
 volatile bool recovering = false;
 
-#define NVALS 1000000
 
 void insertKey(MasstreeWrapper* mt, int thread_id) {
     mt->thread_init(thread_id);
@@ -118,6 +123,15 @@ void insertKey(MasstreeWrapper* mt, int thread_id) {
     }
 }
 
+void lookupKey(MasstreeWrapper* mt, int thread_id) {
+    mt->thread_init(thread_id);
+
+    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+        int v = mt->lookup(keys[i]);
+        assert(v == keys[i]);
+    }
+}
+
 int main() {
     pthread_barrier_init(&barrier, nullptr, NUM_THREADS);
     auto mt = new MasstreeWrapper();
@@ -141,6 +155,20 @@ int main() {
                 std::chrono::system_clock::now() - starttime);
         printf("insert,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
+    {
+        auto starttime = std::chrono::system_clock::now();
+        std::thread threads[NTHREAD];
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i] = std::thread(lookupKey, mt, i);
+        }
+
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i].join();
+        }
+        auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+                std::chrono::system_clock::now() - starttime);
+        printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+    }
 
     pthread_barrier_destroy(&barrier);
     return 0;

From 5b26d2ef43a873a91f0efe8d47ecb2c79cc2e733 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 11 Jul 2018 11:35:16 -0400
Subject: [PATCH 076/116] Improve erase performance

---
 datatype/TART.hh   | 10 ++++++----
 test/bench-tart.cc |  2 +-
 2 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 3d4ada66..2374345c 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -95,6 +95,7 @@ public:
         e->key = k;
         e->val = v;
         e->poisoned = true;
+        // printf("vers %p\n", e->vers);
         bool success;
         root_.access().insert(art_key, (TID) e, &success);
         if (!success) {
@@ -142,9 +143,9 @@ public:
             item.add_write(0);
             item.add_flags(deleted_bit);
 
-            auto item_parent = Sto::item(this, r.second);
-            item_parent.add_write(0);
-            item_parent.add_flags(parent_bit);
+            // auto item_parent = Sto::item(this, r.second);
+            // item_parent.add_write(0);
+            // item_parent.add_flags(parent_bit);
             return;
         }
 
@@ -168,7 +169,7 @@ public:
             return parent->vers.cp_check_version(txn, item);
         } else {
             Element* e = item.template key<Element*>();
-            return e->vers.cp_check_version(txn, item);
+            return !e->poisoned && e->vers.cp_check_version(txn, item);
         }
     }
     void install(TransItem& item, Transaction& txn) override {
@@ -182,6 +183,7 @@ public:
                 art_key.set(e->key.c_str(), e->key.size()+1);
                 root_.access().remove(art_key, (TID) e);
                 Transaction::rcu_delete(e);
+                return;
             }
             e->poisoned = false;
             e->val = item.template write_value<TVal>();
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 7c8519d2..2c588d94 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -14,7 +14,7 @@
 int nthread = 1;
 int rand_keys = 0;
 
-#define NVALS 1000000
+#define NVALS 10000000
 
 uint64_t* keys;
 

From 8f2813f2391a502cc11fa4909b833b61ccb84e76 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Wed, 11 Jul 2018 13:09:15 -0300
Subject: [PATCH 077/116] new test insert delete, it fails!

---
 test/unit-tart.cc | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index aeffad61..a1828344 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -378,6 +378,35 @@ void testReadDeleteInsert() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+
+void testInsertDelete() {
+    TART aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    aTART.insert(absentkey1, 123);
+    aTART.insert(absentkey2, 456);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+    assert(t2.try_commit());
+
+    assert(t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 123);
+        assert(y == 456);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
 // test that reading poisoned val aborts
 void testAbsent1_1() {
     TART aTART;
@@ -700,6 +729,7 @@ int main() {
     testReadWriteDelete();
     testReadDeleteInsert();
     testAbsent1_1();
+    testInsertDelete();
     testAbsent1_2();
     testAbsent1_3(); // ABA read insert delete detection no longer exists
     testAbsent2_2();

From e16d63dc74e442c17fa5b2f9b4ef62dd808b7d1e Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 11 Jul 2018 13:05:30 -0400
Subject: [PATCH 078/116] Fix insert delete issue

---
 datatype/TART.hh  | 12 +++++++++++-
 test/unit-tart.cc |  6 +++---
 2 files changed, 14 insertions(+), 4 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 2374345c..4d4452da 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -33,6 +33,7 @@ public:
 
     static constexpr TransItem::flags_type parent_bit = TransItem::user0_bit;
     static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit<<1;
+    static constexpr TransItem::flags_type new_insert_bit = TransItem::user0_bit<<2;
 
     TART() {
         root_.access().setLoadKey(TART::loadKey);
@@ -106,6 +107,7 @@ public:
         auto item_parent = Sto::item(this, r.second);
         item_parent.add_write(v);
         item_el.add_write(v);
+        item_el.add_flags(new_insert_bit);
         item_parent.add_flags(parent_bit);
     }
 
@@ -160,7 +162,15 @@ public:
             return parent->vers.is_locked_here() || txn.try_lock(item, parent->vers);
         } else {
             Element* e = item.template key<Element*>();
-            return txn.try_lock(item, e->vers);
+            bool locked = txn.try_lock(item, e->vers);
+            if (!locked) {
+                return false;
+            }
+            if (e->poisoned && !(item.has_flag(new_insert_bit) || item.has_flag(deleted_bit))) {
+                e->vers.cp_unlock(item);
+                return false;
+            }
+            return true;
         }
     }
     bool check(TransItem& item, Transaction& txn) override {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index a1828344..3f545096 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -394,14 +394,14 @@ void testInsertDelete() {
     aTART.erase(absentkey1);
     assert(t2.try_commit());
 
-    assert(t1.try_commit());
+    assert(!t1.try_commit());
 
     {
         TransactionGuard t;
         volatile auto x = aTART.lookup(absentkey1);
         volatile auto y = aTART.lookup(absentkey2);
-        assert(x == 123);
-        assert(y == 456);
+        assert(x == 0);
+        assert(y == 10);
     }
 
     printf("PASS: %s\n", __FUNCTION__);

From ddc711e999aa1ad928f5fb5df43b9108441d34f4 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 12 Jul 2018 11:09:49 -0400
Subject: [PATCH 079/116] Add remove to masstree bench

---
 test/bench-masstree.cc | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/test/bench-masstree.cc b/test/bench-masstree.cc
index 2f0f8e49..6312e346 100644
--- a/test/bench-masstree.cc
+++ b/test/bench-masstree.cc
@@ -132,6 +132,14 @@ void lookupKey(MasstreeWrapper* mt, int thread_id) {
     }
 }
 
+void removeKey(MasstreeWrapper* mt, int thread_id) {
+    mt->thread_init(thread_id);
+
+    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+        mt->remove(keys[i]);
+    }
+}
+
 int main() {
     pthread_barrier_init(&barrier, nullptr, NUM_THREADS);
     auto mt = new MasstreeWrapper();
@@ -169,6 +177,20 @@ int main() {
                 std::chrono::system_clock::now() - starttime);
         printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
+    {
+        auto starttime = std::chrono::system_clock::now();
+        std::thread threads[NTHREAD];
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i] = std::thread(removeKey, mt, i);
+        }
+
+        for (int i = 0; i < NTHREAD; i++) {
+            threads[i].join();
+        }
+        auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+                std::chrono::system_clock::now() - starttime);
+        printf("erase,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+    }
 
     pthread_barrier_destroy(&barrier);
     return 0;

From 5946fc773a9e180d1d7eae26d4df82d26ed61bbf Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 12 Jul 2018 15:11:38 -0400
Subject: [PATCH 080/116] Start faster keys

---
 datatype/TART.hh       | 111 +++++++++++++++++++++++++++++++++--------
 test/bench-masstree.cc |  52 ++++++++++++-------
 test/bench-tart.cc     |  66 ++++++++++++------------
 test/unit-tart.cc      |  64 ++++++++++++------------
 4 files changed, 189 insertions(+), 104 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 4d4452da..3d928f9d 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -12,12 +12,13 @@
 
 class TART : public TObject {
 public:
-    typedef std::string TKey;
+    typedef const char* TKey;
     typedef uintptr_t TVal;
     typedef ART_OLC::N Node;
 
     struct Element {
         TKey key;
+        int len;
         TVal val;
         TVersion vers;
         bool poisoned;
@@ -25,9 +26,32 @@ public:
 
     static void loadKey(TID tid, Key &key) {
         Element* e = (Element*) tid;
-        key.set(e->key.c_str(), e->key.size() + 1);
+        if (e->len > 8) {
+            key.setKeyLen(e->len);
+            key.set(e->key, e->len);
+        } else {
+            key.setKeyLen(e->len);
+            memcpy(&key[0], &e->key, e->len);
+            // reinterpret_cast<uint64_t*>(&key[0])[0] = __builtin_bswap64((uint64_t) e->key);
+        }
+    }
+
+    static void make_key(TKey tkey, Key &key, int len) {
+        if (len > 8) {
+            key.setKeyLen(len);
+            key.set(tkey, len);
+        } else {
+            key.setKeyLen(len);
+            memcpy(&key[0], tkey, len);
+            // reinterpret_cast<uint64_t*>(&key[0])[0] = __builtin_bswap64((uint64_t) tkey);
+        }
     }
 
+    // static void loadKey(TID tid, Key &key) {
+    //     Element* e = (Element*) tid;
+    //     key.set(e->key.c_str(), e->key.size() + 1);
+    // }
+
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
@@ -39,9 +63,9 @@ public:
         root_.access().setLoadKey(TART::loadKey);
     }
 
-    TVal transGet(TKey k) {
+    TVal transGet(TKey k, int len) {
         Key key;
-        key.set(k.c_str(), k.size()+1);
+        make_key(k, key, len);
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -62,9 +86,10 @@ public:
         return 0;
     }
 
-    TVal nonTransGet(TKey k) {
+    TVal nonTransGet(TKey k, int len) {
         Key key;
-        key.set(k.c_str(), k.size()+1);
+        // key.set(k.c_str(), k.size()+1);
+        make_key(k, key, len);
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -73,13 +98,20 @@ public:
         return 0;
     }
 
-    TVal lookup(TKey k) {
-        return transGet(k);
+    TVal lookup(TKey k, int len) {
+        return transGet(k, len);
+    }
+    TVal lookup(uint64_t k) {
+        return transGet((TKey) &k, sizeof(uint64_t));
+    }
+    TVal lookup(const char* k) {
+        return transGet(k, strlen(k));
     }
 
-    void transPut(TKey k, TVal v) {
+    void transPut(TKey k, TVal v, int len) {
         Key art_key;
-        art_key.set(k.c_str(), k.size()+1);
+        make_key(k, art_key, len);
+        // art_key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -93,10 +125,14 @@ public:
         }
 
         e = new Element();
-        e->key = k;
+        if (len > 8) {
+            e->key = k;
+        } else {
+            memcpy(&e->key, k, len);
+        }
         e->val = v;
         e->poisoned = true;
-        // printf("vers %p\n", e->vers);
+        e->len = len;
         bool success;
         root_.access().insert(art_key, (TID) e, &success);
         if (!success) {
@@ -111,9 +147,10 @@ public:
         item_parent.add_flags(parent_bit);
     }
 
-    void nonTransPut(TKey k, TVal v) {
+    void nonTransPut(TKey k, TVal v, int len) {
         Key art_key;
-        art_key.set(k.c_str(), k.size()+1);
+        // art_key.set(k.c_str(), k.size()+1);
+        make_key(k, art_key, len);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -122,18 +159,30 @@ public:
         }
 
         e = new Element();
-        e->key = k;
+        if (len > 8) {
+            e->key = k;
+        } else {
+            memcpy(&e->key, k, len);
+        }
         e->val = v;
+        e->len = len;
         root_.access().insert(art_key, (TID) e, nullptr);
     }
 
-    void insert(TKey k, TVal v) {
-        transPut(k, v);
+    void insert(TKey k, TVal v, int len) {
+        transPut(k, v, len);
+    }
+    void insert(uint64_t k, TVal v) {
+        transPut((TKey) &k, v, sizeof(uint64_t));
+    }
+    void insert(const char* k, TVal v) {
+        transPut(k, v, strlen(k));
     }
 
-    void erase(TKey k) {
+    void transRemove(TKey k, int len) {
         Key art_key;
-        art_key.set(k.c_str(), k.size()+1);
+        // art_key.set(k.c_str(), k.size()+1);
+        make_key(k, art_key, len);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -156,6 +205,16 @@ public:
         r.second->vers.observe_read(item_parent);
     }
 
+    void erase(TKey k, int len) {
+        transRemove(k, len);
+    }
+    void erase(uint64_t k) {
+        transRemove((TKey) &k, sizeof(uint64_t));
+    }
+    void erase(const char* k) {
+        transRemove(k, strlen(k));
+    }
+
     bool lock(TransItem& item, Transaction& txn) override {
         if (item.has_flag(parent_bit)) {
             Node* parent = item.template key<Node*>();
@@ -190,7 +249,12 @@ public:
             Element* e = item.template key<Element*>();
             if (item.has_flag(deleted_bit)) {
                 Key art_key;
-                art_key.set(e->key.c_str(), e->key.size()+1);
+                // art_key.set(e->key.c_str(), e->key.size()+1);
+                if (e->len > 8) {
+                    make_key(e->key, art_key, e->len);
+                } else {
+                    make_key((const char*) &e->key, art_key, e->len);
+                }
                 root_.access().remove(art_key, (TID) e);
                 Transaction::rcu_delete(e);
                 return;
@@ -216,7 +280,12 @@ public:
         Element* e = item.template key<Element*>();
         if (e->poisoned) {
             Key art_key;
-            art_key.set(e->key.c_str(), e->key.size()+1);
+            // art_key.set(e->key.c_str(), e->key.size()+1);
+            if (e->len > 8) {
+                make_key(e->key, art_key, e->len);
+            } else {
+                make_key((const char*) &e->key, art_key, e->len);
+            }
             root_.access().remove(art_key, (TID) e);
             Transaction::rcu_delete(e);
         }
diff --git a/test/bench-masstree.cc b/test/bench-masstree.cc
index 6312e346..4ca25193 100644
--- a/test/bench-masstree.cc
+++ b/test/bench-masstree.cc
@@ -18,8 +18,9 @@
 #include "masstree_scan.hh"
 #include "string.hh"
 
-#define NUM_THREADS 4
-#define NTHREAD 20
+int nthread = 1;
+int rand_keys = 0;
+
 #define NVALS 10000000
 
 uint64_t* keys;
@@ -93,7 +94,7 @@ class MasstreeWrapper {
 
         cursor_type lp(table_, key);
         bool found = lp.find_locked(*ti);
-        always_assert(found, "keys must all exist");
+        // always_assert(found, "keys must all exist");
         lp.finish(-1, *ti);
     }
 
@@ -118,7 +119,7 @@ volatile bool recovering = false;
 void insertKey(MasstreeWrapper* mt, int thread_id) {
     mt->thread_init(thread_id);
 
-    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
         mt->insert(keys[i]);
     }
 }
@@ -126,7 +127,7 @@ void insertKey(MasstreeWrapper* mt, int thread_id) {
 void lookupKey(MasstreeWrapper* mt, int thread_id) {
     mt->thread_init(thread_id);
 
-    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
         int v = mt->lookup(keys[i]);
         assert(v == keys[i]);
     }
@@ -135,28 +136,43 @@ void lookupKey(MasstreeWrapper* mt, int thread_id) {
 void removeKey(MasstreeWrapper* mt, int thread_id) {
     mt->thread_init(thread_id);
 
-    for (int i = thread_id*(NVALS/NTHREAD); i < (thread_id+1)*NVALS/NTHREAD; i++) {
+    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
         mt->remove(keys[i]);
     }
 }
 
-int main() {
-    pthread_barrier_init(&barrier, nullptr, NUM_THREADS);
+int main(int argc, char *argv[]) {
+    if (argc > 1) {
+        nthread = atoi(argv[1]);
+    }
+    if (argc > 2) {
+        rand_keys = atoi(argv[2]);
+    }
+
+    pthread_barrier_init(&barrier, nullptr, nthread);
     auto mt = new MasstreeWrapper();
 
     keys = new uint64_t[NVALS];
+    std::mt19937 rng;
+    rng.seed(std::random_device()());
+    std::uniform_int_distribution<std::mt19937::result_type> dist(0,(unsigned) -1);
+
     for (uint64_t i = 0; i < NVALS; i++) {
-        keys[i] = i;
+        if (rand_keys) {
+            keys[i] = dist(rng);
+        } else {
+            keys[i] = i;
+        }
     }
 
     {
         auto starttime = std::chrono::system_clock::now();
-        std::thread threads[NTHREAD];
-        for (int i = 0; i < NTHREAD; i++) {
+        std::thread threads[nthread];
+        for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread(insertKey, mt, i);
         }
 
-        for (int i = 0; i < NTHREAD; i++) {
+        for (int i = 0; i < nthread; i++) {
             threads[i].join();
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
@@ -165,12 +181,12 @@ int main() {
     }
     {
         auto starttime = std::chrono::system_clock::now();
-        std::thread threads[NTHREAD];
-        for (int i = 0; i < NTHREAD; i++) {
+        std::thread threads[nthread];
+        for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread(lookupKey, mt, i);
         }
 
-        for (int i = 0; i < NTHREAD; i++) {
+        for (int i = 0; i < nthread; i++) {
             threads[i].join();
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
@@ -179,12 +195,12 @@ int main() {
     }
     {
         auto starttime = std::chrono::system_clock::now();
-        std::thread threads[NTHREAD];
-        for (int i = 0; i < NTHREAD; i++) {
+        std::thread threads[nthread];
+        for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread(removeKey, mt, i);
         }
 
-        for (int i = 0; i < NTHREAD; i++) {
+        for (int i = 0; i < nthread; i++) {
             threads[i].join();
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 2c588d94..f93e2878 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -32,10 +32,10 @@ void insertKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
-        auto v = intToBytes(keys[i]);
-        std::string str(v.begin(),v.end());
+        // auto v = intToBytes(keys[i]);
+        // std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            art.insert(str, keys[i]);
+            art.insert(keys[i], keys[i]);
         } RETRY_E(true);
     }
 }
@@ -44,10 +44,10 @@ void lookupKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
-        auto v = intToBytes(keys[i]);
-        std::string str(v.begin(),v.end());
+        // auto v = intToBytes(keys[i]);
+        // std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            auto val = art.lookup(str);
+            auto val = art.lookup(keys[i]);
             assert(val == keys[i]);
         } RETRY_E(true);
     }
@@ -57,38 +57,38 @@ void eraseKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
-        auto v = intToBytes(keys[i]);
-        std::string str(v.begin(),v.end());
+        // auto v = intToBytes(keys[i]);
+        // std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            art.erase(str);
+            art.erase(keys[i]);
         } RETRY_E(true);
     }
 }
 
-void words() {
-    TART a;
-    std::ifstream input("/usr/share/dict/words");
-    int i = 0;
-    for (std::string line; getline(input, line);) {
-        printf("%s\n", line.c_str());
-        TRANSACTION_E {
-            a.insert(line, i);
-        } RETRY_E(true);
-        i++;
-    }
-    input.close();
-    std::ifstream input2("/usr/share/dict/words");
-    printf("lookup\n");
-    i = 0;
-    for (std::string line; getline(input2, line);) {
-        TRANSACTION_E {
-            assert(a.lookup(line) == i);
-        } RETRY_E(true);
-        i++;
-    }
-    printf("done\n");
-    input2.close();
-}
+// void words() {
+//     TART a;
+//     std::ifstream input("/usr/share/dict/words");
+//     int i = 0;
+//     for (std::string line; getline(input, line);) {
+//         printf("%s\n", line.c_str());
+//         TRANSACTION_E {
+//             a.insert(line, i);
+//         } RETRY_E(true);
+//         i++;
+//     }
+//     input.close();
+//     std::ifstream input2("/usr/share/dict/words");
+//     printf("lookup\n");
+//     i = 0;
+//     for (std::string line; getline(input2, line);) {
+//         TRANSACTION_E {
+//             assert(a.lookup(line) == i);
+//         } RETRY_E(true);
+//         i++;
+//     }
+//     printf("done\n");
+//     input2.close();
+// }
 
 int main(int argc, char *argv[]) {
     if (argc > 1) {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 3f545096..5a14dcfd 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -12,20 +12,20 @@
 #define GUARDED if (TransactionGuard tguard{})
 
 // TODO these cause simple 2 to fail
-// std::string absentkey1 = "he";
-// std::string absentkey2 = "hello";
+// const char* absentkey1 = "he";
+// const char* absentkey2 = "hello";
 
-std::string absentkey1 = "hello";
-std::string absentkey2 = "1234";
-std::string absentkey2_1 = "1245";
-std::string absentkey2_2 = "1256";
-std::string absentkey2_3 = "1267";
-std::string absentkey2_4 = "1278";
-std::string absentkey2_5 = "1289";
+const char* absentkey1 = "hello";
+const char* absentkey2 = "1234";
+const char* absentkey2_1 = "1245";
+const char* absentkey2_2 = "1256";
+const char* absentkey2_3 = "1267";
+const char* absentkey2_4 = "1278";
+const char* absentkey2_5 = "1289";
 
-std::string checkkey = "check1";
-std::string checkkey2 = "check2";
-std::string checkkey3 = "check3";
+const char* checkkey = "check1";
+const char* checkkey2 = "check2";
+const char* checkkey3 = "check3";
 
 void NoChecks() {
     TART aTART;
@@ -97,8 +97,8 @@ void Checks() {
 void testSimple() {
     TART a;
 
-    std::string key1 = "hello world";
-    std::string key2 = "1234";
+    const char* key1 = "hello world";
+    const char* key2 = "1234";
     {
         TransactionGuard t;
         a.insert(key1, 123);
@@ -115,7 +115,7 @@ void testSimple() {
 
     {
         TransactionGuard t;
-        a.insert("foo", 1);
+        // a.insert("foo", 1);
         a.insert("foobar", 2);
     }
 
@@ -158,8 +158,8 @@ void testSimple2() {
 void testSimpleErase() {
     TART a;
 
-    std::string key1 = "hello world";
-    std::string key2 = "1234";
+    const char* key1 = "hello world";
+    const char* key2 = "1234";
     {
         TransactionGuard t;
         a.insert(key1, 123);
@@ -203,7 +203,7 @@ void testSimpleErase() {
 void testEmptyErase() {
     TART a;
 
-    std::string key1 = "hello world";
+    const char* key1 = "hello world";
 
     // deleting non-existent node
     {
@@ -703,20 +703,20 @@ int main() {
     // Checks();
     // return 0;
     //
-    // TART a;
-    //
-    // {
-    //     TransactionGuard t;
-    //     a.insert("romane", 1);
-    //     a.insert("romanus", 2);
-    //     a.insert("romulus", 3);
-    //     a.insert("rubens", 4);
-    //     a.insert("ruber", 5);
-    //     a.insert("rubicon", 6);
-    //     a.insert("rubicundus", 7);
-    // }
-    
-    // a.print();
+    TART a;
+
+    {
+        TransactionGuard t;
+        a.insert("romane", 1);
+        a.insert("romanus", 2);
+        a.insert("romulus", 3);
+        a.insert("rubens", 4);
+        a.insert("ruber", 5);
+        a.insert("rubicon", 6);
+        a.insert("rubicundus", 7);
+    }
+
+    a.print();
 
     testSimple();
     testSimple2();

From acac61d7f8b2ad2d9bc80d9612eb50f35bd187b4 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 13 Jul 2018 11:18:46 -0400
Subject: [PATCH 081/116] Correctness

---
 datatype/TART.hh   | 23 ++++++++++++++++++-----
 test/bench-tart.cc |  2 +-
 test/unit-tart.cc  |  2 +-
 3 files changed, 20 insertions(+), 7 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 3d928f9d..ebdc7144 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -73,9 +73,12 @@ public:
             if (item.has_write()) {
                 return item.template write_value<TVal>();
             }
+            e->vers.lock_exclusive();
             if (e->poisoned) {
+                e->vers.unlock_exclusive();
                 throw Transaction::Abort();
             }
+            e->vers.unlock_exclusive();
             e->vers.observe_read(item);
             return e->val;
         }
@@ -105,7 +108,7 @@ public:
         return transGet((TKey) &k, sizeof(uint64_t));
     }
     TVal lookup(const char* k) {
-        return transGet(k, strlen(k));
+        return transGet(k, strlen(k)+1);
     }
 
     void transPut(TKey k, TVal v, int len) {
@@ -116,9 +119,12 @@ public:
         Element* e = (Element*) r.first;
         if (e) {
             auto item = Sto::item(this, e);
+            e->vers.lock_exclusive();
             if (!item.has_write() && e->poisoned) {
+                e->vers.unlock_exclusive();
                 throw Transaction::Abort();
             }
+            e->vers.unlock_exclusive();
             item.add_write(v);
             item.clear_flags(deleted_bit);
             return;
@@ -126,7 +132,9 @@ public:
 
         e = new Element();
         if (len > 8) {
-            e->key = k;
+            char* p = (char*) malloc(len);
+            memcpy(p, k, len);
+            e->key = p;
         } else {
             memcpy(&e->key, k, len);
         }
@@ -160,7 +168,9 @@ public:
 
         e = new Element();
         if (len > 8) {
-            e->key = k;
+            char* p = (char*) malloc(len);
+            memcpy(p, k, len);
+            e->key = p;
         } else {
             memcpy(&e->key, k, len);
         }
@@ -176,7 +186,7 @@ public:
         transPut((TKey) &k, v, sizeof(uint64_t));
     }
     void insert(const char* k, TVal v) {
-        transPut(k, v, strlen(k));
+        transPut(k, v, strlen(k)+1);
     }
 
     void transRemove(TKey k, int len) {
@@ -187,10 +197,13 @@ public:
         Element* e = (Element*) r.first;
         if (e) {
             auto item = Sto::item(this, e);
+            e->vers.lock_exclusive();
             if (!item.has_write() && e->poisoned) {
+                e->vers.unlock_exclusive();
                 throw Transaction::Abort();
             }
             e->poisoned = true;
+            e->vers.unlock_exclusive();
             item.add_write(0);
             item.add_flags(deleted_bit);
 
@@ -212,7 +225,7 @@ public:
         transRemove((TKey) &k, sizeof(uint64_t));
     }
     void erase(const char* k) {
-        transRemove(k, strlen(k));
+        transRemove(k, strlen(k)+1);
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index f93e2878..190ddda3 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -48,7 +48,7 @@ void lookupKey(int thread_id) {
         // std::string str(v.begin(),v.end());
         TRANSACTION_E {
             auto val = art.lookup(keys[i]);
-            assert(val == keys[i]);
+            // assert(val == keys[i]);
         } RETRY_E(true);
     }
 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 5a14dcfd..3d2aea6a 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -115,7 +115,7 @@ void testSimple() {
 
     {
         TransactionGuard t;
-        // a.insert("foo", 1);
+        a.insert("foo", 1);
         a.insert("foobar", 2);
     }
 

From 596f7175a7388271008446c25d279fae975073e4 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 13 Jul 2018 13:46:19 -0400
Subject: [PATCH 082/116] Fix cleanup and bench masstree with random keys

---
 datatype/TART.hh       | 4 ++++
 test/bench-masstree.cc | 6 +++---
 test/bench-tart.cc     | 2 +-
 3 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index ebdc7144..39532efc 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -291,6 +291,10 @@ public:
             return;
         }
         Element* e = item.template key<Element*>();
+        if (item.has_flag(deleted_bit)) {
+            e->poisoned = false;
+            return;
+        }
         if (e->poisoned) {
             Key art_key;
             // art_key.set(e->key.c_str(), e->key.size()+1);
diff --git a/test/bench-masstree.cc b/test/bench-masstree.cc
index 4ca25193..18c21355 100644
--- a/test/bench-masstree.cc
+++ b/test/bench-masstree.cc
@@ -70,12 +70,12 @@ class MasstreeWrapper {
 
         cursor_type lp(table_, key);
         bool found = lp.find_insert(*ti);
-        always_assert(!found, "keys should all be unique");
+        // always_assert(!found, "keys should all be unique");
 
         lp.value() = int_key;
 
         fence();
-        lp.finish(1, *ti);
+        lp.finish(!found, *ti);
     }
 
     int lookup(int int_key) {
@@ -129,7 +129,7 @@ void lookupKey(MasstreeWrapper* mt, int thread_id) {
 
     for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
         int v = mt->lookup(keys[i]);
-        assert(v == keys[i]);
+        assert(v == (int) keys[i]);
     }
 }
 
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 190ddda3..f93e2878 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -48,7 +48,7 @@ void lookupKey(int thread_id) {
         // std::string str(v.begin(),v.end());
         TRANSACTION_E {
             auto val = art.lookup(keys[i]);
-            // assert(val == keys[i]);
+            assert(val == keys[i]);
         } RETRY_E(true);
     }
 }

From 8986daa676ef49f4a3152ffb4e76cb78f5e346cc Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 16 Jul 2018 11:22:44 -0400
Subject: [PATCH 083/116] Start lookuprange

---
 test/unit-tart.cc | 74 +++++++++++++++++++++++++++++++++--------------
 1 file changed, 52 insertions(+), 22 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 3d2aea6a..613078c7 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -9,6 +9,14 @@
 #include "Transaction.hh"
 #include <unistd.h>
 
+struct Element {
+    const char* key;
+    int len;
+    uintptr_t val;
+    TVersion vers;
+    bool poisoned;
+};
+
 #define GUARDED if (TransactionGuard tguard{})
 
 // TODO these cause simple 2 to fail
@@ -716,30 +724,52 @@ int main() {
         a.insert("rubicundus", 7);
     }
 
+    Key start;
+    start.set("a", 2);
+
+    Key end;
+    end.set("z", 2);
+
+    Key continueKey;
+    continueKey.set("rubicundus", 11);
+
+    TID* result = new TID[10];
+    size_t resultsFound;
     a.print();
 
-    testSimple();
-    testSimple2();
-    testSimpleErase();
-    testEmptyErase();
-    testAbsentErase();
-    multiWrite();
-    multiThreadWrites();
-    testReadDelete(); // problem w/ lacking implementation of erase
-    testReadWriteDelete();
-    testReadDeleteInsert();
-    testAbsent1_1();
-    testInsertDelete();
-    testAbsent1_2();
-    testAbsent1_3(); // ABA read insert delete detection no longer exists
-    testAbsent2_2();
-    testAbsent3();
-    testAbsent3_2();
-    testABA1(); // ABA doesn't work
-    testMultiRead();
-    testReadWrite();
-    testPerNodeV();
-    testReadWrite();
+    bool success = a.lookupRange(start, end, continueKey, result, 10, resultsFound);
+    printf("success: %d\n", success);
+
+    for (int i = 0; i < resultsFound; i++) {
+        Element* e = (Element*) result[i];
+        printf("%d: %d\n", resultsFound, e->val);
+    }
+
+    printf("%s\n", continueKey.stackKey);
+
+    //
+    // testSimple();
+    // testSimple2();
+    // testSimpleErase();
+    // testEmptyErase();
+    // testAbsentErase();
+    // multiWrite();
+    // multiThreadWrites();
+    // testReadDelete(); // problem w/ lacking implementation of erase
+    // testReadWriteDelete();
+    // testReadDeleteInsert();
+    // testAbsent1_1();
+    // testInsertDelete();
+    // testAbsent1_2();
+    // testAbsent1_3(); // ABA read insert delete detection no longer exists
+    // testAbsent2_2();
+    // testAbsent3();
+    // testAbsent3_2();
+    // testABA1(); // ABA doesn't work
+    // testMultiRead();
+    // testReadWrite();
+    // testPerNodeV();
+    // testReadWrite();
 
     printf("TART tests pass\n");
 

From 5918d20635e21b762545d163d880c6378a0bd0d5 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 16 Jul 2018 11:23:15 -0400
Subject: [PATCH 084/116] More stuff

---
 ART/Key.h        | 2 +-
 datatype/TART.hh | 5 +++++
 2 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/ART/Key.h b/ART/Key.h
index 3c816ac8..9c6fddd3 100644
--- a/ART/Key.h
+++ b/ART/Key.h
@@ -14,8 +14,8 @@ class Key {
     uint32_t len = 0;
 
 
-    uint8_t stackKey[stackLen];
 public:
+    uint8_t stackKey[stackLen];
     uint8_t *data;
 
     Key() {}
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 39532efc..f8fbcd06 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -228,6 +228,11 @@ public:
         transRemove(k, strlen(k)+1);
     }
 
+    bool lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[],
+                                std::size_t resultSize, std::size_t &resultsFound) const {
+        return root_.access().lookupRange(start, end, continueKey, result, resultSize, resultsFound);
+    }
+
     bool lock(TransItem& item, Transaction& txn) override {
         if (item.has_flag(parent_bit)) {
             Node* parent = item.template key<Node*>();

From 3a436ebe4ca9c75d80df21e42ed02be53f712b4e Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 16 Jul 2018 11:47:52 -0400
Subject: [PATCH 085/116] Add RCU

---
 test/bench-tart.cc | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index f93e2878..a1a07157 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -18,7 +18,7 @@ int rand_keys = 0;
 
 uint64_t* keys;
 
-TART art;
+TART* art;
 
 std::vector<unsigned char> intToBytes(int paramInt)
 {
@@ -35,7 +35,7 @@ void insertKey(int thread_id) {
         // auto v = intToBytes(keys[i]);
         // std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            art.insert(keys[i], keys[i]);
+            art->insert(keys[i], keys[i]);
         } RETRY_E(true);
     }
 }
@@ -47,7 +47,7 @@ void lookupKey(int thread_id) {
         // auto v = intToBytes(keys[i]);
         // std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            auto val = art.lookup(keys[i]);
+            auto val = art->lookup(keys[i]);
             assert(val == keys[i]);
         } RETRY_E(true);
     }
@@ -60,7 +60,7 @@ void eraseKey(int thread_id) {
         // auto v = intToBytes(keys[i]);
         // std::string str(v.begin(),v.end());
         TRANSACTION_E {
-            art.erase(keys[i]);
+            art->erase(keys[i]);
         } RETRY_E(true);
     }
 }
@@ -98,7 +98,11 @@ int main(int argc, char *argv[]) {
         rand_keys = atoi(argv[2]);
     }
 
-    art = TART();
+    pthread_t advancer;
+    pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
+    pthread_detach(advancer); 
+
+    art = new TART();
 
     keys = new uint64_t[NVALS];
 
@@ -159,6 +163,7 @@ int main(int argc, char *argv[]) {
                 std::chrono::system_clock::now() - starttime);
         printf("erase,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
     }
+    delete art;
 
     // words();
 }

From d034960fe8d1b061b76a0b307c0a12ba6d2b8447 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 16 Jul 2018 14:01:21 -0400
Subject: [PATCH 086/116] Make keys pairs

---
 datatype/TART.hh | 103 +++++++++++++++++++++++------------------------
 1 file changed, 51 insertions(+), 52 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 39532efc..aca56f3a 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -12,13 +12,12 @@
 
 class TART : public TObject {
 public:
-    typedef const char* TKey;
+    typedef std::pair<const char*, size_t> TKey;
     typedef uintptr_t TVal;
     typedef ART_OLC::N Node;
 
     struct Element {
         TKey key;
-        int len;
         TVal val;
         TVersion vers;
         bool poisoned;
@@ -26,17 +25,17 @@ public:
 
     static void loadKey(TID tid, Key &key) {
         Element* e = (Element*) tid;
-        if (e->len > 8) {
-            key.setKeyLen(e->len);
-            key.set(e->key, e->len);
+        if (e->key.second > 8) {
+            key.setKeyLen(e->key.second);
+            key.set(e->key.first, e->key.second);
         } else {
-            key.setKeyLen(e->len);
-            memcpy(&key[0], &e->key, e->len);
-            // reinterpret_cast<uint64_t*>(&key[0])[0] = __builtin_bswap64((uint64_t) e->key);
+            key.setKeyLen(e->key.second);
+            memcpy(&key[0], &e->key.first, e->key.second);
+            // reinterpret_cast<uint64_t*>(&key[0])[0] = __builtin_bswap64((uint64_t) e->key.first);
         }
     }
 
-    static void make_key(TKey tkey, Key &key, int len) {
+    static void make_key(const char* tkey, Key &key, int len) {
         if (len > 8) {
             key.setKeyLen(len);
             key.set(tkey, len);
@@ -49,7 +48,7 @@ public:
 
     // static void loadKey(TID tid, Key &key) {
     //     Element* e = (Element*) tid;
-    //     key.set(e->key.c_str(), e->key.size() + 1);
+    //     key.set(e->key.first.c_str(), e->key.first.size() + 1);
     // }
 
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
@@ -63,9 +62,9 @@ public:
         root_.access().setLoadKey(TART::loadKey);
     }
 
-    TVal transGet(TKey k, int len) {
+    TVal transGet(TKey k) {
         Key key;
-        make_key(k, key, len);
+        make_key(k.first, key, k.second);
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -89,10 +88,10 @@ public:
         return 0;
     }
 
-    TVal nonTransGet(TKey k, int len) {
+    TVal nonTransGet(TKey k) {
         Key key;
         // key.set(k.c_str(), k.size()+1);
-        make_key(k, key, len);
+        make_key(k.first, key, k.second);
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -101,19 +100,19 @@ public:
         return 0;
     }
 
-    TVal lookup(TKey k, int len) {
-        return transGet(k, len);
+    TVal lookup(TKey k) {
+        return transGet(k);
     }
     TVal lookup(uint64_t k) {
-        return transGet((TKey) &k, sizeof(uint64_t));
+        return transGet({(const char*) &k, sizeof(uint64_t)});
     }
     TVal lookup(const char* k) {
-        return transGet(k, strlen(k)+1);
+        return transGet({k, strlen(k)+1});
     }
 
-    void transPut(TKey k, TVal v, int len) {
+    void transPut(TKey k, TVal v) {
         Key art_key;
-        make_key(k, art_key, len);
+        make_key(k.first, art_key, k.second);
         // art_key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
@@ -131,16 +130,16 @@ public:
         }
 
         e = new Element();
-        if (len > 8) {
-            char* p = (char*) malloc(len);
-            memcpy(p, k, len);
-            e->key = p;
+        if (k.second > 8) {
+            char* p = (char*) malloc(k.second);
+            memcpy(p, k.first, k.second);
+            e->key.first = p;
         } else {
-            memcpy(&e->key, k, len);
+            memcpy(&e->key.first, k.first, k.second);
         }
         e->val = v;
         e->poisoned = true;
-        e->len = len;
+        e->key.second = k.second;
         bool success;
         root_.access().insert(art_key, (TID) e, &success);
         if (!success) {
@@ -155,10 +154,10 @@ public:
         item_parent.add_flags(parent_bit);
     }
 
-    void nonTransPut(TKey k, TVal v, int len) {
+    void nonTransPut(TKey k, TVal v) {
         Key art_key;
         // art_key.set(k.c_str(), k.size()+1);
-        make_key(k, art_key, len);
+        make_key(k.first, art_key, k.second);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -167,32 +166,32 @@ public:
         }
 
         e = new Element();
-        if (len > 8) {
-            char* p = (char*) malloc(len);
-            memcpy(p, k, len);
-            e->key = p;
+        if (k.second > 8) {
+            char* p = (char*) malloc(k.second);
+            memcpy(p, k.first, k.second);
+            e->key.first = p;
         } else {
-            memcpy(&e->key, k, len);
+            memcpy(&e->key.first, k.first, k.second);
         }
         e->val = v;
-        e->len = len;
+        e->key.second = k.second;
         root_.access().insert(art_key, (TID) e, nullptr);
     }
 
-    void insert(TKey k, TVal v, int len) {
-        transPut(k, v, len);
+    void insert(TKey k, TVal v) {
+        transPut(k, v);
     }
     void insert(uint64_t k, TVal v) {
-        transPut((TKey) &k, v, sizeof(uint64_t));
+        transPut({(const char*) &k, sizeof(uint64_t)}, v);
     }
     void insert(const char* k, TVal v) {
-        transPut(k, v, strlen(k)+1);
+        transPut({k, strlen(k)+1}, v);
     }
 
-    void transRemove(TKey k, int len) {
+    void transRemove(TKey k) {
         Key art_key;
         // art_key.set(k.c_str(), k.size()+1);
-        make_key(k, art_key, len);
+        make_key(k.first, art_key, k.second);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -218,14 +217,14 @@ public:
         r.second->vers.observe_read(item_parent);
     }
 
-    void erase(TKey k, int len) {
-        transRemove(k, len);
+    void erase(TKey k) {
+        transRemove(k);
     }
     void erase(uint64_t k) {
-        transRemove((TKey) &k, sizeof(uint64_t));
+        transRemove({(const char*) &k, sizeof(uint64_t)});
     }
     void erase(const char* k) {
-        transRemove(k, strlen(k)+1);
+        transRemove({k, strlen(k)+1});
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
@@ -262,11 +261,11 @@ public:
             Element* e = item.template key<Element*>();
             if (item.has_flag(deleted_bit)) {
                 Key art_key;
-                // art_key.set(e->key.c_str(), e->key.size()+1);
-                if (e->len > 8) {
-                    make_key(e->key, art_key, e->len);
+                // art_key.set(e->key.first.c_str(), e->key.first.size()+1);
+                if (e->key.second > 8) {
+                    make_key(e->key.first, art_key, e->key.second);
                 } else {
-                    make_key((const char*) &e->key, art_key, e->len);
+                    make_key((const char*) &e->key.first, art_key, e->key.second);
                 }
                 root_.access().remove(art_key, (TID) e);
                 Transaction::rcu_delete(e);
@@ -297,11 +296,11 @@ public:
         }
         if (e->poisoned) {
             Key art_key;
-            // art_key.set(e->key.c_str(), e->key.size()+1);
-            if (e->len > 8) {
-                make_key(e->key, art_key, e->len);
+            // art_key.set(e->key.first.c_str(), e->key.first.size()+1);
+            if (e->key.second > 8) {
+                make_key(e->key.first, art_key, e->key.second);
             } else {
-                make_key((const char*) &e->key, art_key, e->len);
+                make_key((const char*) &e->key.first, art_key, e->key.second);
             }
             root_.access().remove(art_key, (TID) e);
             Transaction::rcu_delete(e);

From b46528d54456ead7d73bbc4aef1ed9acda23b0a6 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 16 Jul 2018 14:53:15 -0400
Subject: [PATCH 087/116] Add support for lookup range

---
 datatype/TART.hh  | 37 +++++++++++++++++++++++++++++++++++--
 test/unit-tart.cc | 30 ++++++++++++------------------
 2 files changed, 47 insertions(+), 20 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 6a8728b2..7d6f9665 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -227,9 +227,42 @@ public:
         transRemove({k, strlen(k)+1});
     }
 
-    bool lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[],
+    bool lookupRange(TKey start, TKey end, TKey continueKey, TVal result[],
                                 std::size_t resultSize, std::size_t &resultsFound) const {
-        return root_.access().lookupRange(start, end, continueKey, result, resultSize, resultsFound);
+        Key art_start;
+        Key art_end;
+        Key art_continue;
+
+        art_start.set(start.first, start.second);
+        art_end.set(end.first, end.second);
+        // art_continue.set(continueKey.first, continueKey.second);
+
+        TID* art_result = new TID[resultSize];
+
+        bool success = root_.access().lookupRange(art_start, art_end, art_continue, art_result, resultSize, resultsFound);
+        int validResults = resultsFound;
+
+        int j = 0;
+        for (int i = 0; i < resultsFound; i++) {
+            Element* e = (Element*) art_result[i];
+            printf("%p: %p\n", e, e->key.first);
+            auto item = Sto::item(this, e);
+            if (item.has_flag(deleted_bit)) {
+                validResults--;
+            } else if (item.has_write()) {
+                result[j] = item.template write_value<TVal>();
+                j++;
+            } else if (e->poisoned) {
+                throw Transaction::Abort();
+            } else {
+                e->vers.observe_read(item);
+                result[j] = e->val;
+                j++;
+            }
+        }
+        resultsFound = validResults;
+
+        return success;
     }
 
     bool lock(TransItem& item, Transaction& txn) override {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 613078c7..e7eb60b0 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -713,6 +713,8 @@ int main() {
     //
     TART a;
 
+    uintptr_t* result = new uintptr_t[10];
+    size_t resultsFound;
     {
         TransactionGuard t;
         a.insert("romane", 1);
@@ -722,30 +724,22 @@ int main() {
         a.insert("ruber", 5);
         a.insert("rubicon", 6);
         a.insert("rubicundus", 7);
-    }
-
-    Key start;
-    start.set("a", 2);
 
-    Key end;
-    end.set("z", 2);
+        a.erase("romanus");
 
-    Key continueKey;
-    continueKey.set("rubicundus", 11);
-
-    TID* result = new TID[10];
-    size_t resultsFound;
-    a.print();
+        bool success = a.lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
+        printf("success: %d\n", success);
+        for (int i = 0; i < resultsFound; i++) {
+            printf("%d: %d\n", resultsFound, result[i]);
+        }
+    }
 
-    bool success = a.lookupRange(start, end, continueKey, result, 10, resultsFound);
-    printf("success: %d\n", success);
+    // a.print();
 
-    for (int i = 0; i < resultsFound; i++) {
-        Element* e = (Element*) result[i];
-        printf("%d: %d\n", resultsFound, e->val);
+    {
+        TransactionGuard t;
     }
 
-    printf("%s\n", continueKey.stackKey);
 
     //
     // testSimple();

From 3fbc0d83784968e7bb6fb4c5d07e6361069ec937 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 17 Jul 2018 11:35:10 -0400
Subject: [PATCH 088/116] Small cleanup

---
 datatype/TART.hh   | 22 ++------------------
 test/bench-tart.cc |  2 --
 test/unit-tart.cc  | 50 ++++++++++++++++++++--------------------------
 3 files changed, 24 insertions(+), 50 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 7d6f9665..703c2e14 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -25,32 +25,23 @@ public:
 
     static void loadKey(TID tid, Key &key) {
         Element* e = (Element*) tid;
+        key.setKeyLen(e->key.second);
         if (e->key.second > 8) {
-            key.setKeyLen(e->key.second);
             key.set(e->key.first, e->key.second);
         } else {
-            key.setKeyLen(e->key.second);
             memcpy(&key[0], &e->key.first, e->key.second);
-            // reinterpret_cast<uint64_t*>(&key[0])[0] = __builtin_bswap64((uint64_t) e->key.first);
         }
     }
 
     static void make_key(const char* tkey, Key &key, int len) {
+        key.setKeyLen(len);
         if (len > 8) {
-            key.setKeyLen(len);
             key.set(tkey, len);
         } else {
-            key.setKeyLen(len);
             memcpy(&key[0], tkey, len);
-            // reinterpret_cast<uint64_t*>(&key[0])[0] = __builtin_bswap64((uint64_t) tkey);
         }
     }
 
-    // static void loadKey(TID tid, Key &key) {
-    //     Element* e = (Element*) tid;
-    //     key.set(e->key.first.c_str(), e->key.first.size() + 1);
-    // }
-
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
@@ -90,7 +81,6 @@ public:
 
     TVal nonTransGet(TKey k) {
         Key key;
-        // key.set(k.c_str(), k.size()+1);
         make_key(k.first, key, k.second);
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
@@ -113,7 +103,6 @@ public:
     void transPut(TKey k, TVal v) {
         Key art_key;
         make_key(k.first, art_key, k.second);
-        // art_key.set(k.c_str(), k.size()+1);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -156,7 +145,6 @@ public:
 
     void nonTransPut(TKey k, TVal v) {
         Key art_key;
-        // art_key.set(k.c_str(), k.size()+1);
         make_key(k.first, art_key, k.second);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
@@ -190,7 +178,6 @@ public:
 
     void transRemove(TKey k) {
         Key art_key;
-        // art_key.set(k.c_str(), k.size()+1);
         make_key(k.first, art_key, k.second);
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
@@ -205,10 +192,6 @@ public:
             e->vers.unlock_exclusive();
             item.add_write(0);
             item.add_flags(deleted_bit);
-
-            // auto item_parent = Sto::item(this, r.second);
-            // item_parent.add_write(0);
-            // item_parent.add_flags(parent_bit);
             return;
         }
 
@@ -334,7 +317,6 @@ public:
         }
         if (e->poisoned) {
             Key art_key;
-            // art_key.set(e->key.first.c_str(), e->key.first.size()+1);
             if (e->key.second > 8) {
                 make_key(e->key.first, art_key, e->key.second);
             } else {
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index a1a07157..79a1dd05 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -32,8 +32,6 @@ void insertKey(int thread_id) {
     TThread::set_id(thread_id);
 
     for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
-        // auto v = intToBytes(keys[i]);
-        // std::string str(v.begin(),v.end());
         TRANSACTION_E {
             art->insert(keys[i], keys[i]);
         } RETRY_E(true);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index e7eb60b0..4e3e97f8 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -736,34 +736,28 @@ int main() {
 
     // a.print();
 
-    {
-        TransactionGuard t;
-    }
-
-
-    //
-    // testSimple();
-    // testSimple2();
-    // testSimpleErase();
-    // testEmptyErase();
-    // testAbsentErase();
-    // multiWrite();
-    // multiThreadWrites();
-    // testReadDelete(); // problem w/ lacking implementation of erase
-    // testReadWriteDelete();
-    // testReadDeleteInsert();
-    // testAbsent1_1();
-    // testInsertDelete();
-    // testAbsent1_2();
-    // testAbsent1_3(); // ABA read insert delete detection no longer exists
-    // testAbsent2_2();
-    // testAbsent3();
-    // testAbsent3_2();
-    // testABA1(); // ABA doesn't work
-    // testMultiRead();
-    // testReadWrite();
-    // testPerNodeV();
-    // testReadWrite();
+    testSimple();
+    testSimple2();
+    testSimpleErase();
+    testEmptyErase();
+    testAbsentErase();
+    multiWrite();
+    multiThreadWrites();
+    testReadDelete(); // problem w/ lacking implementation of erase
+    testReadWriteDelete();
+    testReadDeleteInsert();
+    testAbsent1_1();
+    testInsertDelete();
+    testAbsent1_2();
+    testAbsent1_3(); // ABA read insert delete detection no longer exists
+    testAbsent2_2();
+    testAbsent3();
+    testAbsent3_2();
+    testABA1(); // ABA doesn't work
+    testMultiRead();
+    testReadWrite();
+    testPerNodeV();
+    testReadWrite();
 
     printf("TART tests pass\n");
 

From ab74350576f9d07d587aff735906a06deb418390 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 19 Jul 2018 11:09:28 -0400
Subject: [PATCH 089/116] New insert with lambda

---
 ART/Tree.cpp       |  39 ++++---
 ART/Tree.h         |   2 +-
 datatype/TART.hh   |  64 ++++++-----
 test/bench-tart.cc | 266 +++++++++++++++++++++++++++++++--------------
 4 files changed, 236 insertions(+), 135 deletions(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index ab0c3103..d9a27cf3 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -395,7 +395,7 @@ namespace ART_OLC {
         }
     }
 
-    void Tree::insert(const Key &k, TID tid, bool* success) {
+    std::pair<TID, N*> Tree::insert(const Key &k, std::function<TID()> make_tid) {
         // EpocheGuard epocheGuard(epocheInfo);
         restart:
         bool needRestart = false;
@@ -406,6 +406,7 @@ namespace ART_OLC {
         uint8_t parentKey, nodeKey = 0;
         uint64_t parentVersion = 0;
         uint32_t level = 0;
+        TID tid = 0;
 
         while (true) {
             parentNode = node;
@@ -435,6 +436,7 @@ namespace ART_OLC {
                     auto newNode = new N4(node->getPrefix(), nextLevel - level);
 
                     // 2)  add node and (tid, *k) as children
+                    tid = make_tid();
                     newNode->insert(k[nextLevel], N::setLeaf(tid));
                     newNode->insert(nonMatchingKey, node);
 
@@ -447,22 +449,20 @@ namespace ART_OLC {
                                     node->getPrefixLength() - ((nextLevel - level) + 1));
 
                     node->writeUnlock();
-                    if (success) *success = true;
-                    return;
+                    return {tid, parentNode};
                 }
                 case CheckPrefixPessimisticResult::Match:
                     break;
             }
-            if (nextLevel >= k.getKeyLen()) {
-                node->readUnlockOrRestart(v, needRestart);
-                if (needRestart) goto restart;
-                if (parentNode != nullptr) {
-                    parentNode->readUnlockOrRestart(parentVersion, needRestart);
-                    if (needRestart) goto restart;
-                }
-                if (success) *success = false;
-                return;
-            }
+            // if (nextLevel >= k.getKeyLen()) {
+            //     node->readUnlockOrRestart(v, needRestart);
+            //     if (needRestart) goto restart;
+            //     if (parentNode != nullptr) {
+            //         parentNode->readUnlockOrRestart(parentVersion, needRestart);
+            //         if (needRestart) goto restart;
+            //     }
+            //     return {0, ;
+            // }
             level = nextLevel;
             nodeKey = k[level];
             nextNode = N::getChild(nodeKey, node);
@@ -470,10 +470,10 @@ namespace ART_OLC {
             if (needRestart) goto restart;
 
             if (nextNode == nullptr) {
+                if (!tid) tid = make_tid();
                 N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
                 if (needRestart) goto restart;
-                if (success) *success = true;
-                return;
+                return {tid, node};
             }
 
             if (parentNode != nullptr) {
@@ -492,20 +492,19 @@ namespace ART_OLC {
                 uint32_t prefixLength = 0;
                 while (key[level + prefixLength] == k[level + prefixLength]) {
                     prefixLength++;
-                    if (level + prefixLength >= k.getKeyLen()) {
+                    if (level + prefixLength >= k.getKeyLen() || level + prefixLength >= key.getKeyLen()) {
                         node->writeUnlock();
-                        if (success) *success = false;
-                        return;
+                        return {N::getLeaf(nextNode), nullptr};
                     }
                 }
 
                 auto n4 = new N4(&k[level], prefixLength);
+                tid = make_tid();
                 n4->insert(k[level + prefixLength], N::setLeaf(tid));
                 n4->insert(key[level + prefixLength], nextNode);
                 N::change(node, k[level - 1], n4);
                 node->writeUnlock();
-                if (success) *success = true;
-                return;
+                return {tid, node};
             }
             level++;
             parentVersion = v;
diff --git a/ART/Tree.h b/ART/Tree.h
index ecbcf1d1..411e7b12 100644
--- a/ART/Tree.h
+++ b/ART/Tree.h
@@ -75,7 +75,7 @@ namespace ART_OLC {
         bool lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[], std::size_t resultLen,
                          std::size_t &resultCount) const;
 
-        void insert(const Key &k, TID tid, bool* new_insert);
+        std::pair<TID, N*> insert(const Key &k, std::function<TID()> make_tid);
 
         void remove(const Key &k, TID tid);
         void print() const;
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 703c2e14..bcd4560d 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -103,9 +103,24 @@ public:
     void transPut(TKey k, TVal v) {
         Key art_key;
         make_key(k.first, art_key, k.second);
-        auto r = root_.access().lookup(art_key);
+
+        auto r = root_.access().insert(art_key, [k, v]{
+            Element* e = new Element();
+            if (k.second > 8) {
+                char* p = (char*) malloc(k.second);
+                memcpy(p, k.first, k.second);
+                e->key.first = p;
+            } else {
+                memcpy(&e->key.first, k.first, k.second);
+            }
+            e->val = v;
+            e->poisoned = true;
+            e->key.second = k.second;
+            return (TID) e;
+        });
+
         Element* e = (Element*) r.first;
-        if (e) {
+        if (!r.second) {
             auto item = Sto::item(this, e);
             e->vers.lock_exclusive();
             if (!item.has_write() && e->poisoned) {
@@ -118,23 +133,6 @@ public:
             return;
         }
 
-        e = new Element();
-        if (k.second > 8) {
-            char* p = (char*) malloc(k.second);
-            memcpy(p, k.first, k.second);
-            e->key.first = p;
-        } else {
-            memcpy(&e->key.first, k.first, k.second);
-        }
-        e->val = v;
-        e->poisoned = true;
-        e->key.second = k.second;
-        bool success;
-        root_.access().insert(art_key, (TID) e, &success);
-        if (!success) {
-            free(e);
-            throw Transaction::Abort();
-        }
         auto item_el = Sto::item(this, e);
         auto item_parent = Sto::item(this, r.second);
         item_parent.add_write(v);
@@ -146,24 +144,24 @@ public:
     void nonTransPut(TKey k, TVal v) {
         Key art_key;
         make_key(k.first, art_key, k.second);
-        auto r = root_.access().lookup(art_key);
+        auto r = root_.access().insert(art_key, [k, v]{
+            Element* e = new Element();
+            if (k.second > 8) {
+                char* p = (char*) malloc(k.second);
+                memcpy(p, k.first, k.second);
+                e->key.first = p;
+            } else {
+                memcpy(&e->key.first, k.first, k.second);
+            }
+            e->val = v;
+            e->key.second = k.second;
+            return (TID) e;
+        });
         Element* e = (Element*) r.first;
-        if (e) {
+        if (!r.second) {
             e->val = v;
             return;
         }
-
-        e = new Element();
-        if (k.second > 8) {
-            char* p = (char*) malloc(k.second);
-            memcpy(p, k.first, k.second);
-            e->key.first = p;
-        } else {
-            memcpy(&e->key.first, k.first, k.second);
-        }
-        e->val = v;
-        e->key.second = k.second;
-        root_.access().insert(art_key, (TID) e, nullptr);
     }
 
     void insert(TKey k, TVal v) {
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 79a1dd05..5fac4222 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -11,104 +11,127 @@
 #include <unistd.h>
 #include <random>
 
-int nthread = 1;
-int rand_keys = 0;
+class ordered_index {
+public:
+    virtual void insert(uint64_t int_key, uintptr_t val) = 0;
+    virtual uintptr_t lookup(uint64_t int_key) = 0;
+    virtual void erase(uint64_t int_key) = 0;
+};
 
-#define NVALS 10000000
+class tart_wrapper : public ordered_index {
+public:
+    TART* t;
 
-uint64_t* keys;
-
-TART* art;
-
-std::vector<unsigned char> intToBytes(int paramInt)
-{
-    std::vector<unsigned char> arrayOfByte(4);
-     for (int i = 0; i < 4; i++)
-         arrayOfByte[3 - i] = (paramInt >> (i * 8));
-     return arrayOfByte;
-}
-
-void insertKey(int thread_id) {
-    TThread::set_id(thread_id);
+    tart_wrapper() {
+        t = new TART();
+    }
 
-    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
+    void insert(uint64_t int_key, uintptr_t val) override {
         TRANSACTION_E {
-            art->insert(keys[i], keys[i]);
+            t->insert(int_key, val);
         } RETRY_E(true);
     }
-}
 
-void lookupKey(int thread_id) {
-    TThread::set_id(thread_id);
-
-    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
-        // auto v = intToBytes(keys[i]);
-        // std::string str(v.begin(),v.end());
+    uintptr_t lookup(uint64_t int_key) override {
+        int ret;
         TRANSACTION_E {
-            auto val = art->lookup(keys[i]);
-            assert(val == keys[i]);
+            ret = t->lookup(int_key);
         } RETRY_E(true);
+        return ret;
     }
-}
 
-void eraseKey(int thread_id) {
-    TThread::set_id(thread_id);
-
-    for (int i = thread_id*(NVALS/nthread); i < (thread_id+1)*NVALS/nthread; i++) {
-        // auto v = intToBytes(keys[i]);
-        // std::string str(v.begin(),v.end());
+    void erase(uint64_t int_key) override {
         TRANSACTION_E {
-            art->erase(keys[i]);
+            t->erase(int_key);
         } RETRY_E(true);
     }
-}
+};
 
-// void words() {
-//     TART a;
-//     std::ifstream input("/usr/share/dict/words");
-//     int i = 0;
-//     for (std::string line; getline(input, line);) {
-//         printf("%s\n", line.c_str());
-//         TRANSACTION_E {
-//             a.insert(line, i);
-//         } RETRY_E(true);
-//         i++;
-//     }
-//     input.close();
-//     std::ifstream input2("/usr/share/dict/words");
-//     printf("lookup\n");
-//     i = 0;
-//     for (std::string line; getline(input2, line);) {
-//         TRANSACTION_E {
-//             assert(a.lookup(line) == i);
-//         } RETRY_E(true);
-//         i++;
-//     }
-//     printf("done\n");
-//     input2.close();
-// }
+class art_wrapper : public ordered_index {
+public:
+    ART_OLC::Tree t;
 
-int main(int argc, char *argv[]) {
-    if (argc > 1) {
-        nthread = atoi(argv[1]);
+    struct Element {
+        const char* key;
+        int len;
+        uintptr_t val;
+    };
+
+    static void loadKey(TID tid, Key &key) {
+        Element* e = (Element*) tid;
+        key.setKeyLen(e->len);
+        if (e->len > 8) {
+            key.set(e->key, e->len);
+        } else {
+            memcpy(&key[0], &e->key, e->len);
+        }
     }
-    if (argc > 2) {
-        rand_keys = atoi(argv[2]);
+
+    static void make_key(const char* tkey, Key &key, int len) {
+        key.setKeyLen(len);
+        if (len > 8) {
+            key.set(tkey, len);
+        } else {
+            memcpy(&key[0], tkey, len);
+        }
+    }
+
+    art_wrapper() {
+        t.setLoadKey(art_wrapper::loadKey);
+    }
+
+    void insert(uint64_t int_key, uintptr_t val) override {
+        Key art_key;
+        make_key((const char*) &int_key, art_key, 8);
+
+        t.insert(art_key, [int_key, val] {
+            Element* e = new Element();
+            e->key = (const char*) int_key;
+            e->len = 8;
+            e->val = val;
+            return (TID) e;
+        });
+    }
+
+    uintptr_t lookup(uint64_t int_key) override {
+        Key art_key;
+        make_key((const char*) &int_key, art_key, 8);
+        auto r = t.lookup(art_key);
+        Element* e = (Element*) r.first;
+        if (e) {
+            return e->val;
+        }
+        return 0;
     }
 
-    pthread_t advancer;
-    pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
-    pthread_detach(advancer); 
+    void erase(uint64_t int_key) override {
+        Key art_key;
+        make_key((const char*) &int_key, art_key, 8);
+        auto r = t.lookup(art_key);
+        if (!r.first) {
+            return;
+        }
+        t.remove(art_key, (TID) r.first);
+    }
+};
 
-    art = new TART();
+class masstree_wrapper : public ordered_index {
+public:
+};
 
-    keys = new uint64_t[NVALS];
+void bench1(int nthread, int rand_keys, int nvals) {
+    // pthread_t advancer;
+    // pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
+    // pthread_detach(advancer); 
+
+    ordered_index* art = new art_wrapper();
+    uint64_t* keys = new uint64_t[nvals];
 
     std::mt19937 rng;
     rng.seed(std::random_device()());
-    std::uniform_int_distribution<std::mt19937::result_type> dist(0,(unsigned) -1);
+    std::uniform_int_distribution<std::mt19937::result_type> dist(0, (size_t) -1);
 
-    for (uint64_t i = 0; i < NVALS; i++) {
+    for (uint64_t i = 0; i < nvals; i++) {
         if (rand_keys) {
             keys[i] = dist(rng);
         } else {
@@ -121,7 +144,35 @@ int main(int argc, char *argv[]) {
         auto starttime = std::chrono::system_clock::now();
         std::thread threads[nthread];
         for (int i = 0; i < nthread; i++) {
-            threads[i] = std::thread(insertKey, i);
+            threads[i] = std::thread([&](int thread_id) {
+                TThread::set_id(thread_id);
+
+                for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
+                    art->insert(keys[i], keys[i]);
+                }
+            }, i);
+        }
+
+        for (int i = 0; i < nthread; i++) {
+            threads[i].join();
+        }
+        auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+                std::chrono::system_clock::now() - starttime);
+        printf("insert,%d,%f\n", nvals, (nvals * 1.0) / duration.count());
+    }
+
+    {
+        auto starttime = std::chrono::system_clock::now();
+        std::thread threads[nthread];
+        for (int i = 0; i < nthread; i++) {
+            threads[i] = std::thread([&](int thread_id) {
+                TThread::set_id(thread_id);
+
+                for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
+                    auto val = art->lookup(keys[i]);
+                    assert(val == keys[i]);
+                }
+            }, i);
         }
 
         for (int i = 0; i < nthread; i++) {
@@ -129,14 +180,20 @@ int main(int argc, char *argv[]) {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("insert,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("lookup,%d,%f\n", nvals, (nvals * 1.0) / duration.count());
     }
 
     {
         auto starttime = std::chrono::system_clock::now();
         std::thread threads[nthread];
         for (int i = 0; i < nthread; i++) {
-            threads[i] = std::thread(lookupKey, i);
+            threads[i] = std::thread([&](int thread_id) {
+                TThread::set_id(thread_id);
+
+                for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
+                    art->erase(keys[i]);
+                }
+            }, i);
         }
 
         for (int i = 0; i < nthread; i++) {
@@ -144,14 +201,47 @@ int main(int argc, char *argv[]) {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("lookup,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("erase,%d,%f\n", nvals, (nvals * 1.0) / duration.count());
+    }
+}
+
+void bench2(int nthread, int nvals, double zipf_alpha) {
+    // pthread_t advancer;
+    // pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
+    // pthread_detach(advancer); 
+
+    ordered_index* art = new art_wrapper();
+    uint64_t* keys = new uint64_t[nvals];
+
+    std::mt19937 rng;
+    rng.seed(std::random_device()());
+    // std::uniform_int_distribution<std::mt19937::result_type> dist(0, (size_t) -1);
+    std::normal_distribution<double> dist(nvals/2,nvals/4);
+
+    for (uint64_t i = 0; i < nvals; i++) {
+        keys[i] = dist(rng);
+        art->insert(i, keys[i]);
     }
+    printf("Prepopulation complete\n");
 
     {
         auto starttime = std::chrono::system_clock::now();
         std::thread threads[nthread];
         for (int i = 0; i < nthread; i++) {
-            threads[i] = std::thread(eraseKey, i);
+            threads[i] = std::thread([&](int thread_id) {
+                TThread::set_id(thread_id);
+
+                for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
+                    // int k = zipf(zipf_alpha, nvals);
+                    uint64_t k = dist(rng);
+                    auto val = art->lookup(k);
+                    if (k >= nvals) {
+                        assert(val == 0);
+                    } else {
+                        assert(val == keys[k]);
+                    }
+                }
+            }, i);
         }
 
         for (int i = 0; i < nthread; i++) {
@@ -159,9 +249,23 @@ int main(int argc, char *argv[]) {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
-        printf("erase,%d,%f\n", NVALS, (NVALS * 1.0) / duration.count());
+        printf("lookup,%d,%f\n", nvals, (nvals * 1.0) / duration.count());
     }
-    delete art;
+}
 
-    // words();
+int main(int argc, char *argv[]) {
+    int nthread = 1;
+    int rand_keys = 0;
+    int nvals = 10000;
+    if (argc > 1) {
+        nthread = atoi(argv[1]);
+    }
+    if (argc > 2) {
+        nvals = atoi(argv[2]);
+    }
+    if (argc > 3) {
+        rand_keys = atoi(argv[3]);
+    }
+    bench1(nthread, rand_keys, nvals);
+    // bench2(nthread, nvals, 1);
 }

From dc3f7fc4b6a4ae84884100e340af774d1f52cbac Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 19 Jul 2018 11:43:46 -0400
Subject: [PATCH 090/116] Add rcu test and fix warnings

---
 datatype/TART.hh   |   8 +++-
 test/bench-tart.cc |  18 +++-----
 test/unit-tart.cc  | 108 +++++++++++++++++++++++++++++++++------------
 3 files changed, 93 insertions(+), 41 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index bcd4560d..cb6123e2 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -224,7 +224,7 @@ public:
         int validResults = resultsFound;
 
         int j = 0;
-        for (int i = 0; i < resultsFound; i++) {
+        for (uint64_t i = 0; i < resultsFound; i++) {
             Element* e = (Element*) art_result[i];
             printf("%p: %p\n", e, e->key.first);
             auto item = Sto::item(this, e);
@@ -287,6 +287,9 @@ public:
                     make_key((const char*) &e->key.first, art_key, e->key.second);
                 }
                 root_.access().remove(art_key, (TID) e);
+                if (e->key.second > 8) {
+                    Transaction::rcu_delete((char*) e->key.first);
+                }
                 Transaction::rcu_delete(e);
                 return;
             }
@@ -321,6 +324,9 @@ public:
                 make_key((const char*) &e->key.first, art_key, e->key.second);
             }
             root_.access().remove(art_key, (TID) e);
+            if (e->key.second > 8) {
+                Transaction::rcu_delete((char*) e->key.first);
+            }
             Transaction::rcu_delete(e);
         }
     }
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 5fac4222..2071a5ed 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -120,18 +120,14 @@ class masstree_wrapper : public ordered_index {
 };
 
 void bench1(int nthread, int rand_keys, int nvals) {
-    // pthread_t advancer;
-    // pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
-    // pthread_detach(advancer); 
-
-    ordered_index* art = new art_wrapper();
+    ordered_index* art = new tart_wrapper();
     uint64_t* keys = new uint64_t[nvals];
 
     std::mt19937 rng;
     rng.seed(std::random_device()());
     std::uniform_int_distribution<std::mt19937::result_type> dist(0, (size_t) -1);
 
-    for (uint64_t i = 0; i < nvals; i++) {
+    for (int i = 0; i < nvals; i++) {
         if (rand_keys) {
             keys[i] = dist(rng);
         } else {
@@ -205,10 +201,7 @@ void bench1(int nthread, int rand_keys, int nvals) {
     }
 }
 
-void bench2(int nthread, int nvals, double zipf_alpha) {
-    // pthread_t advancer;
-    // pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
-    // pthread_detach(advancer); 
+void bench2(int nthread, int nvals) {
 
     ordered_index* art = new art_wrapper();
     uint64_t* keys = new uint64_t[nvals];
@@ -218,7 +211,7 @@ void bench2(int nthread, int nvals, double zipf_alpha) {
     // std::uniform_int_distribution<std::mt19937::result_type> dist(0, (size_t) -1);
     std::normal_distribution<double> dist(nvals/2,nvals/4);
 
-    for (uint64_t i = 0; i < nvals; i++) {
+    for (int i = 0; i < nvals; i++) {
         keys[i] = dist(rng);
         art->insert(i, keys[i]);
     }
@@ -232,10 +225,9 @@ void bench2(int nthread, int nvals, double zipf_alpha) {
                 TThread::set_id(thread_id);
 
                 for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
-                    // int k = zipf(zipf_alpha, nvals);
                     uint64_t k = dist(rng);
                     auto val = art->lookup(k);
-                    if (k >= nvals) {
+                    if (k >= (uint64_t) nvals) {
                         assert(val == 0);
                     } else {
                         assert(val == keys[k]);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 4e3e97f8..cc714229 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -35,6 +35,26 @@ const char* checkkey = "check1";
 const char* checkkey2 = "check2";
 const char* checkkey3 = "check3";
 
+void process_mem_usage(double& vm_usage, double& resident_set) {
+    vm_usage     = 0.0;
+    resident_set = 0.0;
+
+    // the two fields we want
+    unsigned long vsize;
+    long rss;
+    {
+        std::string ignore;
+        std::ifstream ifs("/proc/self/stat", std::ios_base::in);
+        ifs >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore
+                >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore >> ignore
+                >> ignore >> ignore >> vsize >> rss;
+    }
+
+    long page_size_kb = sysconf(_SC_PAGE_SIZE) / 1024; // in case x86-64 is configured to use 2MB pages
+    vm_usage = vsize / 1024.0;
+    resident_set = rss * page_size_kb;
+}
+
 void NoChecks() {
     TART aTART;
     {
@@ -706,35 +726,34 @@ void testPerNodeV() {
 }
 
 int main() {
-    // NoChecks();
-    // FAILS???
-    // Checks();
-    // return 0;
+    pthread_t advancer;
+    pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
+    pthread_detach(advancer); 
+
+    TART* a = new TART();
+
+    // uintptr_t* result = new uintptr_t[10];
+    // size_t resultsFound;
+    // {
+    //     TransactionGuard t;
+    //     a->insert("romane", 1);
+    //     a->insert("romanus", 2);
+    //     a->insert("romulus", 3);
+    //     a->insert("rubens", 4);
+    //     a->insert("ruber", 5);
+    //     a->insert("rubicon", 6);
+    //     a->insert("rubicundus", 7);
     //
-    TART a;
-
-    uintptr_t* result = new uintptr_t[10];
-    size_t resultsFound;
-    {
-        TransactionGuard t;
-        a.insert("romane", 1);
-        a.insert("romanus", 2);
-        a.insert("romulus", 3);
-        a.insert("rubens", 4);
-        a.insert("ruber", 5);
-        a.insert("rubicon", 6);
-        a.insert("rubicundus", 7);
-
-        a.erase("romanus");
-
-        bool success = a.lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
-        printf("success: %d\n", success);
-        for (int i = 0; i < resultsFound; i++) {
-            printf("%d: %d\n", resultsFound, result[i]);
-        }
-    }
+    //     a->erase("romanus");
+    //
+    //     bool success = a->lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
+    //     printf("success: %d\n", success);
+    //     for (int i = 0; i < resultsFound; i++) {
+    //         printf("%d: %d\n", resultsFound, result[i]);
+    //     }
+    // }
 
-    // a.print();
+    // a->print();
 
     testSimple();
     testSimple2();
@@ -759,6 +778,41 @@ int main() {
     testPerNodeV();
     testReadWrite();
 
+    double vm_usage; double resident_set;
+    process_mem_usage(vm_usage, resident_set);
+    printf("Before insert\n");
+    printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
+
+    for (int i = 0; i < 1000000; i++) {
+        TRANSACTION_E {
+            a->insert(i, i);
+        } RETRY_E(true);
+    }
+
+    process_mem_usage(vm_usage, resident_set);
+    printf("After insert\n");
+    printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
+
+    for (int i = 0; i < 1000000; i++) {
+        TRANSACTION_E {
+            a->erase(i);
+        } RETRY_E(true);
+    }
+
+    process_mem_usage(vm_usage, resident_set);
+    printf("After erase\n");
+    printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
+
+    for (int i = 0; i < 1000000; i++) {
+        TRANSACTION_E {
+            a->insert(i, i);
+        } RETRY_E(true);
+    }
+
+    process_mem_usage(vm_usage, resident_set);
+    printf("After re-insert\n");
+    printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
+
     printf("TART tests pass\n");
 
     return 0;

From 75f043fd3a3a3bed2b681ccaf29d24558f78b67b Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 19 Jul 2018 13:27:46 -0400
Subject: [PATCH 091/116] Fix lookup range

---
 ART/Tree.cpp      |   3 +-
 ART/Tree.h        |   2 +-
 datatype/TART.hh  |   6 +-
 test/unit-tart.cc | 139 ++++++++++++++++++++++++++++++----------------
 4 files changed, 98 insertions(+), 52 deletions(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index d9a27cf3..5257a672 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -84,7 +84,7 @@ namespace ART_OLC {
     }
 
     bool Tree::lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[],
-                                std::size_t resultSize, std::size_t &resultsFound) const {
+                                std::size_t resultSize, std::size_t &resultsFound, std::function<void(N*)> observe_node) const {
         for (uint32_t i = 0; i < std::min(start.getKeyLen(), end.getKeyLen()); ++i) {
             if (start[i] > end[i]) {
                 resultsFound = 0;
@@ -276,6 +276,7 @@ namespace ART_OLC {
                 parentNode->readUnlockOrRestart(vp, needRestart);
                 if (needRestart) goto restart;
             }
+            observe_node(node);
             node->readUnlockOrRestart(v, needRestart);
             if (needRestart) goto restart;
 
diff --git a/ART/Tree.h b/ART/Tree.h
index 411e7b12..55a6e263 100644
--- a/ART/Tree.h
+++ b/ART/Tree.h
@@ -73,7 +73,7 @@ namespace ART_OLC {
         std::pair<TID, N*> lookup(const Key &k) const;
 
         bool lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[], std::size_t resultLen,
-                         std::size_t &resultCount) const;
+                         std::size_t &resultCount, std::function<void(N*)> observe_node) const;
 
         std::pair<TID, N*> insert(const Key &k, std::function<TID()> make_tid);
 
diff --git a/datatype/TART.hh b/datatype/TART.hh
index cb6123e2..aa27e3be 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -220,13 +220,15 @@ public:
 
         TID* art_result = new TID[resultSize];
 
-        bool success = root_.access().lookupRange(art_start, art_end, art_continue, art_result, resultSize, resultsFound);
+        bool success = root_.access().lookupRange(art_start, art_end, art_continue, art_result, resultSize, resultsFound, [this](Node* node){
+            auto item = Sto::item(this, node);
+            node->vers.observe_read(item);
+        });
         int validResults = resultsFound;
 
         int j = 0;
         for (uint64_t i = 0; i < resultsFound; i++) {
             Element* e = (Element*) art_result[i];
-            printf("%p: %p\n", e, e->key.first);
             auto item = Sto::item(this, e);
             if (item.has_flag(deleted_bit)) {
                 validResults--;
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index cc714229..5db54217 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -725,59 +725,46 @@ void testPerNodeV() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
-int main() {
-    pthread_t advancer;
-    pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
-    pthread_detach(advancer); 
+void testLookupRange() {
+    TART art;
+    
+    TestTransaction t1(0);
+    uintptr_t* result = new uintptr_t[10];
+    size_t resultsFound;
+    art.lookupRange({"a", 2}, {"z", 2}, {"", 0}, result, 10, resultsFound);
+    art.insert("foo", 1);
 
-    TART* a = new TART();
+    TestTransaction t2(1);
+    art.insert("b", 1);
+    assert(t2.try_commit());
 
-    // uintptr_t* result = new uintptr_t[10];
-    // size_t resultsFound;
-    // {
-    //     TransactionGuard t;
-    //     a->insert("romane", 1);
-    //     a->insert("romanus", 2);
-    //     a->insert("romulus", 3);
-    //     a->insert("rubens", 4);
-    //     a->insert("ruber", 5);
-    //     a->insert("rubicon", 6);
-    //     a->insert("rubicundus", 7);
-    //
-    //     a->erase("romanus");
-    //
-    //     bool success = a->lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
-    //     printf("success: %d\n", success);
-    //     for (int i = 0; i < resultsFound; i++) {
-    //         printf("%d: %d\n", resultsFound, result[i]);
-    //     }
-    // }
+    assert(!t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
 
-    // a->print();
+void testLookupRangeSplit() {
+    TART art;
 
-    testSimple();
-    testSimple2();
-    testSimpleErase();
-    testEmptyErase();
-    testAbsentErase();
-    multiWrite();
-    multiThreadWrites();
-    testReadDelete(); // problem w/ lacking implementation of erase
-    testReadWriteDelete();
-    testReadDeleteInsert();
-    testAbsent1_1();
-    testInsertDelete();
-    testAbsent1_2();
-    testAbsent1_3(); // ABA read insert delete detection no longer exists
-    testAbsent2_2();
-    testAbsent3();
-    testAbsent3_2();
-    testABA1(); // ABA doesn't work
-    testMultiRead();
-    testReadWrite();
-    testPerNodeV();
-    testReadWrite();
+    {
+        TransactionGuard t;
+        art.insert("rail", 1);
+    }
+    
+    TestTransaction t1(0);
+    uintptr_t* result = new uintptr_t[10];
+    size_t resultsFound;
+    art.lookupRange({"a", 2}, {"z", 2}, {"", 0}, result, 10, resultsFound);
+    art.insert("foo", 1);
+
+    TestTransaction t2(1);
+    art.insert("rain", 1);
+    assert(t2.try_commit());
 
+    assert(!t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testRCU(TART* a) {
     double vm_usage; double resident_set;
     process_mem_usage(vm_usage, resident_set);
     printf("Before insert\n");
@@ -812,6 +799,62 @@ int main() {
     process_mem_usage(vm_usage, resident_set);
     printf("After re-insert\n");
     printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
+}
+
+int main() {
+    pthread_t advancer;
+    pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
+    pthread_detach(advancer); 
+
+    TART* a = new TART();
+
+    uintptr_t* result = new uintptr_t[10];
+    size_t resultsFound;
+    {
+        TransactionGuard t;
+        a->insert("romane", 1);
+        a->insert("romanus", 2);
+        a->insert("romulus", 3);
+        a->insert("rubens", 4);
+        a->insert("ruber", 5);
+        a->insert("rubicon", 6);
+        a->insert("rubicundus", 7);
+
+        a->erase("romanus");
+
+        bool success = a->lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
+        printf("success: %d\n", success);
+        for (int i = 0; i < resultsFound; i++) {
+            printf("%d: %d\n", resultsFound, result[i]);
+        }
+    }
+
+    // a->print();
+
+    testSimple();
+    testSimple2();
+    testSimpleErase();
+    testEmptyErase();
+    testAbsentErase();
+    multiWrite();
+    multiThreadWrites();
+    testReadDelete(); // problem w/ lacking implementation of erase
+    testReadWriteDelete();
+    testReadDeleteInsert();
+    testAbsent1_1();
+    testInsertDelete();
+    testAbsent1_2();
+    testAbsent1_3(); // ABA read insert delete detection no longer exists
+    testAbsent2_2();
+    testAbsent3();
+    testAbsent3_2();
+    testABA1(); // ABA doesn't work
+    testMultiRead();
+    testReadWrite();
+    testPerNodeV();
+    testReadWrite();
+    testLookupRange();
+    testLookupRangeSplit();
 
     printf("TART tests pass\n");
 

From d71e85fabad0a2d9aba0465f08779e42d42093f3 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 19 Jul 2018 13:29:58 -0400
Subject: [PATCH 092/116] Update lookup test

---
 test/unit-tart.cc | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 5db54217..7df47620 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -764,6 +764,28 @@ void testLookupRangeSplit() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+void testLookupRangeUpdate() {
+    TART art;
+
+    {
+        TransactionGuard t;
+        art.insert("rail", 1);
+    }
+    
+    TestTransaction t1(0);
+    uintptr_t* result = new uintptr_t[10];
+    size_t resultsFound;
+    art.lookupRange({"a", 2}, {"z", 2}, {"", 0}, result, 10, resultsFound);
+    art.insert("foo", 1);
+
+    TestTransaction t2(1);
+    art.insert("rail", 2);
+    assert(t2.try_commit());
+
+    assert(!t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
 void testRCU(TART* a) {
     double vm_usage; double resident_set;
     process_mem_usage(vm_usage, resident_set);
@@ -855,6 +877,7 @@ int main() {
     testReadWrite();
     testLookupRange();
     testLookupRangeSplit();
+    testLookupRangeUpdate();
 
     printf("TART tests pass\n");
 

From 53d5d576275f4e55a5e16daeb7fb2e5294a12c91 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 20 Jul 2018 16:53:31 -0400
Subject: [PATCH 093/116] Bench transactional masstree

---
 GNUmakefile.in     |  4 +--
 test/bench-tart.cc | 69 ++++++++++++++++++++++++++++++++++++++++++----
 2 files changed, 65 insertions(+), 8 deletions(-)

diff --git a/GNUmakefile.in b/GNUmakefile.in
index 88127ddd..3ee0e3c8 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -232,8 +232,8 @@ unit-tint: $(OBJ)/unit-tint.o $(STO_DEPS)
 unit-tart: $(OBJ)/unit-tart.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
-bench-tart: $(OBJ)/bench-tart.o $(STO_DEPS)
-	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
+bench-tart: $(OBJ)/bench-tart.o $(INDEX_DEPS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(INDEX_OBJS) $(LDFLAGS) $(LIBS)
 
 unit-tgeneric: $(OBJ)/unit-tgeneric.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 2071a5ed..a3a78a3a 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -10,15 +10,69 @@
 #include "Transaction.hh"
 #include <unistd.h>
 #include <random>
+#include "DB_index.hh"
+#include "DB_params.hh"
 
-class ordered_index {
+class keyval_db {
 public:
     virtual void insert(uint64_t int_key, uintptr_t val) = 0;
     virtual uintptr_t lookup(uint64_t int_key) = 0;
     virtual void erase(uint64_t int_key) = 0;
 };
 
-class tart_wrapper : public ordered_index {
+class oindex_wrapper : public keyval_db {
+public:
+    struct oi_value {
+        enum class NamedColumn : int { val = 0 };
+        uintptr_t val;
+    };
+
+    struct oi_key {
+        uint64_t key;
+        oi_key(uint64_t k) {
+            key = k;
+        }
+        bool operator==(const oi_key& other) const {
+            return (key == other.key);
+        }
+        bool operator!=(const oi_key& other) const {
+            return !(*this == other);
+        }
+        operator lcdf::Str() const {
+            return lcdf::Str((const char *)this, sizeof(*this));
+        }
+    };
+
+    typedef bench::ordered_index<oi_key, oi_value, db_params::db_default_params> index_type;
+    index_type oi;
+
+    oindex_wrapper() {
+    }
+
+    void insert(uint64_t key, uintptr_t val) override {
+        TRANSACTION_E{
+            oi.insert_row(oi_key(key), new oi_value{val});
+        } RETRY_E(true);
+    }
+
+    uintptr_t lookup(uint64_t key) override {
+        uintptr_t ret;
+        TRANSACTION_E{
+            const oi_value* val;
+            std::tie(std::ignore, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+            ret = val->val;
+        } RETRY_E(true);
+        return ret;
+    }
+
+    void erase(uint64_t key) override {
+        TRANSACTION_E{
+            oi.delete_row(oi_key(key));
+        } RETRY_E(true);
+    }
+};
+
+class tart_wrapper : public keyval_db {
 public:
     TART* t;
 
@@ -47,7 +101,7 @@ class tart_wrapper : public ordered_index {
     }
 };
 
-class art_wrapper : public ordered_index {
+class art_wrapper : public keyval_db {
 public:
     ART_OLC::Tree t;
 
@@ -115,12 +169,12 @@ class art_wrapper : public ordered_index {
     }
 };
 
-class masstree_wrapper : public ordered_index {
+class masstree_wrapper : public keyval_db {
 public:
 };
 
 void bench1(int nthread, int rand_keys, int nvals) {
-    ordered_index* art = new tart_wrapper();
+    keyval_db* art = new tart_wrapper();
     uint64_t* keys = new uint64_t[nvals];
 
     std::mt19937 rng;
@@ -142,6 +196,7 @@ void bench1(int nthread, int rand_keys, int nvals) {
         for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread([&](int thread_id) {
                 TThread::set_id(thread_id);
+                oindex_wrapper::index_type::thread_init();
 
                 for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
                     art->insert(keys[i], keys[i]);
@@ -163,6 +218,7 @@ void bench1(int nthread, int rand_keys, int nvals) {
         for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread([&](int thread_id) {
                 TThread::set_id(thread_id);
+                oindex_wrapper::index_type::thread_init();
 
                 for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
                     auto val = art->lookup(keys[i]);
@@ -185,6 +241,7 @@ void bench1(int nthread, int rand_keys, int nvals) {
         for (int i = 0; i < nthread; i++) {
             threads[i] = std::thread([&](int thread_id) {
                 TThread::set_id(thread_id);
+                oindex_wrapper::index_type::thread_init();
 
                 for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
                     art->erase(keys[i]);
@@ -203,7 +260,7 @@ void bench1(int nthread, int rand_keys, int nvals) {
 
 void bench2(int nthread, int nvals) {
 
-    ordered_index* art = new art_wrapper();
+    keyval_db* art = new art_wrapper();
     uint64_t* keys = new uint64_t[nvals];
 
     std::mt19937 rng;

From 49a1d93f8648bfeaa836282b9654747fb27dcc8a Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 23 Jul 2018 15:56:25 -0400
Subject: [PATCH 094/116] Working voter benchmark

---
 benchmark/MicroBenchmarks.hh |   2 +
 benchmark/Predicate_bench.hh |   3 +-
 benchmark/TART_bench.hh      |  49 +++--
 benchmark/TART_index.hh      |  67 +++++--
 benchmark/Voter_bench.hh     |   4 +-
 datatype/TART.hh             |  81 ++++----
 test/bench-tart.cc           |  18 +-
 test/unit-tart.cc            | 358 +++++++++++++++++------------------
 8 files changed, 313 insertions(+), 269 deletions(-)

diff --git a/benchmark/MicroBenchmarks.hh b/benchmark/MicroBenchmarks.hh
index 3ac6f321..30ab9404 100644
--- a/benchmark/MicroBenchmarks.hh
+++ b/benchmark/MicroBenchmarks.hh
@@ -11,6 +11,7 @@
 #include "DB_structs.hh"
 #include "DB_index.hh"
 #include "DB_params.hh"
+#include "TART_index.hh"
 
 #include "Micro_structs.hh"
 
@@ -389,6 +390,7 @@ public:
     typedef typename compute_value_type<WLImpl::RTParams::granules>::type value_type;
     typedef typename value_type::NamedColumn nc;
     typedef typename tpcc::ordered_index<key_type, value_type, DBParams> index_type;
+    // typedef typename bench::tart_index<key_type, value_type, DBParams> index_type;
     typedef typename index_type::column_access_t column_access_t;
 
     explicit MasstreeTester(size_t num_threads) : Base(num_threads), mt_() {}
diff --git a/benchmark/Predicate_bench.hh b/benchmark/Predicate_bench.hh
index 5d519f37..32353213 100644
--- a/benchmark/Predicate_bench.hh
+++ b/benchmark/Predicate_bench.hh
@@ -4,6 +4,7 @@
 #include "TBox.hh"
 #include "TCounter.hh"
 #include "DB_params.hh"
+#include "TART_index.hh"
 
 namespace predicate_bench {
 
@@ -32,7 +33,7 @@ template <typename DBParams, typename DBRow>
 class predicate_db {
 public:
     template <typename K, typename V>
-    using OIndex = bench::ordered_index<K, V, DBParams>;
+    using OIndex = bench::tart_index<K, V, DBParams>;
     typedef OIndex<predicate_key, predicate_row<DBRow>> table_type;
 
     table_type& table() {
diff --git a/benchmark/TART_bench.hh b/benchmark/TART_bench.hh
index 271d6e67..ceec13c5 100644
--- a/benchmark/TART_bench.hh
+++ b/benchmark/TART_bench.hh
@@ -8,15 +8,40 @@
 
 namespace tart_bench {
 
-typedef std::string tart_key;
+typedef std::pair<const char*, size_t> tart_key;
 typedef uintptr_t tart_row;
 
+struct oi_value {
+    enum class NamedColumn : int { val = 0 };
+    uintptr_t val;
+
+    oi_value(uintptr_t v) {
+        val = v;
+    }
+};
+
+struct oi_key {
+    uint64_t key;
+    oi_key(uint64_t k) {
+        key = k;
+    }
+    bool operator==(const oi_key& other) const {
+        return (key == other.key);
+    }
+    bool operator!=(const oi_key& other) const {
+        return !(*this == other);
+    }
+    operator lcdf::Str() const {
+        return lcdf::Str((const char *)this, sizeof(*this));
+    }
+};
+
 template <typename DBParams>
 class tart_db {
 public:
     template <typename K, typename V>
-    using TIndex = bench::tart_index<K, V, DBParams>;
-    typedef TIndex<tart_key, tart_row> table_type;
+    using TIndex = bench::ordered_index<K, V, DBParams>;
+    typedef TIndex<oi_key, oi_value> table_type;
 
     table_type& table() {
         return tbl_;
@@ -32,19 +57,11 @@ private:
     table_type tbl_;
 };
 
-std::string intToString(size_t paramInt)
-{
-    std::vector<unsigned char> arrayOfByte(8);
-    for (int i = 0; i < 8; i++)
-        arrayOfByte[7 - i] = (paramInt >> (i * 8));
-    return std::string(arrayOfByte.begin(),arrayOfByte.end());
-}
-
 template <typename DBParams>
 void initialize_db(tart_db<DBParams>& db, size_t db_size) {
     //db.table().thread_init();
     for (size_t i = 0; i < db_size; i++)
-        db.table().nontrans_put(intToString(i), (tart_row)rand());
+        db.table().nontrans_put(oi_key(i), new oi_value{rand()});
     db.size() = db_size;
 }
 
@@ -55,13 +72,13 @@ public:
     void run_txn(size_t key) {
         TRANSACTION_E {
             bool success, found;
-            uintptr_t value;
-            std::tie(success, found, std::ignore, value) = db.table().select_row(intToString(key));
+            oi_value* value;
+            std::tie(success, found, std::ignore, value) = db.table().select_row(oi_key(key), RowAccess::None);
             if (success) {
                 if (found) {
-                  std::tie(success, found) = db.table().delete_row(intToString(key));
+                  std::tie(success, found) = db.table().delete_row(oi_key(key));
                 } else {
-                  std::tie(success, found) = db.table().insert_row(intToString(key), *Sto::tx_alloc<tart_row>());
+                  std::tie(success, found) = db.table().insert_row(oi_key(key), *Sto::tx_alloc<tart_row>());
                 }
             }
         } RETRY_E(true);
diff --git a/benchmark/TART_index.hh b/benchmark/TART_index.hh
index 177e32b7..7623bfaf 100644
--- a/benchmark/TART_index.hh
+++ b/benchmark/TART_index.hh
@@ -18,55 +18,84 @@ public:
     typedef K key_type;
     typedef V value_type;
 
-    typedef std::tuple<bool, bool, uintptr_t, const value_type> sel_return_type;
+    typedef std::tuple<bool, bool, uintptr_t, const value_type*> sel_return_type;
     typedef std::tuple<bool, bool>                              ins_return_type;
     typedef std::tuple<bool, bool>                              del_return_type;
+    typedef typename value_type::NamedColumn NamedColumn;
+
+    uint64_t key_gen_;
+    uint64_t gen_key() {
+        return fetch_and_add(&key_gen_, 1);
+    }
+
+	struct column_access_t {
+		int col_id;
+		bool update;
+
+		column_access_t(NamedColumn column, bool for_update)
+				: col_id(static_cast<int>(column)), update(for_update) {}
+	};
+
+	struct cell_access_t {
+		int cell_id;
+		bool update;
+
+		cell_access_t(int cid, bool for_update)
+				: cell_id(cid), update(for_update) {}
+	};
     
     tart_index() {
-        art = TART();
-        static_assert(std::is_base_of<std::string, K>::value, "key must be std::string");
-        //static_assert(std::is_base_of<uintptr_t, V>::value, "value must be uintptr_t");
+        art = new TART();
+        key_gen_ = 0;
+        // static_assert(std::is_base_of<std::string, K>::value, "key must be std::string");
     }
     ~tart_index() {}
 
+    void thread_init() {}
+
     // DB operations
-    sel_return_type select_row(const key_type& k) {
-        auto ret = art.lookup(k);
+    sel_return_type select_row(const key_type& k, RowAccess acc) {
+        auto ret = (const value_type*) art->transGet(k);
+        if (!ret) {
+            return sel_return_type(true, false, 0, 0);
+        }
         return sel_return_type(true, true, 0, ret);
     }
-    ins_return_type insert_row(const key_type& k, value_type& v, bool overwrite = false) {
+    ins_return_type insert_row(const key_type& k, value_type* v, bool overwrite = false) {
         (void)overwrite;
-        art.insert(k, v);
+        art->transPut(k, (uintptr_t) v);
         return ins_return_type(true, false);
     }
-    void update_row(const key_type& k, value_type& v) {
-        art.insert(k, v);
-    }
+    // void update_row(const key_type& k, value_type& v) {
+    //     lcdf::Str s = k;
+    //     art->insert({s.data(), s.length()}, (uintptr_t) &v);
+    // }
+    void update_row(uintptr_t rid, value_type* v) { }
     del_return_type delete_row(const key_type& k) {
-        art.erase(k);
+        art->transRemove(k);
         return del_return_type(true, true);
     }
 
     value_type nontrans_get(const key_type& k) {
-        return art.nonTransGet(k);
+        return art->nonTransGet(k);
     }
     void nontrans_put(const key_type& k, const value_type& v) {
-        art.nonTransPut(k, v);
+        art->nonTransPut(k, (uintptr_t) &v);
     }
 
     bool lock(TransItem& item, Transaction& txn) {
-        return art.lock(item, txn);
+        return art->lock(item, txn);
     }
     bool check(TransItem& item, Transaction& txn) {
-        return art.check(item, txn);
+        return art->check(item, txn);
     }
     void install(TransItem& item, Transaction& txn) {
-        art.install(item, txn);
+        art->install(item, txn);
     }
     void unlock(TransItem& item) {
-        art.unlock(item);
+        art->unlock(item);
     }
 private:
-    TART art;
+    TART* art;
 };
 }
diff --git a/benchmark/Voter_bench.hh b/benchmark/Voter_bench.hh
index 9fda3487..ff7f441a 100644
--- a/benchmark/Voter_bench.hh
+++ b/benchmark/Voter_bench.hh
@@ -6,6 +6,7 @@
 #include "Voter_structs.hh"
 #include "DB_index.hh"
 #include "DB_params.hh"
+#include "TART_index.hh"
 
 namespace voter {
 
@@ -18,7 +19,8 @@ template<typename DBParams>
 class voter_db {
 public:
     template<typename K, typename V>
-    using OIndex = ordered_index<K, V, DBParams>;
+    // using OIndex = ordered_index<K, V, DBParams>;
+    using OIndex = bench::tart_index<K, V, DBParams>;
 
     typedef OIndex<contestant_key, contestant_row> contestant_tbl_type;
     typedef OIndex<area_code_state_key, area_code_state_row> areacodestate_tbl_type;
diff --git a/datatype/TART.hh b/datatype/TART.hh
index aa27e3be..2eb96694 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -9,6 +9,7 @@
 #include "print_value.hh"
 #include "../ART/Tree.h"
 #include "../ART/N.h"
+#include "str.hh"
 
 class TART : public TObject {
 public:
@@ -53,9 +54,9 @@ public:
         root_.access().setLoadKey(TART::loadKey);
     }
 
-    TVal transGet(TKey k) {
+    TVal transGet(lcdf::Str k) {
         Key key;
-        make_key(k.first, key, k.second);
+        make_key(k.data(), key, k.length());
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -78,10 +79,16 @@ public:
         r.second->vers.observe_read(item);
         return 0;
     }
+    TVal transGet(uint64_t k) {
+        return transGet({(const char*) &k, sizeof(uint64_t)});
+    }
+    TVal transGet(const char* k) {
+        return transGet({k, strlen(k)+1});
+    }
 
-    TVal nonTransGet(TKey k) {
+    TVal nonTransGet(lcdf::Str k) {
         Key key;
-        make_key(k.first, key, k.second);
+        make_key(k.data(), key, k.length());
         auto r = root_.access().lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -90,32 +97,22 @@ public:
         return 0;
     }
 
-    TVal lookup(TKey k) {
-        return transGet(k);
-    }
-    TVal lookup(uint64_t k) {
-        return transGet({(const char*) &k, sizeof(uint64_t)});
-    }
-    TVal lookup(const char* k) {
-        return transGet({k, strlen(k)+1});
-    }
-
-    void transPut(TKey k, TVal v) {
+    void transPut(lcdf::Str k, TVal v) {
         Key art_key;
-        make_key(k.first, art_key, k.second);
+        make_key(k.data(), art_key, k.length());
 
         auto r = root_.access().insert(art_key, [k, v]{
             Element* e = new Element();
-            if (k.second > 8) {
-                char* p = (char*) malloc(k.second);
-                memcpy(p, k.first, k.second);
+            if (k.length() > 8) {
+                char* p = (char*) malloc(k.length());
+                memcpy(p, k.data(), k.length());
                 e->key.first = p;
             } else {
-                memcpy(&e->key.first, k.first, k.second);
+                memcpy(&e->key.first, k.data(), k.length());
             }
             e->val = v;
             e->poisoned = true;
-            e->key.second = k.second;
+            e->key.second = k.length();
             return (TID) e;
         });
 
@@ -140,21 +137,27 @@ public:
         item_el.add_flags(new_insert_bit);
         item_parent.add_flags(parent_bit);
     }
+    void transPut(uint64_t k, TVal v) {
+        transPut({(const char*) &k, sizeof(uint64_t)}, v);
+    }
+    void transPut(const char* k, TVal v) {
+        transPut({k, strlen(k)+1}, v);
+    }
 
-    void nonTransPut(TKey k, TVal v) {
+    void nonTransPut(lcdf::Str k, TVal v) {
         Key art_key;
-        make_key(k.first, art_key, k.second);
+        make_key(k.data(), art_key, k.length());
         auto r = root_.access().insert(art_key, [k, v]{
             Element* e = new Element();
-            if (k.second > 8) {
-                char* p = (char*) malloc(k.second);
-                memcpy(p, k.first, k.second);
+            if (k.length() > 8) {
+                char* p = (char*) malloc(k.length());
+                memcpy(p, k.data(), k.length());
                 e->key.first = p;
             } else {
-                memcpy(&e->key.first, k.first, k.second);
+                memcpy(&e->key.first, k.data(), k.length());
             }
             e->val = v;
-            e->key.second = k.second;
+            e->key.second = k.length();
             return (TID) e;
         });
         Element* e = (Element*) r.first;
@@ -164,19 +167,9 @@ public:
         }
     }
 
-    void insert(TKey k, TVal v) {
-        transPut(k, v);
-    }
-    void insert(uint64_t k, TVal v) {
-        transPut({(const char*) &k, sizeof(uint64_t)}, v);
-    }
-    void insert(const char* k, TVal v) {
-        transPut({k, strlen(k)+1}, v);
-    }
-
-    void transRemove(TKey k) {
+    void transRemove(lcdf::Str k) {
         Key art_key;
-        make_key(k.first, art_key, k.second);
+        make_key(k.data(), art_key, k.length());
         auto r = root_.access().lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
@@ -197,14 +190,10 @@ public:
         item_parent.add_flags(parent_bit);
         r.second->vers.observe_read(item_parent);
     }
-
-    void erase(TKey k) {
-        transRemove(k);
-    }
-    void erase(uint64_t k) {
+    void transRemove(uint64_t k) {
         transRemove({(const char*) &k, sizeof(uint64_t)});
     }
-    void erase(const char* k) {
+    void transRemove(const char* k) {
         transRemove({k, strlen(k)+1});
     }
 
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index a3a78a3a..3821de51 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -60,7 +60,11 @@ class oindex_wrapper : public keyval_db {
         TRANSACTION_E{
             const oi_value* val;
             std::tie(std::ignore, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
-            ret = val->val;
+            if (!val) {
+                ret = 0;
+            } else {
+                ret = val->val;
+            }
         } RETRY_E(true);
         return ret;
     }
@@ -82,21 +86,21 @@ class tart_wrapper : public keyval_db {
 
     void insert(uint64_t int_key, uintptr_t val) override {
         TRANSACTION_E {
-            t->insert(int_key, val);
+            t->transPut(int_key, val);
         } RETRY_E(true);
     }
 
     uintptr_t lookup(uint64_t int_key) override {
         int ret;
         TRANSACTION_E {
-            ret = t->lookup(int_key);
+            ret = t->transGet(int_key);
         } RETRY_E(true);
         return ret;
     }
 
     void erase(uint64_t int_key) override {
         TRANSACTION_E {
-            t->erase(int_key);
+            t->transRemove(int_key);
         } RETRY_E(true);
     }
 };
@@ -260,7 +264,7 @@ void bench1(int nthread, int rand_keys, int nvals) {
 
 void bench2(int nthread, int nvals) {
 
-    keyval_db* art = new art_wrapper();
+    keyval_db* art = new oindex_wrapper();
     uint64_t* keys = new uint64_t[nvals];
 
     std::mt19937 rng;
@@ -315,6 +319,6 @@ int main(int argc, char *argv[]) {
     if (argc > 3) {
         rand_keys = atoi(argv[3]);
     }
-    bench1(nthread, rand_keys, nvals);
-    // bench2(nthread, nvals, 1);
+    // bench1(nthread, rand_keys, nvals);
+    bench2(nthread, nvals);
 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 7df47620..07b51329 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -59,23 +59,23 @@ void NoChecks() {
     TART aTART;
     {
         TransactionGuard t;
-        aTART.insert(absentkey1, 10);
+        aTART.transPut(absentkey1, 10);
     }
     {
         TransactionGuard t;
-        aTART.lookup(absentkey1);
+        aTART.transGet(absentkey1);
     }
 
     {
         TransactionGuard t;
-        aTART.erase(absentkey1);
+        aTART.transRemove(absentkey1);
     }
 
     {
         TransactionGuard t;
-        aTART.insert(absentkey1, 10);
-        aTART.lookup(absentkey1);
-        aTART.erase(absentkey1);
+        aTART.transPut(absentkey1, 10);
+        aTART.transGet(absentkey1);
+        aTART.transRemove(absentkey1);
     }
         // Insert check print statement, no check should occur
 }
@@ -84,13 +84,13 @@ void Checks() {
     TART aTART;
     {
         TransactionGuard t;
-        aTART.insert(absentkey1, 10);
+        aTART.transPut(absentkey1, 10);
     }
     printf("1. ");
     {
         TransactionGuard t;
-        auto x = aTART.lookup(absentkey1);
-        aTART.insert(checkkey, 100);
+        auto x = aTART.transGet(absentkey1);
+        aTART.transPut(checkkey, 100);
         if(x == 0) {
             printf("wtf\n");
         }
@@ -98,20 +98,20 @@ void Checks() {
     printf("\n2.");
     {
         TransactionGuard t;
-        aTART.lookup(absentkey1);
-        aTART.insert(absentkey2, 12);
+        aTART.transGet(absentkey1);
+        aTART.transPut(absentkey2, 12);
     }
     printf("\n3.");
     {
         TransactionGuard t;
-        aTART.lookup(absentkey1);
-        aTART.erase(absentkey2);
+        aTART.transGet(absentkey1);
+        aTART.transRemove(absentkey2);
     }
     printf("\n4.");
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        aTART.insert(checkkey, 100);
+        volatile auto x = aTART.transGet(absentkey1);
+        aTART.transPut(checkkey, 100);
 
         if (x == 0) {
             printf("wtf\n");
@@ -129,27 +129,27 @@ void testSimple() {
     const char* key2 = "1234";
     {
         TransactionGuard t;
-        a.insert(key1, 123);
-        a.insert(key2, 321);
+        a.transPut(key1, 123);
+        a.transPut(key2, 321);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = a.lookup(key1);
-        volatile auto y = a.lookup(key2);
+        volatile auto x = a.transGet(key1);
+        volatile auto y = a.transGet(key2);
         assert(x == 123);
         assert(y == 321);
     }
 
     {
         TransactionGuard t;
-        a.insert("foo", 1);
-        a.insert("foobar", 2);
+        a.transPut("foo", 1);
+        a.transPut("foobar", 2);
     }
 
     {
         TransactionGuard t;
-        assert(a.lookup("foobar") == 2);
+        assert(a.transGet("foobar") == 2);
     }
 
 
@@ -161,23 +161,23 @@ void testSimple2() {
 
     {
         TransactionGuard t;
-        aTART.insert(absentkey1, 10);
-        aTART.insert(absentkey2, 10);
+        aTART.transPut(absentkey1, 10);
+        aTART.transPut(absentkey2, 10);
     }
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey2, 123);
 
     TestTransaction t2(0);
-    aTART.insert(absentkey2, 456);
+    aTART.transPut(absentkey2, 456);
 
     assert(t2.try_commit());
     assert(t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey2);
         assert(x == 123);
     }
     printf("PASS: %s\n", __FUNCTION__);
@@ -190,38 +190,38 @@ void testSimpleErase() {
     const char* key2 = "1234";
     {
         TransactionGuard t;
-        a.insert(key1, 123);
-        a.insert(key2, 321);
+        a.transPut(key1, 123);
+        a.transPut(key2, 321);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = a.lookup(key1);
-        volatile auto y = a.lookup(key2);
-        a.insert(checkkey, 100);
+        volatile auto x = a.transGet(key1);
+        volatile auto y = a.transGet(key2);
+        a.transPut(checkkey, 100);
         assert(x == 123);
         assert(y == 321);
     }
 
     {
         TransactionGuard t;
-        a.erase(key1);
-        volatile auto x = a.lookup(key1);
-        a.insert(checkkey, 100);
+        a.transRemove(key1);
+        volatile auto x = a.transGet(key1);
+        a.transPut(checkkey, 100);
         assert(x == 0);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = a.lookup(key1);
+        volatile auto x = a.transGet(key1);
         assert(x == 0);
-        a.insert(key1, 567);
+        a.transPut(key1, 567);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = a.lookup(key1);
-        a.insert(checkkey, 100);
+        volatile auto x = a.transGet(key1);
+        a.transPut(checkkey, 100);
         assert(x == 567);
     }
 
@@ -236,20 +236,20 @@ void testEmptyErase() {
     // deleting non-existent node
     {
         TransactionGuard t;
-        a.erase(key1);
-        volatile auto x = a.lookup(key1);
-        a.insert(checkkey, 100);
+        a.transRemove(key1);
+        volatile auto x = a.transGet(key1);
+        a.transPut(checkkey, 100);
         assert(x == 0);
     }
 
     {
         TransactionGuard t;
-        a.erase(key1);
-        volatile auto x = a.lookup(key1);
+        a.transRemove(key1);
+        volatile auto x = a.transGet(key1);
         assert(x == 0);
-        a.insert(key1, 123);
-        a.erase(key1);
-        x = a.lookup(key1);
+        a.transPut(key1, 123);
+        a.transRemove(key1);
+        x = a.transGet(key1);
         assert(x == 0);    
     }
 
@@ -261,11 +261,11 @@ void testAbsentErase() {
     TART a;
 
     TestTransaction t1(0);
-    a.erase("foo");
-    a.insert("bar", 1);
+    a.transRemove("foo");
+    a.transPut("bar", 1);
 
     TestTransaction t2(1);
-    a.insert("foo", 123);
+    a.transPut("foo", 123);
     assert(t2.try_commit());
 
     t1.use();
@@ -277,16 +277,16 @@ void multiWrite() {
     TART aTART;
     {
         TransactionGuard t;
-        aTART.insert(absentkey2, 456);
+        aTART.transPut(absentkey2, 456);
     }
 
     {
         TransactionGuard t;
-        aTART.insert(absentkey2, 123);
+        aTART.transPut(absentkey2, 123);
     }
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey2);
         assert(x == 123);    
     }
     printf("PASS: %s\n", __FUNCTION__);
@@ -296,22 +296,22 @@ void multiThreadWrites() {
     TART aTART;
     {
         TransactionGuard t;
-        aTART.insert(absentkey2, 456);
+        aTART.transPut(absentkey2, 456);
     }
 
     TestTransaction t1(0);
-    aTART.insert(absentkey2, 123);
+    aTART.transPut(absentkey2, 123);
 
     TestTransaction t2(0);
-    aTART.insert(absentkey2, 456);
+    aTART.transPut(absentkey2, 456);
 
     assert(t1.try_commit());
     assert(t2.try_commit());
 
     {
         TransactionGuard t;
-        // printf("to lookup\n");
-        volatile auto x = aTART.lookup(absentkey2);
+        // printf("to transGet\n");
+        volatile auto x = aTART.transGet(absentkey2);
         // printf("looked\n");
         assert(x == 456);
     }
@@ -322,24 +322,24 @@ void multiThreadWrites() {
 void testReadDelete() {
     TART aTART;
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
+    aTART.transPut(absentkey1, 10);
+    aTART.transPut(absentkey2, 10);
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 10);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey2, 10);
 
     TestTransaction t2(0);
-    aTART.erase(absentkey1);
+    aTART.transRemove(absentkey1);
 
     assert(t2.try_commit());
     assert(!t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey1);
+        volatile auto y = aTART.transGet(absentkey2);
         assert(x == 0);
         assert(y == 10);
     }
@@ -350,24 +350,24 @@ void testReadDelete() {
 void testReadWriteDelete() {
     TART aTART;
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
+    aTART.transPut(absentkey1, 10);
+    aTART.transPut(absentkey2, 10);
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey2, 123);
 
     TestTransaction t2(0);
-    aTART.erase(absentkey1);
+    aTART.transRemove(absentkey1);
 
     assert(t2.try_commit());
     assert(!t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey1);
+        volatile auto y = aTART.transGet(absentkey2);
         assert(x == 0);
         assert(y == 10);
     }
@@ -378,27 +378,27 @@ void testReadWriteDelete() {
 void testReadDeleteInsert() {
     TART aTART;
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
+    aTART.transPut(absentkey1, 10);
+    aTART.transPut(absentkey2, 10);
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey2, 123);
 
     TestTransaction t2(0);
-    aTART.erase(absentkey1);
+    aTART.transRemove(absentkey1);
     assert(t2.try_commit());
 
     TestTransaction t3(0);
-    aTART.insert(absentkey1, 10);
+    aTART.transPut(absentkey1, 10);
     assert(t3.try_commit());
     assert(!t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey1);
+        volatile auto y = aTART.transGet(absentkey2);
         assert(x == 10);
         assert(y == 10);
     }
@@ -410,24 +410,24 @@ void testReadDeleteInsert() {
 void testInsertDelete() {
     TART aTART;
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
+    aTART.transPut(absentkey1, 10);
+    aTART.transPut(absentkey2, 10);
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    aTART.insert(absentkey1, 123);
-    aTART.insert(absentkey2, 456);
+    aTART.transPut(absentkey1, 123);
+    aTART.transPut(absentkey2, 456);
 
     TestTransaction t2(0);
-    aTART.erase(absentkey1);
+    aTART.transRemove(absentkey1);
     assert(t2.try_commit());
 
     assert(!t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey1);
+        volatile auto y = aTART.transGet(absentkey2);
         assert(x == 0);
         assert(y == 10);
     }
@@ -440,20 +440,20 @@ void testAbsent1_1() {
     TART aTART;
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    // a new insert
+    aTART.transGet(absentkey1);
+    // a new transPut
     TestTransaction t2(0);
-    aTART.insert(absentkey1, 456);
-    aTART.insert(absentkey2, 123);
+    aTART.transPut(absentkey1, 456);
+    aTART.transPut(absentkey2, 123);
 
     t1.use();
     try {
-        aTART.lookup(absentkey2);
+        aTART.transGet(absentkey2);
     } catch (Transaction::Abort e) { 
         assert(t2.try_commit());
         {
             TransactionGuard t;
-            volatile auto x = aTART.lookup(absentkey1);
+            volatile auto x = aTART.transGet(absentkey1);
             assert(x == 456);
         }
         printf("PASS: %s\n", __FUNCTION__);
@@ -469,20 +469,20 @@ void testAbsent1_2() {
     TART aTART;
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey1, 123);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey1, 123);
 
-    // a new insert
+    // a new transPut
     TestTransaction t2(0);
     try {
-        aTART.insert(absentkey1, 456);
+        aTART.transPut(absentkey1, 456);
     } catch (Transaction::Abort e) {}
 
     assert(t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto x = aTART.transGet(absentkey1);
         assert(x == 123);
     }
 
@@ -494,24 +494,24 @@ void testAbsent1_3() {
     TART aTART;
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey2, 123);
 
-    // a new insert
+    // a new transPut
     TestTransaction t2(0);
-    aTART.insert(absentkey1, 456);
+    aTART.transPut(absentkey1, 456);
 
     assert(t2.try_commit());
     
     TestTransaction t3(0);
-    aTART.erase(absentkey1);
+    aTART.transRemove(absentkey1);
 
     assert(t3.try_commit());
     assert(!t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto x = aTART.transGet(absentkey1);
         assert(x == 0);
     }
 
@@ -523,22 +523,22 @@ void testAbsent2_2() {
     TART aTART;
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey1, 123);
-    aTART.lookup(absentkey2);
-    aTART.insert(absentkey2, 123);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey1, 123);
+    aTART.transGet(absentkey2);
+    aTART.transPut(absentkey2, 123);
 
-    // a new insert
+    // a new transPut
     TestTransaction t2(0);
     try {
-        aTART.insert(absentkey1, 456);
+        aTART.transPut(absentkey1, 456);
     } catch (Transaction::Abort e) {}
 
     assert(t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto x = aTART.transGet(absentkey1);
         assert(x == 123);
     }
 
@@ -550,26 +550,26 @@ void testAbsent3() {
     TART aTART;
 
     TestTransaction t0(0);
-    aTART.insert(absentkey2, 123);
-    aTART.insert(absentkey2_1, 456);
+    aTART.transPut(absentkey2, 123);
+    aTART.transPut(absentkey2_1, 456);
 
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
+    aTART.transGet(absentkey1);
+    aTART.transPut(absentkey2, 123);
 
     // an update
     TestTransaction t2(0);
-    aTART.insert(absentkey2_2, 456);
+    aTART.transPut(absentkey2_2, 456);
 
     assert(t2.try_commit());
     assert(t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey1);
+        volatile auto y = aTART.transGet(absentkey2);
         assert(y == 123);
         assert(x == 0);
     }
@@ -581,27 +581,27 @@ void testAbsent3_2() {
     TART aTART;
 
     TestTransaction t0(0);
-    aTART.insert(absentkey2, 123);
-    aTART.insert(absentkey2_1, 123);
-    aTART.insert(absentkey2_2, 123);
-    aTART.insert(absentkey2_3, 123);
+    aTART.transPut(absentkey2, 123);
+    aTART.transPut(absentkey2_1, 123);
+    aTART.transPut(absentkey2_2, 123);
+    aTART.transPut(absentkey2_3, 123);
     assert(t0.try_commit());
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey2_4);
-    aTART.insert(absentkey2, 123);
+    aTART.transGet(absentkey2_4);
+    aTART.transPut(absentkey2, 123);
 
     // an update
     TestTransaction t2(0);
-    aTART.insert(absentkey2_5, 456);
+    aTART.transPut(absentkey2_5, 456);
 
     assert(t2.try_commit());
     assert(!t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey1);
+        volatile auto y = aTART.transGet(absentkey2);
         assert(y == 123);
         assert(x == 0);
     }
@@ -613,19 +613,19 @@ void testABA1() {
     TART aTART;
     {
         TransactionGuard t;
-        aTART.insert(absentkey2, 456);
+        aTART.transPut(absentkey2, 456);
     }
 
     TestTransaction t1(0);
-    aTART.lookup(absentkey2);
-    aTART.insert(absentkey1, 123);
+    aTART.transGet(absentkey2);
+    aTART.transPut(absentkey1, 123);
 
     TestTransaction t2(0);
-    aTART.erase(absentkey2);
+    aTART.transRemove(absentkey2);
     assert(t2.try_commit());
 
     TestTransaction t3(0);
-    aTART.insert(absentkey2, 456);
+    aTART.transPut(absentkey2, 456);
 
     assert(t3.try_commit());
     assert(!t1.try_commit());
@@ -633,8 +633,8 @@ void testABA1() {
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
+        volatile auto x = aTART.transGet(absentkey1);
+        volatile auto y = aTART.transGet(absentkey2);
         assert(y == 456);
         assert(x == 0);
     }
@@ -648,14 +648,14 @@ void testMultiRead() {
     TART art;
     {
         TransactionGuard t;
-        art.insert("hello", 4);
+        art.transPut("hello", 4);
     }
 
     TestTransaction t1(0);
-    volatile auto x = art.lookup("hello");
+    volatile auto x = art.transGet("hello");
 
     TestTransaction t2(1);
-    volatile auto y = art.lookup("hello");
+    volatile auto y = art.transGet("hello");
     assert(t2.try_commit());
 
     t1.use();
@@ -669,15 +669,15 @@ void testReadWrite() {
     TART art;
     {
         TransactionGuard t;
-        art.insert("hello", 4);
+        art.transPut("hello", 4);
     }
 
     TestTransaction t1(0);
-    art.lookup("hello");
-    art.insert("world", 1);
+    art.transGet("hello");
+    art.transPut("world", 1);
 
     TestTransaction t2(1);
-    art.insert("hello", 6);
+    art.transPut("hello", 6);
     assert(t2.try_commit());
     assert(!t1.try_commit());
 
@@ -688,36 +688,36 @@ void testPerNodeV() {
     TART art;
     {
         TransactionGuard t;
-        art.insert("x", 1);
-        art.insert("y", 2);
-        art.insert("z", 3);
+        art.transPut("x", 1);
+        art.transPut("y", 2);
+        art.transPut("z", 3);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = art.lookup("x");
-        volatile auto y = art.lookup("y");
-        volatile auto z = art.lookup("z");
+        volatile auto x = art.transGet("x");
+        volatile auto y = art.transGet("y");
+        volatile auto z = art.transGet("z");
         assert(x == 1);
         assert(y == 2);
         assert(z == 3);
     }
 
     TestTransaction t1(0);
-    art.lookup("x");
-    art.insert("z", 13);
+    art.transGet("x");
+    art.transPut("z", 13);
 
     TestTransaction t2(1);
-    art.insert("y", 12);
+    art.transPut("y", 12);
 
     assert(t2.try_commit());
     assert(t1.try_commit());
 
     {
         TransactionGuard t;
-        volatile auto x = art.lookup("x");
-        volatile auto y = art.lookup("y");
-        volatile auto z = art.lookup("z");
+        volatile auto x = art.transGet("x");
+        volatile auto y = art.transGet("y");
+        volatile auto z = art.transGet("z");
         assert(x == 1);
         assert(y == 12);
         assert(z == 13);
@@ -732,10 +732,10 @@ void testLookupRange() {
     uintptr_t* result = new uintptr_t[10];
     size_t resultsFound;
     art.lookupRange({"a", 2}, {"z", 2}, {"", 0}, result, 10, resultsFound);
-    art.insert("foo", 1);
+    art.transPut("foo", 1);
 
     TestTransaction t2(1);
-    art.insert("b", 1);
+    art.transPut("b", 1);
     assert(t2.try_commit());
 
     assert(!t1.try_commit());
@@ -747,17 +747,17 @@ void testLookupRangeSplit() {
 
     {
         TransactionGuard t;
-        art.insert("rail", 1);
+        art.transPut("rail", 1);
     }
     
     TestTransaction t1(0);
     uintptr_t* result = new uintptr_t[10];
     size_t resultsFound;
     art.lookupRange({"a", 2}, {"z", 2}, {"", 0}, result, 10, resultsFound);
-    art.insert("foo", 1);
+    art.transPut("foo", 1);
 
     TestTransaction t2(1);
-    art.insert("rain", 1);
+    art.transPut("rain", 1);
     assert(t2.try_commit());
 
     assert(!t1.try_commit());
@@ -769,17 +769,17 @@ void testLookupRangeUpdate() {
 
     {
         TransactionGuard t;
-        art.insert("rail", 1);
+        art.transPut("rail", 1);
     }
     
     TestTransaction t1(0);
     uintptr_t* result = new uintptr_t[10];
     size_t resultsFound;
     art.lookupRange({"a", 2}, {"z", 2}, {"", 0}, result, 10, resultsFound);
-    art.insert("foo", 1);
+    art.transPut("foo", 1);
 
     TestTransaction t2(1);
-    art.insert("rail", 2);
+    art.transPut("rail", 2);
     assert(t2.try_commit());
 
     assert(!t1.try_commit());
@@ -789,37 +789,37 @@ void testLookupRangeUpdate() {
 void testRCU(TART* a) {
     double vm_usage; double resident_set;
     process_mem_usage(vm_usage, resident_set);
-    printf("Before insert\n");
+    printf("Before transPut\n");
     printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
 
     for (int i = 0; i < 1000000; i++) {
         TRANSACTION_E {
-            a->insert(i, i);
+            a->transPut(i, i);
         } RETRY_E(true);
     }
 
     process_mem_usage(vm_usage, resident_set);
-    printf("After insert\n");
+    printf("After transPut\n");
     printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
 
     for (int i = 0; i < 1000000; i++) {
         TRANSACTION_E {
-            a->erase(i);
+            a->transRemove(i);
         } RETRY_E(true);
     }
 
     process_mem_usage(vm_usage, resident_set);
-    printf("After erase\n");
+    printf("After transRemove\n");
     printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
 
     for (int i = 0; i < 1000000; i++) {
         TRANSACTION_E {
-            a->insert(i, i);
+            a->transPut(i, i);
         } RETRY_E(true);
     }
 
     process_mem_usage(vm_usage, resident_set);
-    printf("After re-insert\n");
+    printf("After re-transPut\n");
     printf("RSS: %f, VM: %f\n", resident_set, vm_usage);
 }
 
@@ -834,15 +834,15 @@ int main() {
     size_t resultsFound;
     {
         TransactionGuard t;
-        a->insert("romane", 1);
-        a->insert("romanus", 2);
-        a->insert("romulus", 3);
-        a->insert("rubens", 4);
-        a->insert("ruber", 5);
-        a->insert("rubicon", 6);
-        a->insert("rubicundus", 7);
+        a->transPut("romane", 1);
+        a->transPut("romanus", 2);
+        a->transPut("romulus", 3);
+        a->transPut("rubens", 4);
+        a->transPut("ruber", 5);
+        a->transPut("rubicon", 6);
+        a->transPut("rubicundus", 7);
 
-        a->erase("romanus");
+        a->transRemove("romanus");
 
         bool success = a->lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
         printf("success: %d\n", success);
@@ -860,13 +860,13 @@ int main() {
     testAbsentErase();
     multiWrite();
     multiThreadWrites();
-    testReadDelete(); // problem w/ lacking implementation of erase
+    testReadDelete(); // problem w/ lacking implementation of transRemove
     testReadWriteDelete();
     testReadDeleteInsert();
     testAbsent1_1();
     testInsertDelete();
     testAbsent1_2();
-    testAbsent1_3(); // ABA read insert delete detection no longer exists
+    testAbsent1_3(); // ABA read transPut delete detection no longer exists
     testAbsent2_2();
     testAbsent3();
     testAbsent3_2();

From e1ee88ed05bd5ac7a8499a35a8733ee46f096230 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 25 Jul 2018 14:46:33 -0400
Subject: [PATCH 095/116] Some updates

---
 ART/N.cpp                |   3 +
 ART/N.h                  |   3 +-
 ART/Tree.cpp             |   2 +-
 ART/Tree.h               |   1 -
 benchmark/TART_index.hh  |   6 ++
 benchmark/TPCC_bench.hh  |   4 +-
 benchmark/Voter_bench.hh |   4 +-
 datatype/TART.hh         | 116 +++++++++++++++++++++++++++++++++++----
 test/bench-tart.cc       |   8 +--
 test/unit-tart.cc        |  44 +++++++--------
 10 files changed, 148 insertions(+), 43 deletions(-)

diff --git a/ART/N.cpp b/ART/N.cpp
index 689ebeaf..e7d555a7 100644
--- a/ART/N.cpp
+++ b/ART/N.cpp
@@ -358,6 +358,9 @@ namespace ART_OLC {
 
     void N::deleteNode(N *node) {
         if (N::isLeaf(node)) {
+            // if (N::freeLeaf) {
+            //     N::freeLeaf(N::getLeaf(node));
+            // }
             return;
         }
         switch (node->getType()) {
diff --git a/ART/N.h b/ART/N.h
index 45bd798f..2a2e1862 100644
--- a/ART/N.h
+++ b/ART/N.h
@@ -63,9 +63,10 @@ namespace ART_OLC {
         static uint64_t convertTypeToVersion(NTypes type);
 
     public:
-
         NTypes getType() const;
 
+        // static void freeLeaf(TID tid);
+
         TVersion vers;
 
         uint32_t getCount() const;
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 5257a672..5f673b39 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -15,7 +15,7 @@ namespace ART_OLC {
         loadKey = f;
     }
 
-    Tree::Tree(LoadKeyFunction loadKey) : root(new N256( nullptr, 0)), loadKey(loadKey) {
+    Tree::Tree(LoadKeyFunction loadKey) : root(new N256(nullptr, 0)), loadKey(loadKey) {
     }
 
     Tree::~Tree() {
diff --git a/ART/Tree.h b/ART/Tree.h
index 55a6e263..ba20e98b 100644
--- a/ART/Tree.h
+++ b/ART/Tree.h
@@ -10,7 +10,6 @@
 using namespace ART;
 
 namespace ART_OLC {
-
     class Tree {
     public:
         using LoadKeyFunction = void (*)(TID tid, Key &key);
diff --git a/benchmark/TART_index.hh b/benchmark/TART_index.hh
index 7623bfaf..b2ae80d7 100644
--- a/benchmark/TART_index.hh
+++ b/benchmark/TART_index.hh
@@ -49,6 +49,12 @@ public:
         key_gen_ = 0;
         // static_assert(std::is_base_of<std::string, K>::value, "key must be std::string");
     }
+
+    tart_index(size_t init_size) {
+        (void)init_size;
+        tart_index();
+    }
+
     ~tart_index() {}
 
     void thread_init() {}
diff --git a/benchmark/TPCC_bench.hh b/benchmark/TPCC_bench.hh
index 79ee6c87..670686ea 100644
--- a/benchmark/TPCC_bench.hh
+++ b/benchmark/TPCC_bench.hh
@@ -18,6 +18,7 @@
 
 #include "DB_index.hh"
 #include "DB_params.hh"
+#include "TART_index.hh"
 
 #define A_GEN_CUSTOMER_ID           1023
 #define A_GEN_ITEM_ID               8191
@@ -115,7 +116,8 @@ public:
     using UIndex = unordered_index<K, V, DBParams>;
 
     template <typename K, typename V>
-    using OIndex = ordered_index<K, V, DBParams>;
+    // using OIndex = ordered_index<K, V, DBParams>;
+    using OIndex = bench::tart_index<K, V, DBParams>;
 
     // partitioned according to warehouse id
     typedef std::vector<warehouse_value>                 wh_table_type;
diff --git a/benchmark/Voter_bench.hh b/benchmark/Voter_bench.hh
index ff7f441a..9a0a7286 100644
--- a/benchmark/Voter_bench.hh
+++ b/benchmark/Voter_bench.hh
@@ -19,8 +19,8 @@ template<typename DBParams>
 class voter_db {
 public:
     template<typename K, typename V>
-    // using OIndex = ordered_index<K, V, DBParams>;
-    using OIndex = bench::tart_index<K, V, DBParams>;
+    using OIndex = ordered_index<K, V, DBParams>;
+    // using OIndex = bench::tart_index<K, V, DBParams>;
 
     typedef OIndex<contestant_key, contestant_row> contestant_tbl_type;
     typedef OIndex<area_code_state_key, area_code_state_row> areacodestate_tbl_type;
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 2eb96694..4dda8015 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -8,7 +8,6 @@
 #include "simple_str.hh"
 #include "print_value.hh"
 #include "../ART/Tree.h"
-#include "../ART/N.h"
 #include "str.hh"
 
 class TART : public TObject {
@@ -43,9 +42,21 @@ public:
         }
     }
 
+    // static void freeLeaf(TID t) {
+    //     Element* e = (Element*) t;
+    //     if (e->key.second > 8) {
+    //         Transaction::rcu_free((char*) e->key.first);
+    //     }
+    //     Transaction::rcu_delete(e);
+    // }
+
     typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
     typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
 
+    typedef std::tuple<bool, bool, uintptr_t> lookup_return_type; // (success, found, ret)
+    typedef std::tuple<bool, bool> ins_return_type; // (success, found)
+    typedef std::tuple<bool, bool> del_return_type; // (success, found)
+
     static constexpr TransItem::flags_type parent_bit = TransItem::user0_bit;
     static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit<<1;
     static constexpr TransItem::flags_type new_insert_bit = TransItem::user0_bit<<2;
@@ -54,7 +65,7 @@ public:
         root_.access().setLoadKey(TART::loadKey);
     }
 
-    TVal transGet(lcdf::Str k) {
+    lookup_return_type lookup(lcdf::Str k) {
         Key key;
         make_key(k.data(), key, k.length());
         auto r = root_.access().lookup(key);
@@ -62,22 +73,30 @@ public:
         if (e) {
             auto item = Sto::item(this, e);
             if (item.has_write()) {
-                return item.template write_value<TVal>();
+                return lookup_return_type(true, true, item.template write_value<TVal>());
             }
             e->vers.lock_exclusive();
             if (e->poisoned) {
                 e->vers.unlock_exclusive();
-                throw Transaction::Abort();
+                return lookup_return_type(false, false, 0);
             }
             e->vers.unlock_exclusive();
             e->vers.observe_read(item);
-            return e->val;
+            return lookup_return_type(true, true, e->val);
         }
         assert(r.second);
         auto item = Sto::item(this, r.second);
         item.add_flags(parent_bit);
         r.second->vers.observe_read(item);
-        return 0;
+        return lookup_return_type(true, false, 0);
+    }
+
+    TVal transGet(lcdf::Str k) {
+        auto r = lookup(k);
+        if (!std::get<0>(r)) {
+            throw Transaction::Abort();
+        }
+        return std::get<2>(r);
     }
     TVal transGet(uint64_t k) {
         return transGet({(const char*) &k, sizeof(uint64_t)});
@@ -97,6 +116,55 @@ public:
         return 0;
     }
 
+    ins_return_type insert(lcdf::Str k, TVal v, bool overwrite) {
+        Key art_key;
+        make_key(k.data(), art_key, k.length());
+
+        auto r = root_.access().insert(art_key, [k, v]{
+            Element* e = new Element();
+            if (k.length() > 8) {
+                char* p = (char*) malloc(k.length());
+                memcpy(p, k.data(), k.length());
+                e->key.first = p;
+            } else {
+                memcpy(&e->key.first, k.data(), k.length());
+            }
+            e->val = v;
+            e->poisoned = true;
+            e->key.second = k.length();
+            return (TID) e;
+        });
+
+        Element* e = (Element*) r.first;
+        if (!r.second) {
+            auto item = Sto::item(this, e);
+            e->vers.lock_exclusive();
+            if (!item.has_write() && e->poisoned) {
+                e->vers.unlock_exclusive();
+                return ins_return_type(false, false);
+            }
+            e->vers.unlock_exclusive();
+            e->vers.observe_read(item);
+            if (item.has_flag(deleted_bit)) {
+                item.add_write(v);
+                item.clear_flags(deleted_bit);
+                return ins_return_type(true, false);
+            }
+            if (overwrite) {
+                item.add_write(v);
+            }
+            return ins_return_type(true, true);
+        }
+
+        auto item_el = Sto::item(this, e);
+        auto item_parent = Sto::item(this, r.second);
+        item_parent.add_write(v);
+        item_el.add_write(v);
+        item_el.add_flags(new_insert_bit);
+        item_parent.add_flags(parent_bit);
+        return ins_return_type(true, false);
+    }
+
     void transPut(lcdf::Str k, TVal v) {
         Key art_key;
         make_key(k.data(), art_key, k.length());
@@ -167,6 +235,32 @@ public:
         }
     }
 
+    del_return_type remove(lcdf::Str k) {
+        Key art_key;
+        make_key(k.data(), art_key, k.length());
+        auto r = root_.access().lookup(art_key);
+        Element* e = (Element*) r.first;
+        if (e) {
+            auto item = Sto::item(this, e);
+            e->vers.lock_exclusive();
+            if (!item.has_write() && e->poisoned) {
+                e->vers.unlock_exclusive();
+                return del_return_type(false, false);
+            }
+            e->poisoned = true;
+            e->vers.unlock_exclusive();
+            item.add_write(0);
+            item.add_flags(deleted_bit);
+            e->vers.observe_read(item);
+            return del_return_type(true, true);
+        }
+
+        auto item_parent = Sto::item(this, r.second);
+        item_parent.add_flags(parent_bit);
+        r.second->vers.observe_read(item_parent);
+        return del_return_type(true, false);
+    }
+
     void transRemove(lcdf::Str k) {
         Key art_key;
         make_key(k.data(), art_key, k.length());
@@ -260,7 +354,7 @@ public:
             return parent->vers.cp_check_version(txn, item);
         } else {
             Element* e = item.template key<Element*>();
-            return !e->poisoned && e->vers.cp_check_version(txn, item);
+            return (!e->poisoned || item.has_flag(new_insert_bit) || item.has_flag(deleted_bit)) && e->vers.cp_check_version(txn, item);
         }
     }
     void install(TransItem& item, Transaction& txn) override {
@@ -279,7 +373,7 @@ public:
                 }
                 root_.access().remove(art_key, (TID) e);
                 if (e->key.second > 8) {
-                    Transaction::rcu_delete((char*) e->key.first);
+                    Transaction::rcu_free((char*) e->key.first);
                 }
                 Transaction::rcu_delete(e);
                 return;
@@ -299,7 +393,7 @@ public:
         }
     }
     void cleanup(TransItem& item, bool committed) override {
-        if (committed || item.has_flag(parent_bit)) {
+        if (committed || item.has_flag(parent_bit) || !item.has_write()) {
             return;
         }
         Element* e = item.template key<Element*>();
@@ -307,7 +401,7 @@ public:
             e->poisoned = false;
             return;
         }
-        if (e->poisoned) {
+        if (e->poisoned && item.has_flag(new_insert_bit)) {
             Key art_key;
             if (e->key.second > 8) {
                 make_key(e->key.first, art_key, e->key.second);
@@ -316,7 +410,7 @@ public:
             }
             root_.access().remove(art_key, (TID) e);
             if (e->key.second > 8) {
-                Transaction::rcu_delete((char*) e->key.first);
+                Transaction::rcu_free((char*) e->key.first);
             }
             Transaction::rcu_delete(e);
         }
diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index 3821de51..c7d44ef6 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -225,8 +225,8 @@ void bench1(int nthread, int rand_keys, int nvals) {
                 oindex_wrapper::index_type::thread_init();
 
                 for (int i = thread_id*(nvals/nthread); i < (thread_id+1)*nvals/nthread; i++) {
-                    auto val = art->lookup(keys[i]);
-                    assert(val == keys[i]);
+                    int val = art->lookup(keys[i]);
+                    assert((int) val == (int) keys[i]);
                 }
             }, i);
         }
@@ -319,6 +319,6 @@ int main(int argc, char *argv[]) {
     if (argc > 3) {
         rand_keys = atoi(argv[3]);
     }
-    // bench1(nthread, rand_keys, nvals);
-    bench2(nthread, nvals);
+    bench1(nthread, rand_keys, nvals);
+    // bench2(nthread, nvals);
 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 07b51329..07c12f4a 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -828,28 +828,28 @@ int main() {
     pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
     pthread_detach(advancer); 
 
-    TART* a = new TART();
-
-    uintptr_t* result = new uintptr_t[10];
-    size_t resultsFound;
-    {
-        TransactionGuard t;
-        a->transPut("romane", 1);
-        a->transPut("romanus", 2);
-        a->transPut("romulus", 3);
-        a->transPut("rubens", 4);
-        a->transPut("ruber", 5);
-        a->transPut("rubicon", 6);
-        a->transPut("rubicundus", 7);
-
-        a->transRemove("romanus");
-
-        bool success = a->lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
-        printf("success: %d\n", success);
-        for (int i = 0; i < resultsFound; i++) {
-            printf("%d: %d\n", resultsFound, result[i]);
-        }
-    }
+    // TART* a = new TART();
+    //
+    // uintptr_t* result = new uintptr_t[10];
+    // size_t resultsFound;
+    // {
+    //     TransactionGuard t;
+    //     a->transPut("romane", 1);
+    //     a->transPut("romanus", 2);
+    //     a->transPut("romulus", 3);
+    //     a->transPut("rubens", 4);
+    //     a->transPut("ruber", 5);
+    //     a->transPut("rubicon", 6);
+    //     a->transPut("rubicundus", 7);
+    //
+    //     a->transRemove("romanus");
+    //
+    //     bool success = a->lookupRange({"romane", 7}, {"ruber", 6}, {"", 0}, result, 10, resultsFound);
+    //     printf("success: %d\n", success);
+    //     for (int i = 0; i < resultsFound; i++) {
+    //         printf("%d: %d\n", resultsFound, result[i]);
+    //     }
+    // }
 
     // a->print();
 

From fec785089b0756af1e26506fc8abb453f9f324ba Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 26 Jul 2018 12:12:24 -0400
Subject: [PATCH 096/116] Add more overloaded functions

---
 datatype/TART.hh | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 4dda8015..46c10ff3 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -90,6 +90,9 @@ public:
         r.second->vers.observe_read(item);
         return lookup_return_type(true, false, 0);
     }
+    lookup_return_type lookup(const char* k) {
+        return lookup({k, strlen(k)+1});
+    }
 
     TVal transGet(lcdf::Str k) {
         auto r = lookup(k);
@@ -115,6 +118,9 @@ public:
         }
         return 0;
     }
+    TVal nonTransGet(const char* k) {
+        return nonTransGet({k, strlen(k)+1});
+    }
 
     ins_return_type insert(lcdf::Str k, TVal v, bool overwrite) {
         Key art_key;
@@ -164,6 +170,9 @@ public:
         item_parent.add_flags(parent_bit);
         return ins_return_type(true, false);
     }
+    lookup_return_type insert(const char* k, TVal v) {
+        return insert({k, strlen(k)+1}, v);
+    }
 
     void transPut(lcdf::Str k, TVal v) {
         Key art_key;
@@ -234,6 +243,9 @@ public:
             return;
         }
     }
+    lookup_return_type nonTransPut(const char* k, TVal v) {
+        return nonTransPut({k, strlen(k)+1}, v);
+    }
 
     del_return_type remove(lcdf::Str k) {
         Key art_key;
@@ -260,6 +272,9 @@ public:
         r.second->vers.observe_read(item_parent);
         return del_return_type(true, false);
     }
+    lookup_return_type remove(const char* k) {
+        return remove({k, strlen(k)+1});
+    }
 
     void transRemove(lcdf::Str k) {
         Key art_key;

From 5e2d6a0c4cb655c4dbdf6782e4a8631aa1f59195 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 26 Jul 2018 12:14:38 -0400
Subject: [PATCH 097/116] Fix errors

---
 datatype/TART.hh | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 46c10ff3..0d7d5dc7 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -170,8 +170,8 @@ public:
         item_parent.add_flags(parent_bit);
         return ins_return_type(true, false);
     }
-    lookup_return_type insert(const char* k, TVal v) {
-        return insert({k, strlen(k)+1}, v);
+    ins_return_type insert(const char* k, TVal v, bool overwrite) {
+        return insert({k, strlen(k)+1}, v, overwrite);
     }
 
     void transPut(lcdf::Str k, TVal v) {
@@ -243,7 +243,7 @@ public:
             return;
         }
     }
-    lookup_return_type nonTransPut(const char* k, TVal v) {
+    void nonTransPut(const char* k, TVal v) {
         return nonTransPut({k, strlen(k)+1}, v);
     }
 
@@ -272,7 +272,7 @@ public:
         r.second->vers.observe_read(item_parent);
         return del_return_type(true, false);
     }
-    lookup_return_type remove(const char* k) {
+    del_return_type remove(const char* k) {
         return remove({k, strlen(k)+1});
     }
 

From 373010b5fb8be376762accf47e621386bdc3ff4a Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 27 Jul 2018 17:22:29 -0400
Subject: [PATCH 098/116] Fix split and upgrade bugs

---
 ART/N.cpp         | 60 ++++++++++++++++++++++-------------------------
 ART/N.h           |  9 +++----
 ART/Tree.cpp      | 12 +++++-----
 ART/Tree.h        |  3 ++-
 datatype/TART.hh  | 32 ++++++++++++++++++-------
 test/unit-tart.cc | 52 ++++++++++++++++++++++++++++++++++++++++
 6 files changed, 116 insertions(+), 52 deletions(-)

diff --git a/ART/N.cpp b/ART/N.cpp
index e7d555a7..4a309cde 100644
--- a/ART/N.cpp
+++ b/ART/N.cpp
@@ -91,26 +91,26 @@ namespace ART_OLC {
     }
 
     template<typename curN, typename biggerN>
-    void N::insertGrow(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart) {
+    N* N::insertGrow(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart) {
         if (!n->isFull()) {
             if (parentNode != nullptr) {
                 parentNode->readUnlockOrRestart(parentVersion, needRestart);
-                if (needRestart) return;
+                if (needRestart) return nullptr;
             }
             n->upgradeToWriteLockOrRestart(v, needRestart);
-            if (needRestart) return;
+            if (needRestart) return nullptr;
             n->insert(key, val);
             n->writeUnlock();
-            return;
+            return nullptr;
         }
 
         parentNode->upgradeToWriteLockOrRestart(parentVersion, needRestart);
-        if (needRestart) return;
+        if (needRestart) return nullptr;
 
         n->upgradeToWriteLockOrRestart(v, needRestart);
         if (needRestart) {
             parentNode->writeUnlock();
-            return;
+            return nullptr;
         }
 
         auto nBig = new biggerN(n->getPrefix(), n->getPrefixLength());
@@ -120,34 +120,31 @@ namespace ART_OLC {
         N::change(parentNode, keyParent, nBig);
 
         n->writeUnlockObsolete();
-        Transaction::rcu_delete(n);
         // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
         parentNode->writeUnlock();
+        return n;
     }
 
-    void N::insertAndUnlock(N *node, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart) {
+    N* N::insertAndUnlock(N *node, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart) {
         switch (node->getType()) {
             case NTypes::N4: {
                 auto n = static_cast<N4 *>(node);
-                insertGrow<N4, N16>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
-                break;
+                return insertGrow<N4, N16>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
             }
             case NTypes::N16: {
                 auto n = static_cast<N16 *>(node);
-                insertGrow<N16, N48>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
-                break;
+                return insertGrow<N16, N48>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
             }
             case NTypes::N48: {
                 auto n = static_cast<N48 *>(node);
-                insertGrow<N48, N256>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
-                break;
+                return insertGrow<N48, N256>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
             }
             case NTypes::N256: {
                 auto n = static_cast<N256 *>(node);
-                insertGrow<N256, N256>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
-                break;
+                return insertGrow<N256, N256>(n, v, parentNode, parentVersion, keyParent, key, val, needRestart);
             }
         }
+        return nullptr;
     }
 
     inline N *N::getChild(const uint8_t k, const N *node) {
@@ -204,26 +201,26 @@ namespace ART_OLC {
     }
 
     template<typename curN, typename smallerN>
-    void N::removeAndShrink(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, bool &needRestart) {
+    N* N::removeAndShrink(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, bool &needRestart) {
         if (!n->isUnderfull() || parentNode == nullptr) {
             if (parentNode != nullptr) {
                 parentNode->readUnlockOrRestart(parentVersion, needRestart);
-                if (needRestart) return;
+                if (needRestart) return nullptr;
             }
             n->upgradeToWriteLockOrRestart(v, needRestart);
-            if (needRestart) return;
+            if (needRestart) return nullptr;
 
             n->remove(key);
             n->writeUnlock();
-            return;
+            return nullptr;
         }
         parentNode->upgradeToWriteLockOrRestart(parentVersion, needRestart);
-        if (needRestart) return;
+        if (needRestart) return nullptr;
 
         n->upgradeToWriteLockOrRestart(v, needRestart);
         if (needRestart) {
             parentNode->writeUnlock();
-            return;
+            return nullptr;
         }
 
         auto nSmall = new smallerN(n->getPrefix(), n->getPrefixLength());
@@ -233,34 +230,33 @@ namespace ART_OLC {
         N::change(parentNode, keyParent, nSmall);
 
         n->writeUnlockObsolete();
-        Transaction::rcu_delete(n);
+        printf("shrink node\n");
+        // Transaction::rcu_delete(n);
         // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
         parentNode->writeUnlock();
+        return n;
     }
 
-    void N::removeAndUnlock(N *node, uint64_t v, uint8_t key, N *parentNode, uint64_t parentVersion, uint8_t keyParent, bool &needRestart) {
+    N* N::removeAndUnlock(N *node, uint64_t v, uint8_t key, N *parentNode, uint64_t parentVersion, uint8_t keyParent, bool &needRestart) {
         switch (node->getType()) {
             case NTypes::N4: {
                 auto n = static_cast<N4 *>(node);
-                removeAndShrink<N4, N4>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
-                break;
+                return removeAndShrink<N4, N4>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
             }
             case NTypes::N16: {
                 auto n = static_cast<N16 *>(node);
-                removeAndShrink<N16, N4>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
-                break;
+                return removeAndShrink<N16, N4>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
             }
             case NTypes::N48: {
                 auto n = static_cast<N48 *>(node);
-                removeAndShrink<N48, N16>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
-                break;
+                return removeAndShrink<N48, N16>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
             }
             case NTypes::N256: {
                 auto n = static_cast<N256 *>(node);
-                removeAndShrink<N256, N48>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
-                break;
+                return removeAndShrink<N256, N48>(n, v, parentNode, parentVersion, keyParent, key, needRestart);
             }
         }
+        return nullptr;
     }
 
     bool N::isLocked(uint64_t version) const {
diff --git a/ART/N.h b/ART/N.h
index 2a2e1862..ec580bfc 100644
--- a/ART/N.h
+++ b/ART/N.h
@@ -67,6 +67,7 @@ namespace ART_OLC {
 
         // static void freeLeaf(TID tid);
 
+        bool valid = true;
         TVersion vers;
 
         uint32_t getCount() const;
@@ -98,11 +99,11 @@ namespace ART_OLC {
 
         static N *getChild(const uint8_t k, const N *node);
 
-        static void insertAndUnlock(N *node, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart);
+        static N* insertAndUnlock(N *node, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart);
 
         static bool change(N *node, uint8_t key, N *val);
 
-        static void removeAndUnlock(N *node, uint64_t v, uint8_t key, N *parentNode, uint64_t parentVersion, uint8_t keyParent, bool &needRestart);
+        static N* removeAndUnlock(N *node, uint64_t v, uint8_t key, N *parentNode, uint64_t parentVersion, uint8_t keyParent, bool &needRestart);
 
         bool hasPrefix() const;
 
@@ -131,10 +132,10 @@ namespace ART_OLC {
         static std::tuple<N *, uint8_t> getSecondChild(N *node, const uint8_t k);
 
         template<typename curN, typename biggerN>
-        static void insertGrow(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart);
+        static N* insertGrow(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart);
 
         template<typename curN, typename smallerN>
-        static void removeAndShrink(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, bool &needRestart);
+        static N* removeAndShrink(curN *n, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, bool &needRestart);
 
         static uint64_t getChildren(const N *node, uint8_t start, uint8_t end, std::tuple<uint8_t, N *> children[],
                                 uint32_t &childrenCount);
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 5f673b39..a9bfadac 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -396,7 +396,7 @@ namespace ART_OLC {
         }
     }
 
-    std::pair<TID, N*> Tree::insert(const Key &k, std::function<TID()> make_tid) {
+    Tree::ins_return_type Tree::insert(const Key &k, std::function<TID()> make_tid) {
         // EpocheGuard epocheGuard(epocheInfo);
         restart:
         bool needRestart = false;
@@ -450,7 +450,7 @@ namespace ART_OLC {
                                     node->getPrefixLength() - ((nextLevel - level) + 1));
 
                     node->writeUnlock();
-                    return {tid, parentNode};
+                    return ins_return_type(tid, parentNode, nullptr);
                 }
                 case CheckPrefixPessimisticResult::Match:
                     break;
@@ -472,9 +472,9 @@ namespace ART_OLC {
 
             if (nextNode == nullptr) {
                 if (!tid) tid = make_tid();
-                N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
+                N* oldNode = N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
                 if (needRestart) goto restart;
-                return {tid, node};
+                return ins_return_type(tid, node, oldNode);
             }
 
             if (parentNode != nullptr) {
@@ -495,7 +495,7 @@ namespace ART_OLC {
                     prefixLength++;
                     if (level + prefixLength >= k.getKeyLen() || level + prefixLength >= key.getKeyLen()) {
                         node->writeUnlock();
-                        return {N::getLeaf(nextNode), nullptr};
+                        return ins_return_type(N::getLeaf(nextNode), nullptr, nullptr);
                     }
                 }
 
@@ -505,7 +505,7 @@ namespace ART_OLC {
                 n4->insert(key[level + prefixLength], nextNode);
                 N::change(node, k[level - 1], n4);
                 node->writeUnlock();
-                return {tid, node};
+                return ins_return_type(tid, node, nullptr);
             }
             level++;
             parentVersion = v;
diff --git a/ART/Tree.h b/ART/Tree.h
index ba20e98b..0128df16 100644
--- a/ART/Tree.h
+++ b/ART/Tree.h
@@ -13,6 +13,7 @@ namespace ART_OLC {
     class Tree {
     public:
         using LoadKeyFunction = void (*)(TID tid, Key &key);
+        typedef std::tuple<TID, N*, N*> ins_return_type; // (success, found)
 
     private:
         N *const root;
@@ -74,7 +75,7 @@ namespace ART_OLC {
         bool lookupRange(const Key &start, const Key &end, Key &continueKey, TID result[], std::size_t resultLen,
                          std::size_t &resultCount, std::function<void(N*)> observe_node) const;
 
-        std::pair<TID, N*> insert(const Key &k, std::function<TID()> make_tid);
+        ins_return_type insert(const Key &k, std::function<TID()> make_tid);
 
         void remove(const Key &k, TID tid);
         void print() const;
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 0d7d5dc7..3701a65f 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -141,8 +141,8 @@ public:
             return (TID) e;
         });
 
-        Element* e = (Element*) r.first;
-        if (!r.second) {
+        Element* e = (Element*) std::get<0>(r);
+        if (!std::get<1>(r)) {
             auto item = Sto::item(this, e);
             e->vers.lock_exclusive();
             if (!item.has_write() && e->poisoned) {
@@ -163,11 +163,18 @@ public:
         }
 
         auto item_el = Sto::item(this, e);
-        auto item_parent = Sto::item(this, r.second);
+        auto item_parent = Sto::item(this, std::get<1>(r));
         item_parent.add_write(v);
         item_el.add_write(v);
         item_el.add_flags(new_insert_bit);
         item_parent.add_flags(parent_bit);
+
+        Node* old = std::get<2>(r);
+        if (old) {
+            old->vers.lock_exclusive();
+            old->valid = false;
+            old->vers.unlock_exclusive();
+        }
         return ins_return_type(true, false);
     }
     ins_return_type insert(const char* k, TVal v, bool overwrite) {
@@ -193,8 +200,8 @@ public:
             return (TID) e;
         });
 
-        Element* e = (Element*) r.first;
-        if (!r.second) {
+        Element* e = (Element*) std::get<0>(r);
+        if (!std::get<1>(r)) {
             auto item = Sto::item(this, e);
             e->vers.lock_exclusive();
             if (!item.has_write() && e->poisoned) {
@@ -208,11 +215,18 @@ public:
         }
 
         auto item_el = Sto::item(this, e);
-        auto item_parent = Sto::item(this, r.second);
+        auto item_parent = Sto::item(this, std::get<1>(r));
         item_parent.add_write(v);
         item_el.add_write(v);
         item_el.add_flags(new_insert_bit);
         item_parent.add_flags(parent_bit);
+
+        Node* old = std::get<2>(r);
+        if (old) {
+            old->vers.lock_exclusive();
+            old->valid = false;
+            old->vers.unlock_exclusive();
+        }
     }
     void transPut(uint64_t k, TVal v) {
         transPut({(const char*) &k, sizeof(uint64_t)}, v);
@@ -237,8 +251,8 @@ public:
             e->key.second = k.length();
             return (TID) e;
         });
-        Element* e = (Element*) r.first;
-        if (!r.second) {
+        Element* e = (Element*) std::get<0>(r);
+        if (!std::get<1>(r)) {
             e->val = v;
             return;
         }
@@ -366,7 +380,7 @@ public:
     bool check(TransItem& item, Transaction& txn) override {
         if (item.has_flag(parent_bit)) {
             Node* parent = item.template key<Node*>();
-            return parent->vers.cp_check_version(txn, item);
+            return parent->valid && parent->vers.cp_check_version(txn, item);
         } else {
             Element* e = item.template key<Element*>();
             return (!e->poisoned || item.has_flag(new_insert_bit) || item.has_flag(deleted_bit)) && e->vers.cp_check_version(txn, item);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 07c12f4a..9b4dddef 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -786,6 +786,56 @@ void testLookupRangeUpdate() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+void testSplitNode() {
+    TART a;
+
+    {
+        TransactionGuard t;
+        a.transPut("ab", 0);
+        a.transPut("1", 0);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("ad");
+    a.transPut("12", 1);
+
+    TestTransaction t1(1);
+    a.transGet("abc");
+    a.transPut("13", 1);
+
+    TestTransaction t2(2);
+    a.transPut("ad", 1);
+    a.transPut("abc", 1);
+    assert(t2.try_commit());
+
+    assert(!t0.try_commit());
+    assert(!t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testUpgradeNode() {
+    TART a;
+
+    {
+        TransactionGuard t;
+        a.transPut("1", 1);
+        a.transPut("10", 1);
+        a.transPut("11", 1);
+        a.transPut("12", 1);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("13");
+    a.transPut("14", 1);
+
+    TestTransaction t1(1);
+    a.transPut("13", 1);
+    assert(t1.try_commit());
+
+    assert(!t0.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
 void testRCU(TART* a) {
     double vm_usage; double resident_set;
     process_mem_usage(vm_usage, resident_set);
@@ -878,6 +928,8 @@ int main() {
     testLookupRange();
     testLookupRangeSplit();
     testLookupRangeUpdate();
+    testSplitNode();
+    testUpgradeNode();
 
     printf("TART tests pass\n");
 

From 90c0a0c0b7a2a6eef1245dc5692511a023d18582 Mon Sep 17 00:00:00 2001
From: wlw VM Ubuntu <william_wang@college.harvard.edu>
Date: Mon, 30 Jul 2018 11:08:50 -0300
Subject: [PATCH 099/116] fix split tests, found bugs

---
 test/unit-tart.cc | 101 +++++++++++++++++++++++++++++++++++++++++-----
 1 file changed, 90 insertions(+), 11 deletions(-)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 9b4dddef..a60c91c4 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -792,27 +792,56 @@ void testSplitNode() {
     {
         TransactionGuard t;
         a.transPut("ab", 0);
+        a.transPut("delta", 0);
         a.transPut("1", 0);
     }
-
     TestTransaction t0(0);
-    a.transGet("ad");
+    a.transGet("aed");
     a.transPut("12", 1);
 
     TestTransaction t1(1);
-    a.transGet("abc");
+    a.transGet("abacus");
     a.transPut("13", 1);
 
-    TestTransaction t2(2);
-    a.transPut("ad", 1);
-    a.transPut("abc", 1);
-    assert(t2.try_commit());
+    TestTransaction t20(20);
+    a.transGet("random");
+    a.transPut("14", 1);
+
+    TestTransaction t21(21);
+    a.transGet("deltaAir");
+    a.transPut("15", 1);
 
+    TestTransaction t3(3);
+    a.transPut("ada", 1);
+    assert(t3.try_commit());
+    assert(t21.try_commit());
+    assert(t20.try_commit());
     assert(!t0.try_commit());
     assert(!t1.try_commit());
+
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+void testEmptySplit() {
+    TART a;
+    {
+        TransactionGuard t;
+        a.transPut("abacus", 1);
+        a.transPut("abyss", 1);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("abalone");
+
+    TestTransaction t1(1);
+    a.transRemove("abacus");
+    a.transRemove("abyss");
+    a.transPut("random", 1);
+
+    assert(t1.try_commit());
+    assert(!t0.try_commit());
+}
+
 void testUpgradeNode() {
     TART a;
 
@@ -825,14 +854,62 @@ void testUpgradeNode() {
     }
 
     TestTransaction t0(0);
-    a.transGet("13");
-    a.transPut("14", 1);
+    a.transGet("14");
+    a.transPut("random", 1);
 
     TestTransaction t1(1);
-    a.transPut("13", 1);
+    a.transGet("10");
+    a.transPut("hummus", 1);
+
+    TestTransaction t2(2);
+    a.transRemove("14");
+    a.transPut("linux", 1);
+
+    TestTransaction t3(3);
+    a.transPut("15", 1);
+    assert(t1.try_commit());
+
+    assert(!t0.try_commit());
     assert(t1.try_commit());
+    assert(!t2.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testDowngradeNode() {
+    TART a;
+
+    {
+        TransactionGuard t;
+        a.transPut("1", 1);
+        a.transPut("10", 1);
+        a.transPut("11", 1);
+        a.transPut("12", 1);
+        a.transPut("13", 1);
+        a.transPut("14", 1);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("15");
+    a.transPut("random", 1);
+
+    TestTransaction t1(1);
+    a.transGet("10");
+    a.transPut("hummus", 1);
+
+    TestTransaction t2(2);
+    a.transRemove("15");
+    a.transPut("linux", 1);
+
+    TestTransaction t3(1);
+    a.transRemove("14");
+    a.transRemove("13");
+    a.transRemove("12");
+    a.transRemove("11");
+    assert(t3.try_commit());
 
     assert(!t0.try_commit());
+    assert(t1.try_commit());
+    assert(!t2.try_commit());
     printf("PASS: %s\n", __FUNCTION__);
 }
 
@@ -928,8 +1005,10 @@ int main() {
     testLookupRange();
     testLookupRangeSplit();
     testLookupRangeUpdate();
-    testSplitNode();
+    // testSplitNode();
+    testEmptySplit();
     testUpgradeNode();
+    testDowngradeNode();
 
     printf("TART tests pass\n");
 

From bfb72206af7032b222415e9aff641651d441bb20 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 30 Jul 2018 13:55:18 -0400
Subject: [PATCH 100/116] Fix some annoying bugs

---
 ART/N.cpp         |   2 +-
 ART/Tree.cpp      |  22 ++++---
 ART/Tree.h        |   2 +-
 datatype/TART.hh  |  15 ++++-
 test/unit-tart.cc | 147 ++++++++++++++++++++++++++++++----------------
 5 files changed, 124 insertions(+), 64 deletions(-)

diff --git a/ART/N.cpp b/ART/N.cpp
index 4a309cde..54ff55b8 100644
--- a/ART/N.cpp
+++ b/ART/N.cpp
@@ -230,7 +230,6 @@ namespace ART_OLC {
         N::change(parentNode, keyParent, nSmall);
 
         n->writeUnlockObsolete();
-        printf("shrink node\n");
         // Transaction::rcu_delete(n);
         // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
         parentNode->writeUnlock();
@@ -332,6 +331,7 @@ namespace ART_OLC {
     }
 
     N *N::setLeaf(TID tid) {
+        printf("SETLEAF\n");
         return reinterpret_cast<N *>(tid | (static_cast<uint64_t>(1) << 63));
     }
 
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index a9bfadac..1932d776 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -450,7 +450,7 @@ namespace ART_OLC {
                                     node->getPrefixLength() - ((nextLevel - level) + 1));
 
                     node->writeUnlock();
-                    return ins_return_type(tid, parentNode, nullptr);
+                    return ins_return_type(tid, parentNode, node);
                 }
                 case CheckPrefixPessimisticResult::Match:
                     break;
@@ -512,7 +512,7 @@ namespace ART_OLC {
         }
     }
 
-    void Tree::remove(const Key &k, TID tid) {
+    N* Tree::remove(const Key &k, TID tid) {
         // EpocheGuard epocheGuard(threadInfo);
         restart:
         bool needRestart = false;
@@ -535,7 +535,7 @@ namespace ART_OLC {
                 case CheckPrefixResult::NoMatch:
                     node->readUnlockOrRestart(v, needRestart);
                     if (needRestart) goto restart;
-                    return;
+                    return nullptr;
                 case CheckPrefixResult::OptimisticMatch:
                     // fallthrough
                 case CheckPrefixResult::Match: {
@@ -548,11 +548,11 @@ namespace ART_OLC {
                     if (nextNode == nullptr) {
                         node->readUnlockOrRestart(v, needRestart);
                         if (needRestart) goto restart;
-                        return;
+                        return nullptr;
                     }
                     if (N::isLeaf(nextNode)) {
                         if (N::getLeaf(nextNode) != tid) {
-                            return;
+                            return nullptr;
                         }
                         assert(parentNode == nullptr || node->getCount() != 1);
                         if (node->getCount() == 2 && parentNode != nullptr) {
@@ -569,12 +569,14 @@ namespace ART_OLC {
                             uint8_t secondNodeK;
                             std::tie(secondNodeN, secondNodeK) = N::getSecondChild(node, nodeKey);
                             if (N::isLeaf(secondNodeN)) {
+                                printf("hello\n");
                                 //N::remove(node, k[level]); not necessary
                                 N::change(parentNode, parentKey, secondNodeN);
 
                                 parentNode->writeUnlock();
                                 node->writeUnlockObsolete();
-                                Transaction::rcu_delete(node);
+                                return node;
+                                // Transaction::rcu_delete(node);
                                 // this->epoche.markNodeForDeletion(node, threadInfo);
                             } else {
                                 secondNodeN->writeLockOrRestart(needRestart);
@@ -592,14 +594,16 @@ namespace ART_OLC {
                                 secondNodeN->writeUnlock();
 
                                 node->writeUnlockObsolete();
-                                Transaction::rcu_delete(node);
+                                return node;
+                                // Transaction::rcu_delete(node);
                                 // this->epoche.markNodeForDeletion(node, threadInfo);
                             }
                         } else {
-                            N::removeAndUnlock(node, v, k[level], parentNode, parentVersion, parentKey, needRestart);
+                            auto old = N::removeAndUnlock(node, v, k[level], parentNode, parentVersion, parentKey, needRestart);
                             if (needRestart) goto restart;
+                            return old;
                         }
-                        return;
+                        return nullptr;
                     }
                     level++;
                     parentVersion = v;
diff --git a/ART/Tree.h b/ART/Tree.h
index 0128df16..67bb066d 100644
--- a/ART/Tree.h
+++ b/ART/Tree.h
@@ -77,7 +77,7 @@ namespace ART_OLC {
 
         ins_return_type insert(const Key &k, std::function<TID()> make_tid);
 
-        void remove(const Key &k, TID tid);
+        N* remove(const Key &k, TID tid);
         void print() const;
     };
 }
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 3701a65f..5b971570 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -226,6 +226,8 @@ public:
             old->vers.lock_exclusive();
             old->valid = false;
             old->vers.unlock_exclusive();
+            Sto::item(this, old).remove_read();
+            Sto::item(this, old).remove_write();
         }
     }
     void transPut(uint64_t k, TVal v) {
@@ -400,7 +402,12 @@ public:
                 } else {
                     make_key((const char*) &e->key.first, art_key, e->key.second);
                 }
-                root_.access().remove(art_key, (TID) e);
+                Node* old = root_.access().remove(art_key, (TID) e);
+                this->print();
+                if (old) {
+                    old->valid = false;
+                    Transaction::rcu_delete(old);
+                }
                 if (e->key.second > 8) {
                     Transaction::rcu_free((char*) e->key.first);
                 }
@@ -437,7 +444,11 @@ public:
             } else {
                 make_key((const char*) &e->key.first, art_key, e->key.second);
             }
-            root_.access().remove(art_key, (TID) e);
+            Node* old = root_.access().remove(art_key, (TID) e);
+            if (old) {
+                old->valid = false;
+                Transaction::rcu_delete(old);
+            }
             if (e->key.second > 8) {
                 Transaction::rcu_free((char*) e->key.first);
             }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index a60c91c4..7e4f1404 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -788,58 +788,101 @@ void testLookupRangeUpdate() {
 
 void testSplitNode() {
     TART a;
-
     {
         TransactionGuard t;
         a.transPut("ab", 0);
-        a.transPut("delta", 0);
         a.transPut("1", 0);
     }
+
     TestTransaction t0(0);
-    a.transGet("aed");
+    a.transGet("ad");
     a.transPut("12", 1);
 
     TestTransaction t1(1);
-    a.transGet("abacus");
+    a.transGet("abc");
     a.transPut("13", 1);
 
-    TestTransaction t20(20);
-    a.transGet("random");
-    a.transPut("14", 1);
-
-    TestTransaction t21(21);
-    a.transGet("deltaAir");
-    a.transPut("15", 1);
+    TestTransaction t2(2);
+    a.transPut("ad", 1);
+    a.transPut("abc", 1);
 
-    TestTransaction t3(3);
-    a.transPut("ada", 1);
-    assert(t3.try_commit());
-    assert(t21.try_commit());
-    assert(t20.try_commit());
+    assert(t2.try_commit());
     assert(!t0.try_commit());
     assert(!t1.try_commit());
 
-    printf("PASS: %s\n", __FUNCTION__);
+    printf("PASS: %s\n", __FUNCTION__); 
 }
 
-void testEmptySplit() {
+void testSplitNode2() {
     TART a;
     {
         TransactionGuard t;
-        a.transPut("abacus", 1);
-        a.transPut("abyss", 1);
+        a.transPut("aaa", 0);
+        a.transPut("aab", 0);
     }
 
     TestTransaction t0(0);
-    a.transGet("abalone");
+    a.transGet("ab");
+    a.transPut("1", 0);
 
     TestTransaction t1(1);
-    a.transRemove("abacus");
-    a.transRemove("abyss");
-    a.transPut("random", 1);
+    a.transPut("ab", 0);
+
+    assert(t1.try_commit());
+    assert(!t0.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__); 
+}
+
+void testEmptySplit() {
+    TART a;
+    {
+        TransactionGuard t;
+        a.transPut("aaa", 1);
+        a.transPut("aab", 1);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("aac");
 
+    TestTransaction t1(1);
+    a.transRemove("aaa");
+    a.transRemove("aab");
     assert(t1.try_commit());
+
+    TestTransaction t2(2);
+    a.transPut("aac", 0);
+    assert(t2.try_commit());
+
     assert(!t0.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__); 
+}
+
+void testUpgradeNode2() {
+    TART a;
+    {
+        TransactionGuard t;
+        a.transPut("1", 1);
+        a.transPut("10", 1);
+        // a.transPut("11", 1);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("13");
+    a.transPut("14", 1);
+    a.transPut("15",1);
+    a.transPut("16", 1);
+    assert(t0.try_commit());
+
+    TestTransaction t1(1);
+    a.transGet("13");
+    a.transPut("14", 1);
+    a.transPut("15",1);
+    a.transPut("16", 1);
+
+    assert(t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__); 
 }
 
 void testUpgradeNode() {
@@ -980,35 +1023,37 @@ int main() {
 
     // a->print();
 
-    testSimple();
-    testSimple2();
-    testSimpleErase();
-    testEmptyErase();
-    testAbsentErase();
-    multiWrite();
-    multiThreadWrites();
-    testReadDelete(); // problem w/ lacking implementation of transRemove
-    testReadWriteDelete();
-    testReadDeleteInsert();
-    testAbsent1_1();
-    testInsertDelete();
-    testAbsent1_2();
-    testAbsent1_3(); // ABA read transPut delete detection no longer exists
-    testAbsent2_2();
-    testAbsent3();
-    testAbsent3_2();
-    testABA1(); // ABA doesn't work
-    testMultiRead();
-    testReadWrite();
-    testPerNodeV();
-    testReadWrite();
-    testLookupRange();
-    testLookupRangeSplit();
-    testLookupRangeUpdate();
+    // testSimple();
+    // testSimple2();
+    // testSimpleErase();
+    // testEmptyErase();
+    // testAbsentErase();
+    // multiWrite();
+    // multiThreadWrites();
+    // testReadDelete(); // problem w/ lacking implementation of transRemove
+    // testReadWriteDelete();
+    // testReadDeleteInsert();
+    // testAbsent1_1();
+    // testInsertDelete();
+    // testAbsent1_2();
+    // testAbsent1_3(); // ABA read transPut delete detection no longer exists
+    // testAbsent2_2();
+    // testAbsent3();
+    // testAbsent3_2();
+    // testABA1(); // ABA doesn't work
+    // testMultiRead();
+    // testReadWrite();
+    // testPerNodeV();
+    // testReadWrite();
+    // testLookupRange();
+    // testLookupRangeSplit();
+    // testLookupRangeUpdate();
     // testSplitNode();
+    // testSplitNode2();
     testEmptySplit();
-    testUpgradeNode();
-    testDowngradeNode();
+    // testUpgradeNode();
+    // testUpgradeNode2();
+    // testDowngradeNode();
 
     printf("TART tests pass\n");
 

From ae4329787a4f206f0ab28b2d129a0eb73a3f36ac Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 30 Jul 2018 14:01:10 -0400
Subject: [PATCH 101/116] All tests pass

---
 ART/N.cpp         |  1 -
 ART/Tree.cpp      |  2 +-
 datatype/TART.hh  |  1 -
 test/unit-tart.cc | 61 ++++++++++++++++++++++++-----------------------
 4 files changed, 32 insertions(+), 33 deletions(-)

diff --git a/ART/N.cpp b/ART/N.cpp
index 54ff55b8..5bdf04bb 100644
--- a/ART/N.cpp
+++ b/ART/N.cpp
@@ -331,7 +331,6 @@ namespace ART_OLC {
     }
 
     N *N::setLeaf(TID tid) {
-        printf("SETLEAF\n");
         return reinterpret_cast<N *>(tid | (static_cast<uint64_t>(1) << 63));
     }
 
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 1932d776..53c4da0e 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -569,7 +569,7 @@ namespace ART_OLC {
                             uint8_t secondNodeK;
                             std::tie(secondNodeN, secondNodeK) = N::getSecondChild(node, nodeKey);
                             if (N::isLeaf(secondNodeN)) {
-                                printf("hello\n");
+                                printf("remove %p\n", node);
                                 //N::remove(node, k[level]); not necessary
                                 N::change(parentNode, parentKey, secondNodeN);
 
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 5b971570..b57d29bc 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -403,7 +403,6 @@ public:
                     make_key((const char*) &e->key.first, art_key, e->key.second);
                 }
                 Node* old = root_.access().remove(art_key, (TID) e);
-                this->print();
                 if (old) {
                     old->valid = false;
                     Transaction::rcu_delete(old);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 7e4f1404..2c411ad9 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -844,6 +844,7 @@ void testEmptySplit() {
 
     TestTransaction t0(0);
     a.transGet("aac");
+    a.transPut("1", 0);
 
     TestTransaction t1(1);
     a.transRemove("aaa");
@@ -1023,37 +1024,37 @@ int main() {
 
     // a->print();
 
-    // testSimple();
-    // testSimple2();
-    // testSimpleErase();
-    // testEmptyErase();
-    // testAbsentErase();
-    // multiWrite();
-    // multiThreadWrites();
-    // testReadDelete(); // problem w/ lacking implementation of transRemove
-    // testReadWriteDelete();
-    // testReadDeleteInsert();
-    // testAbsent1_1();
-    // testInsertDelete();
-    // testAbsent1_2();
-    // testAbsent1_3(); // ABA read transPut delete detection no longer exists
-    // testAbsent2_2();
-    // testAbsent3();
-    // testAbsent3_2();
-    // testABA1(); // ABA doesn't work
-    // testMultiRead();
-    // testReadWrite();
-    // testPerNodeV();
-    // testReadWrite();
-    // testLookupRange();
-    // testLookupRangeSplit();
-    // testLookupRangeUpdate();
-    // testSplitNode();
-    // testSplitNode2();
+    testSimple();
+    testSimple2();
+    testSimpleErase();
+    testEmptyErase();
+    testAbsentErase();
+    multiWrite();
+    multiThreadWrites();
+    testReadDelete(); // problem w/ lacking implementation of transRemove
+    testReadWriteDelete();
+    testReadDeleteInsert();
+    testAbsent1_1();
+    testInsertDelete();
+    testAbsent1_2();
+    testAbsent1_3(); // ABA read transPut delete detection no longer exists
+    testAbsent2_2();
+    testAbsent3();
+    testAbsent3_2();
+    testABA1(); // ABA doesn't work
+    testMultiRead();
+    testReadWrite();
+    testPerNodeV();
+    testReadWrite();
+    testLookupRange();
+    testLookupRangeSplit();
+    testLookupRangeUpdate();
+    testSplitNode();
+    testSplitNode2();
     testEmptySplit();
-    // testUpgradeNode();
-    // testUpgradeNode2();
-    // testDowngradeNode();
+    testUpgradeNode();
+    testUpgradeNode2();
+    testDowngradeNode();
 
     printf("TART tests pass\n");
 

From da361e89d59a2f81856b4272f1b93b6f0badd155 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 30 Jul 2018 14:40:34 -0400
Subject: [PATCH 102/116] Fix some bugs

---
 ART/N.cpp         |  2 +-
 ART/Tree.cpp      |  9 ++++++---
 datatype/TART.hh  |  7 ++++---
 test/unit-tart.cc | 42 ++++++++++++++++++++++++++++--------------
 4 files changed, 39 insertions(+), 21 deletions(-)

diff --git a/ART/N.cpp b/ART/N.cpp
index 5bdf04bb..cc1b8614 100644
--- a/ART/N.cpp
+++ b/ART/N.cpp
@@ -122,7 +122,7 @@ namespace ART_OLC {
         n->writeUnlockObsolete();
         // threadInfo.getEpoche().markNodeForDeletion(n, threadInfo);
         parentNode->writeUnlock();
-        return n;
+        return nBig;
     }
 
     N* N::insertAndUnlock(N *node, uint64_t v, N *parentNode, uint64_t parentVersion, uint8_t keyParent, uint8_t key, N *val, bool &needRestart) {
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 53c4da0e..52ab32ac 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -472,9 +472,13 @@ namespace ART_OLC {
 
             if (nextNode == nullptr) {
                 if (!tid) tid = make_tid();
-                N* oldNode = N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
+                N* newNode = N::insertAndUnlock(node, v, parentNode, parentVersion, parentKey, nodeKey, N::setLeaf(tid), needRestart);
                 if (needRestart) goto restart;
-                return ins_return_type(tid, node, oldNode);
+                if (newNode) {
+                    return ins_return_type(tid, newNode, node);
+                }
+                return ins_return_type(tid, node, nullptr);
+                // return ins_return_type(tid, newNode == nullptr ? node : newNode, newNode == nullptr ? nullptr : node);
             }
 
             if (parentNode != nullptr) {
@@ -569,7 +573,6 @@ namespace ART_OLC {
                             uint8_t secondNodeK;
                             std::tie(secondNodeN, secondNodeK) = N::getSecondChild(node, nodeKey);
                             if (N::isLeaf(secondNodeN)) {
-                                printf("remove %p\n", node);
                                 //N::remove(node, k[level]); not necessary
                                 N::change(parentNode, parentKey, secondNodeN);
 
diff --git a/datatype/TART.hh b/datatype/TART.hh
index b57d29bc..819f1462 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -60,6 +60,7 @@ public:
     static constexpr TransItem::flags_type parent_bit = TransItem::user0_bit;
     static constexpr TransItem::flags_type deleted_bit = TransItem::user0_bit<<1;
     static constexpr TransItem::flags_type new_insert_bit = TransItem::user0_bit<<2;
+    static constexpr TransItem::flags_type self_upgrade_bit = TransItem::user0_bit<<3;
 
     TART() {
         root_.access().setLoadKey(TART::loadKey);
@@ -226,8 +227,8 @@ public:
             old->vers.lock_exclusive();
             old->valid = false;
             old->vers.unlock_exclusive();
-            Sto::item(this, old).remove_read();
-            Sto::item(this, old).remove_write();
+            Sto::item(this, old).add_flags(self_upgrade_bit);
+            std::get<1>(r)->vers.observe_read(item_parent);
         }
     }
     void transPut(uint64_t k, TVal v) {
@@ -382,7 +383,7 @@ public:
     bool check(TransItem& item, Transaction& txn) override {
         if (item.has_flag(parent_bit)) {
             Node* parent = item.template key<Node*>();
-            return parent->valid && parent->vers.cp_check_version(txn, item);
+            return (item.has_flag(self_upgrade_bit) || parent->valid) && parent->vers.cp_check_version(txn, item);
         } else {
             Element* e = item.template key<Element*>();
             return (!e->poisoned || item.has_flag(new_insert_bit) || item.has_flag(deleted_bit)) && e->vers.cp_check_version(txn, item);
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 2c411ad9..39dfdb1d 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -888,7 +888,6 @@ void testUpgradeNode2() {
 
 void testUpgradeNode() {
     TART a;
-
     {
         TransactionGuard t;
         a.transPut("1", 1);
@@ -898,25 +897,39 @@ void testUpgradeNode() {
     }
 
     TestTransaction t0(0);
-    a.transGet("14");
-    a.transPut("random", 1);
+    a.transGet("13");
+    a.transPut("14", 1);
 
     TestTransaction t1(1);
-    a.transGet("10");
-    a.transPut("hummus", 1);
-
-    TestTransaction t2(2);
-    a.transRemove("14");
-    a.transPut("linux", 1);
+    a.transPut("13", 1);
 
-    TestTransaction t3(3);
-    a.transPut("15", 1);
     assert(t1.try_commit());
-
     assert(!t0.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__); 
+}
+
+void testUpgradeNode3() {
+    TART a;
+    {
+        TransactionGuard t;
+        a.transPut("10", 1);
+        a.transPut("11", 1);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("13");
+
+    TestTransaction t1(1);
+    a.transPut("13", 1);
+
+    t0.use();
+    a.transPut("14", 1);
+
     assert(t1.try_commit());
-    assert(!t2.try_commit());
-    printf("PASS: %s\n", __FUNCTION__);
+    assert(!t0.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__); 
 }
 
 void testDowngradeNode() {
@@ -1054,6 +1067,7 @@ int main() {
     testEmptySplit();
     testUpgradeNode();
     testUpgradeNode2();
+    testUpgradeNode3();
     testDowngradeNode();
 
     printf("TART tests pass\n");

From 715db422933d6edaaccadbbc95121daec7558d75 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Mon, 30 Jul 2018 14:51:40 -0400
Subject: [PATCH 103/116] Add a new test

---
 test/unit-tart.cc | 37 +++++++++++++++++++++++++++++++++++++
 1 file changed, 37 insertions(+)

diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 39dfdb1d..77962458 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -932,6 +932,42 @@ void testUpgradeNode3() {
     printf("PASS: %s\n", __FUNCTION__); 
 }
 
+void testUpgradeNode4() {
+    TART a;
+    {
+        TransactionGuard t;
+        a.transPut("10", 1);
+        a.transPut("11", 1);
+        a.transPut("12", 1);
+    }
+
+    TestTransaction t0(0);
+    a.transGet("14");
+
+    TestTransaction t1(1);
+    a.transPut("13", 1);
+    a.transRemove("10");
+    a.transRemove("11");
+    a.transRemove("11");
+    a.transRemove("13");
+    a.transPut("14", 1);
+    a.transPut("15", 1);
+    a.transPut("16", 1);
+    a.transPut("17", 1);
+
+    assert(t1.try_commit());
+
+    t0.use();
+    a.transRemove("14");
+    a.transRemove("15");
+    a.transRemove("16");
+    a.transRemove("17");
+
+    assert(!t0.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__); 
+}
+
 void testDowngradeNode() {
     TART a;
 
@@ -1068,6 +1104,7 @@ int main() {
     testUpgradeNode();
     testUpgradeNode2();
     testUpgradeNode3();
+    testUpgradeNode4();
     testDowngradeNode();
 
     printf("TART tests pass\n");

From b7c8f43bee300507265d2bbc9789a41f5baaa2f6 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Tue, 31 Jul 2018 16:43:18 -0400
Subject: [PATCH 104/116] Add small bank benchmark

---
 .gitignore        |   1 +
 ART/Tree.cpp      |   2 +-
 GNUmakefile.in    |   5 +
 datatype/TART.hh  |  10 +-
 tart-bank         | Bin 0 -> 1969728 bytes
 test/tart-bank.cc | 237 ++++++++++++++++++++++++++++++++++++++++++++++
 6 files changed, 250 insertions(+), 5 deletions(-)
 create mode 100755 tart-bank
 create mode 100644 test/tart-bank.cc

diff --git a/.gitignore b/.gitignore
index e146a828..0ee15c04 100644
--- a/.gitignore
+++ b/.gitignore
@@ -66,3 +66,4 @@
 **/.idea/workspace.xml
 **/.idea/tasks.xml
 **/cmake-build-*
+/tart-bank
diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 52ab32ac..634b3279 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -450,7 +450,7 @@ namespace ART_OLC {
                                     node->getPrefixLength() - ((nextLevel - level) + 1));
 
                     node->writeUnlock();
-                    return ins_return_type(tid, parentNode, node);
+                    return ins_return_type(tid, node, nullptr);
                 }
                 case CheckPrefixPessimisticResult::Match:
                     break;
diff --git a/GNUmakefile.in b/GNUmakefile.in
index 3ee0e3c8..c20ffe38 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -98,6 +98,7 @@ UNIT_PROGRAMS = unit-tarray \
 				unit-tint \
 				unit-tart \
 				bench-tart \
+				tart-bank \
 				unit-tgeneric \
 				unit-rcu \
 				unit-tvector \
@@ -119,6 +120,7 @@ ACT_UNIT_PROGRAMS = unit-tarray \
                     unit-tint \
                     unit-tart \
                     bench-tart \
+					tart-bank \
                     unit-rcu \
                     unit-tvector \
                     unit-tvector-nopred \
@@ -235,6 +237,9 @@ unit-tart: $(OBJ)/unit-tart.o $(STO_DEPS)
 bench-tart: $(OBJ)/bench-tart.o $(INDEX_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(INDEX_OBJS) $(LDFLAGS) $(LIBS)
 
+tart-bank: $(OBJ)/tart-bank.o $(INDEX_DEPS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(INDEX_OBJS) $(LDFLAGS) $(LIBS)
+
 unit-tgeneric: $(OBJ)/unit-tgeneric.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 819f1462..537c9060 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -25,11 +25,13 @@ public:
 
     static void loadKey(TID tid, Key &key) {
         Element* e = (Element*) tid;
-        key.setKeyLen(e->key.second);
-        if (e->key.second > 8) {
-            key.set(e->key.first, e->key.second);
+        auto ek = e->key;
+        auto len = ek.second;
+        key.setKeyLen(len);
+        if (len > 8) {
+            key.set(ek.first, len);
         } else {
-            memcpy(&key[0], &e->key.first, e->key.second);
+            memcpy(&key[0], &ek.first, len);
         }
     }
 
diff --git a/tart-bank b/tart-bank
new file mode 100755
index 0000000000000000000000000000000000000000..0def7b27bbdc7ae0c8622d6bb3aa593f11404b43
GIT binary patch
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HcmV?d00001

diff --git a/test/tart-bank.cc b/test/tart-bank.cc
new file mode 100644
index 00000000..b9192dbe
--- /dev/null
+++ b/test/tart-bank.cc
@@ -0,0 +1,237 @@
+#undef NDEBUG
+#include <fstream>
+#include <string>
+#include <thread>
+#include <iostream>
+#include <cassert>
+#include <vector>
+#include "Sto.hh"
+#include "TART.hh"
+#include "Transaction.hh"
+#include <unistd.h>
+#include <random>
+#include <time.h>
+#include "DB_index.hh"
+#include "DB_params.hh"
+
+enum Txns {Deposit = 1, View = 0, PayAll = 3, Transfer = 2};
+std::atomic<uint64_t> total_txns;
+
+class RandomSequenceOfUnique
+{
+private:
+    unsigned int m_index;
+    unsigned int m_intermediateOffset;
+
+    static unsigned int permuteQPR(unsigned int x)
+    {
+        static const unsigned int prime = 4294967291u;
+        if (x >= prime)
+            return x;  // The 5 integers out of range are mapped to themselves.
+        unsigned int residue = ((unsigned long long) x * x) % prime;
+        return (x <= prime / 2) ? residue : prime - residue;
+    }
+
+public:
+    RandomSequenceOfUnique(unsigned int seedBase, unsigned int seedOffset)
+    {
+        m_index = permuteQPR(permuteQPR(seedBase) + 0x682f0161);
+        m_intermediateOffset = permuteQPR(permuteQPR(seedOffset) + 0x46790905);
+    }
+
+    unsigned int next()
+    {
+        return permuteQPR((permuteQPR(m_index++) + m_intermediateOffset) ^ 0x5bf03635);
+    }
+};
+
+
+class keyval_db {
+public:
+    virtual void insert(uint64_t int_key, uintptr_t val) = 0;
+    virtual void update(uint64_t int_key, uintptr_t val) = 0;
+    virtual uintptr_t lookup(uint64_t int_key) = 0;
+    virtual void erase(uint64_t int_key) = 0;
+};
+
+class oindex_wrapper : public keyval_db {
+public:
+    struct oi_value {
+        enum class NamedColumn : int { val = 0 };
+        uintptr_t val;
+    };
+
+    struct oi_key {
+        uint64_t key;
+        oi_key(uint64_t k) {
+            key = k;
+        }
+        bool operator==(const oi_key& other) const {
+            return (key == other.key);
+        }
+        bool operator!=(const oi_key& other) const {
+            return !(*this == other);
+        }
+        operator lcdf::Str() const {
+            return lcdf::Str((const char *)this, sizeof(*this));
+        }
+    };
+
+    typedef bench::ordered_index<oi_key, oi_value, db_params::db_default_params> index_type;
+    index_type oi;
+
+    oindex_wrapper() {
+    }
+
+    void insert(uint64_t key, uintptr_t val) override {
+        oi.insert_row(oi_key(key), new oi_value{val});
+    }
+
+    uintptr_t lookup(uint64_t key) override {
+        uintptr_t ret;
+        const oi_value* val;
+        std::tie(std::ignore, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+        if (!val) {
+            ret = 0;
+        } else {
+            ret = val->val;
+        }
+        return ret;
+    }
+
+    void update(uint64_t key, uintptr_t val) override {
+        const oi_value* found;
+        std::tie(std::ignore, std::ignore, std::ignore, found) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        oi.update_row(reinterpret_cast<uintptr_t>(found), new oi_value{val});
+    }
+
+    void erase(uint64_t key) override {
+        oi.delete_row(oi_key(key));
+    }
+};
+
+class tart_wrapper : public keyval_db {
+public:
+    TART* t;
+
+    tart_wrapper() {
+        t = new TART();
+    }
+
+    void insert(uint64_t int_key, uintptr_t val) override {
+        t->transPut(int_key, val);
+    }
+
+    void update(uint64_t int_key, uintptr_t val) override {
+        t->transPut(int_key, val);
+    }
+
+    uintptr_t lookup(uint64_t int_key) override {
+        int ret;
+        ret = t->transGet(int_key);
+        return ret;
+    }
+
+    void erase(uint64_t int_key) override {
+        t->transRemove(int_key);
+    }
+};
+
+void bank_bench(int nthread, int npeople) {
+    keyval_db* db = new tart_wrapper();
+    uint64_t* people = new uint64_t[npeople];
+
+    unsigned int seed = (unsigned int) time(NULL);
+    RandomSequenceOfUnique rsu(seed, seed + 1);
+
+    for (int i = 0; i < npeople; i++) {
+        people[i] = rsu.next();
+        TRANSACTION_E{
+            db->insert(people[i], 100000);
+        } RETRY_E(true);
+    }
+
+    printf("Setup complete\n");
+
+    std::thread threads[nthread];
+    for (int i = 0; i < nthread; i++) {
+        threads[i] = std::thread([people, npeople, db](int thread_id) {
+            oindex_wrapper::index_type::thread_init();
+            std::mt19937 rng;
+            rng.seed(std::random_device()());
+            std::uniform_int_distribution<std::mt19937::result_type> dist(0, 2);
+
+            std::mt19937 acnt_rng;
+            acnt_rng.seed(std::random_device()());
+            std::uniform_int_distribution<std::mt19937::result_type> acnt_dist(0, npeople-1);
+
+            size_t txns = 0;
+            TThread::set_id(thread_id);
+            time_t endwait;
+            time_t start = time(NULL);
+            time_t seconds = 20; // end loop after this time has elapsed
+
+            endwait = start + seconds;
+            while (start < endwait) {
+                int account = people[acnt_dist(acnt_rng)];
+                Txns op = static_cast<Txns>(dist(rng));
+                // Txns op = static_cast<Txns>(0);
+                if (op == View) {
+                    TRANSACTION_E {
+                        uintptr_t balance = db->lookup(account);
+                    } RETRY_E(true);
+                } else if (op == Deposit) {
+                    TRANSACTION_E {
+                        uintptr_t balance = db->lookup(account);
+                        balance += 1;
+                        db->insert(account, balance);
+                    } RETRY_E(true);
+                } else if (op == Transfer) {
+                    int account2 = people[acnt_dist(acnt_rng)];
+                    TRANSACTION_E {
+                        uintptr_t balance1 = db->lookup(account);
+                        uintptr_t balance2 = db->lookup(account2);
+
+                        balance2 += 1;
+                        balance1 -= 1;
+
+                        db->insert(account, balance1);
+                        db->insert(account2, balance2);
+                    } RETRY_E(true);
+                } else if (op == PayAll) {
+                    TRANSACTION_E {
+                        for (int i = 0; i < npeople; i++) {
+                            uintptr_t balance = db->lookup(account);
+                            balance += 1;
+                            db->insert(people[i], balance);
+                        }
+                    } RETRY_E(true);
+                } else {
+                    printf("invalid op\n");
+                    continue;
+                }
+                txns++;
+                start = time(NULL);
+            }
+            total_txns += txns;
+        }, i);
+    }
+
+    for (int i = 0; i < nthread; i++) {
+        threads[i].join();
+    }
+    size_t txns = total_txns.load();
+    printf("Transactions: %d\n", txns);
+}
+
+int main(int argc, char *argv[]) {
+    int nthread = 1;
+    int npeople = 10000000;
+    if (argc > 1) {
+        nthread = atoi(argv[1]);
+    }
+    if (argc > 2) {
+        npeople = atoi(argv[2]);
+    }
+    bank_bench(nthread, npeople);
+}

From 068fd995247c0b0229275bd815096a03c3c2176f Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 1 Aug 2018 11:25:22 -0400
Subject: [PATCH 105/116] Improve tart bank

---
 sto-core/Transaction.hh |   2 +-
 tart-bank               | Bin 1969728 -> 2293152 bytes
 test/bench-tart.cc      |   1 +
 test/tart-bank.cc       |  54 +++++++++++++++++++++++++++-------------
 4 files changed, 39 insertions(+), 18 deletions(-)

diff --git a/sto-core/Transaction.hh b/sto-core/Transaction.hh
index b7b6d8c5..ccbbff50 100644
--- a/sto-core/Transaction.hh
+++ b/sto-core/Transaction.hh
@@ -19,7 +19,7 @@
 //#include <coz.h>
 
 #ifndef STO_PROFILE_COUNTERS
-#define STO_PROFILE_COUNTERS 0
+#define STO_PROFILE_COUNTERS 1
 #endif
 #ifndef STO_TSC_PROFILE
 #define STO_TSC_PROFILE 0
diff --git a/tart-bank b/tart-bank
index 0def7b27bbdc7ae0c8622d6bb3aa593f11404b43..217f215bc7c39a641513ab615c3ca5f1b387ad60 100755
GIT binary patch
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diff --git a/test/bench-tart.cc b/test/bench-tart.cc
index c7d44ef6..bd2e1457 100644
--- a/test/bench-tart.cc
+++ b/test/bench-tart.cc
@@ -213,6 +213,7 @@ void bench1(int nthread, int rand_keys, int nvals) {
         }
         auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
                 std::chrono::system_clock::now() - starttime);
+        printf("insert time %f\n", duration.count() / 1000000.0);
         printf("insert,%d,%f\n", nvals, (nvals * 1.0) / duration.count());
     }
 
diff --git a/test/tart-bank.cc b/test/tart-bank.cc
index b9192dbe..93b6e5b5 100644
--- a/test/tart-bank.cc
+++ b/test/tart-bank.cc
@@ -14,7 +14,7 @@
 #include "DB_index.hh"
 #include "DB_params.hh"
 
-enum Txns {Deposit = 1, View = 0, PayAll = 3, Transfer = 2};
+enum Txns {Deposit = 1, View = 0, PayMulti = 3, Transfer = 2};
 std::atomic<uint64_t> total_txns;
 
 class RandomSequenceOfUnique
@@ -137,11 +137,16 @@ class tart_wrapper : public keyval_db {
     }
 };
 
-void bank_bench(int nthread, int npeople) {
-    keyval_db* db = new tart_wrapper();
+void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
+    keyval_db* db;
+    if (art) {
+        db = new tart_wrapper();
+    } else {
+        db = new oindex_wrapper();
+    }
     uint64_t* people = new uint64_t[npeople];
 
-    unsigned int seed = (unsigned int) time(NULL);
+    printf("Setup seed: %d\n", seed);
     RandomSequenceOfUnique rsu(seed, seed + 1);
 
     for (int i = 0; i < npeople; i++) {
@@ -154,25 +159,25 @@ void bank_bench(int nthread, int npeople) {
     printf("Setup complete\n");
 
     std::thread threads[nthread];
+    auto starttime = std::chrono::system_clock::now();
     for (int i = 0; i < nthread; i++) {
         threads[i] = std::thread([people, npeople, db](int thread_id) {
             oindex_wrapper::index_type::thread_init();
             std::mt19937 rng;
-            rng.seed(std::random_device()());
+            rng.seed(thread_id);
             std::uniform_int_distribution<std::mt19937::result_type> dist(0, 2);
 
             std::mt19937 acnt_rng;
-            acnt_rng.seed(std::random_device()());
+            acnt_rng.seed(thread_id+100);
             std::uniform_int_distribution<std::mt19937::result_type> acnt_dist(0, npeople-1);
 
             size_t txns = 0;
             TThread::set_id(thread_id);
-            time_t endwait;
-            time_t start = time(NULL);
-            time_t seconds = 20; // end loop after this time has elapsed
+            time_t seconds = 20*1000000; // end loop after this time has elapsed
+            auto starttime = std::chrono::system_clock::now();
+            auto duration = std::chrono::duration_cast<std::chrono::microseconds>( std::chrono::system_clock::now() - starttime);
 
-            endwait = start + seconds;
-            while (start < endwait) {
+            while (duration.count() < seconds) {
                 int account = people[acnt_dist(acnt_rng)];
                 Txns op = static_cast<Txns>(dist(rng));
                 // Txns op = static_cast<Txns>(0);
@@ -198,9 +203,9 @@ void bank_bench(int nthread, int npeople) {
                         db->insert(account, balance1);
                         db->insert(account2, balance2);
                     } RETRY_E(true);
-                } else if (op == PayAll) {
+                } else if (op == PayMulti) {
                     TRANSACTION_E {
-                        for (int i = 0; i < npeople; i++) {
+                        for (int i = 0; i < 100; i++) {
                             uintptr_t balance = db->lookup(account);
                             balance += 1;
                             db->insert(people[i], balance);
@@ -211,7 +216,7 @@ void bank_bench(int nthread, int npeople) {
                     continue;
                 }
                 txns++;
-                start = time(NULL);
+                duration = std::chrono::duration_cast<std::chrono::microseconds>( std::chrono::system_clock::now() - starttime);
             }
             total_txns += txns;
         }, i);
@@ -220,18 +225,33 @@ void bank_bench(int nthread, int npeople) {
     for (int i = 0; i < nthread; i++) {
         threads[i].join();
     }
-    size_t txns = total_txns.load();
-    printf("Transactions: %d\n", txns);
+    auto duration = std::chrono::duration_cast<std::chrono::microseconds>(
+            std::chrono::system_clock::now() - starttime);
+    uint64_t txns = total_txns.load();
+    printf("Total time: %f\n", duration.count() / 1000000.0);
+    printf("Transactions completed: %d\n", txns);
+    printf("Throughput (txns/sec): %f\n", (double) txns / (duration.count() / 1000000.0));
+
+    txp_counters tc = Transaction::txp_counters_combined();
+    printf("Aborts: total_aborts: %llu (%llu aborts at commit time)\n", tc.p(txp_total_aborts), tc.p(txp_commit_time_aborts));
 }
 
 int main(int argc, char *argv[]) {
     int nthread = 1;
     int npeople = 10000000;
+    int art = 1;
+    unsigned int seed = (unsigned int) time(NULL);
     if (argc > 1) {
         nthread = atoi(argv[1]);
     }
     if (argc > 2) {
         npeople = atoi(argv[2]);
     }
-    bank_bench(nthread, npeople);
+    if (argc > 3) {
+        art = atoi(argv[3]);
+    }
+    if (argc > 4) {
+        seed = atoi(argv[4]);
+    }
+    bank_bench(nthread, npeople, art, seed);
 }

From 5755050115f43e66d3fa1905cbb6fe8117c00903 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 1 Aug 2018 15:22:32 -0400
Subject: [PATCH 106/116] Fix opacity bug with TART

---
 datatype/TART.hh  |  53 ++++++++++++++++++++-------------
 tart-bank         | Bin 2293152 -> 0 bytes
 test/tart-bank.cc |  73 +++++++++++++++++++++++++++++++++++++---------
 test/unit-tart.cc |  26 +++++++++++++++++
 4 files changed, 118 insertions(+), 34 deletions(-)
 delete mode 100755 tart-bank

diff --git a/datatype/TART.hh b/datatype/TART.hh
index 537c9060..b757954d 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -52,9 +52,6 @@ public:
     //     Transaction::rcu_delete(e);
     // }
 
-    typedef typename std::conditional<true, TVersion, TNonopaqueVersion>::type Version_type;
-    typedef typename std::conditional<true, TWrapped<TVal>, TNonopaqueWrapped<TVal>>::type wrapped_type;
-
     typedef std::tuple<bool, bool, uintptr_t> lookup_return_type; // (success, found, ret)
     typedef std::tuple<bool, bool> ins_return_type; // (success, found)
     typedef std::tuple<bool, bool> del_return_type; // (success, found)
@@ -83,18 +80,25 @@ public:
                 e->vers.unlock_exclusive();
                 return lookup_return_type(false, false, 0);
             }
+            uintptr_t ret = e->val;
             e->vers.unlock_exclusive();
-            e->vers.observe_read(item);
-            return lookup_return_type(true, true, e->val);
+            if (!item.observe(e->vers)) {
+                return lookup_return_type(false, false, 0);
+            }
+            // e->vers.observe_read(item);
+            return lookup_return_type(true, true, ret);
         }
         assert(r.second);
         auto item = Sto::item(this, r.second);
         item.add_flags(parent_bit);
-        r.second->vers.observe_read(item);
+        if (!item.observe(r.second->vers)) {
+            return lookup_return_type(false, false, 0);
+        }
+        // r.second->vers.observe_read(item);
         return lookup_return_type(true, false, 0);
     }
     lookup_return_type lookup(const char* k) {
-        return lookup({k, strlen(k)+1});
+        return lookup({k, (int) strlen(k)+1});
     }
 
     TVal transGet(lcdf::Str k) {
@@ -108,7 +112,7 @@ public:
         return transGet({(const char*) &k, sizeof(uint64_t)});
     }
     TVal transGet(const char* k) {
-        return transGet({k, strlen(k)+1});
+        return transGet({k, (int) strlen(k)+1});
     }
 
     TVal nonTransGet(lcdf::Str k) {
@@ -122,7 +126,7 @@ public:
         return 0;
     }
     TVal nonTransGet(const char* k) {
-        return nonTransGet({k, strlen(k)+1});
+        return nonTransGet({k, (int) strlen(k)+1});
     }
 
     ins_return_type insert(lcdf::Str k, TVal v, bool overwrite) {
@@ -153,7 +157,8 @@ public:
                 return ins_return_type(false, false);
             }
             e->vers.unlock_exclusive();
-            e->vers.observe_read(item);
+            item.observe(e->vers);
+            // e->vers.observe_read(item);
             if (item.has_flag(deleted_bit)) {
                 item.add_write(v);
                 item.clear_flags(deleted_bit);
@@ -181,7 +186,7 @@ public:
         return ins_return_type(true, false);
     }
     ins_return_type insert(const char* k, TVal v, bool overwrite) {
-        return insert({k, strlen(k)+1}, v, overwrite);
+        return insert({k, (int) strlen(k)+1}, v, overwrite);
     }
 
     void transPut(lcdf::Str k, TVal v) {
@@ -230,14 +235,15 @@ public:
             old->valid = false;
             old->vers.unlock_exclusive();
             Sto::item(this, old).add_flags(self_upgrade_bit);
-            std::get<1>(r)->vers.observe_read(item_parent);
+            item_parent.observe(std::get<1>(r)->vers);
+            // std::get<1>(r)->vers.observe_read(item_parent);
         }
     }
     void transPut(uint64_t k, TVal v) {
         transPut({(const char*) &k, sizeof(uint64_t)}, v);
     }
     void transPut(const char* k, TVal v) {
-        transPut({k, strlen(k)+1}, v);
+        transPut({k, (int) strlen(k)+1}, v);
     }
 
     void nonTransPut(lcdf::Str k, TVal v) {
@@ -263,7 +269,7 @@ public:
         }
     }
     void nonTransPut(const char* k, TVal v) {
-        return nonTransPut({k, strlen(k)+1}, v);
+        return nonTransPut({k, (int) strlen(k)+1}, v);
     }
 
     del_return_type remove(lcdf::Str k) {
@@ -282,17 +288,19 @@ public:
             e->vers.unlock_exclusive();
             item.add_write(0);
             item.add_flags(deleted_bit);
-            e->vers.observe_read(item);
+            // e->vers.observe_read(item);
+            item.observe(e->vers);
             return del_return_type(true, true);
         }
 
         auto item_parent = Sto::item(this, r.second);
         item_parent.add_flags(parent_bit);
-        r.second->vers.observe_read(item_parent);
+        // r.second->vers.observe_read(item_parent);
+        item_parent.observe(r.second->vers);
         return del_return_type(true, false);
     }
     del_return_type remove(const char* k) {
-        return remove({k, strlen(k)+1});
+        return remove({k, (int) strlen(k)+1});
     }
 
     void transRemove(lcdf::Str k) {
@@ -316,13 +324,14 @@ public:
 
         auto item_parent = Sto::item(this, r.second);
         item_parent.add_flags(parent_bit);
-        r.second->vers.observe_read(item_parent);
+        // r.second->vers.observe_read(item_parent);
+        item_parent.observe(r.second->vers);
     }
     void transRemove(uint64_t k) {
         transRemove({(const char*) &k, sizeof(uint64_t)});
     }
     void transRemove(const char* k) {
-        transRemove({k, strlen(k)+1});
+        transRemove({k, (int) strlen(k)+1});
     }
 
     bool lookupRange(TKey start, TKey end, TKey continueKey, TVal result[],
@@ -339,7 +348,8 @@ public:
 
         bool success = root_.access().lookupRange(art_start, art_end, art_continue, art_result, resultSize, resultsFound, [this](Node* node){
             auto item = Sto::item(this, node);
-            node->vers.observe_read(item);
+            // node->vers.observe_read(item);
+            item.observe(node->vers);
         });
         int validResults = resultsFound;
 
@@ -355,7 +365,8 @@ public:
             } else if (e->poisoned) {
                 throw Transaction::Abort();
             } else {
-                e->vers.observe_read(item);
+                item.observe(e->vers);
+                // e->vers.observe_read(item);
                 result[j] = e->val;
                 j++;
             }
diff --git a/tart-bank b/tart-bank
deleted file mode 100755
index 217f215bc7c39a641513ab615c3ca5f1b387ad60..0000000000000000000000000000000000000000
GIT binary patch
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HcmV?d00001

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diff --git a/test/tart-bank.cc b/test/tart-bank.cc
index 93b6e5b5..8bdeab77 100644
--- a/test/tart-bank.cc
+++ b/test/tart-bank.cc
@@ -17,6 +17,11 @@
 enum Txns {Deposit = 1, View = 0, PayMulti = 3, Transfer = 2};
 std::atomic<uint64_t> total_txns;
 
+std::atomic<uint64_t> total_views;
+std::atomic<uint64_t> total_deposits;
+std::atomic<uint64_t> total_multis;
+std::atomic<uint64_t> total_transfers;
+
 class RandomSequenceOfUnique
 {
 private:
@@ -100,9 +105,12 @@ class oindex_wrapper : public keyval_db {
     }
 
     void update(uint64_t key, uintptr_t val) override {
-        const oi_value* found;
-        std::tie(std::ignore, std::ignore, std::ignore, found) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
-        oi.update_row(reinterpret_cast<uintptr_t>(found), new oi_value{val});
+        uintptr_t row;
+        const oi_value* value;
+        std::tie(std::ignore, std::ignore, row, value) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        auto new_oiv = Sto::tx_alloc<oi_value>(value);
+        new_oiv->val = val;
+        oi.update_row(row, new_oiv);
     }
 
     void erase(uint64_t key) override {
@@ -149,11 +157,35 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
     printf("Setup seed: %d\n", seed);
     RandomSequenceOfUnique rsu(seed, seed + 1);
 
+    {
+        TransactionGuard t;
+        db->insert(1, 100);
+    }
+
+    TestTransaction t0(0);
+    auto r = db->lookup(1);
+    db->insert(1, r+1);
+
+    TestTransaction t1(1);
+    auto s = db->lookup(1);
+    db->insert(1, s+1);
+
+    bool commit1 = t0.try_commit();
+    bool commit2 = t1.try_commit();
+
+    if (commit1 && commit2) {
+        {
+            TransactionGuard t;
+            assert(db->lookup(1) == 102);
+        }
+    }
+    return;
+
     for (int i = 0; i < npeople; i++) {
         people[i] = rsu.next();
-        TRANSACTION_E{
+        TRANSACTION_E {
             db->insert(people[i], 100000);
-        } RETRY_E(true);
+        } RETRY_E(false);
     }
 
     printf("Setup complete\n");
@@ -171,28 +203,35 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
             acnt_rng.seed(thread_id+100);
             std::uniform_int_distribution<std::mt19937::result_type> acnt_dist(0, npeople-1);
 
-            size_t txns = 0;
+            uint64_t txns = 0;
+
+            uint64_t views = 0;
+            uint64_t deposits = 0;
+            uint64_t transfers = 0;
+            uint64_t multis = 0;
             TThread::set_id(thread_id);
             time_t seconds = 20*1000000; // end loop after this time has elapsed
             auto starttime = std::chrono::system_clock::now();
             auto duration = std::chrono::duration_cast<std::chrono::microseconds>( std::chrono::system_clock::now() - starttime);
 
             while (duration.count() < seconds) {
-                int account = people[acnt_dist(acnt_rng)];
-                Txns op = static_cast<Txns>(dist(rng));
-                // Txns op = static_cast<Txns>(0);
+                uint64_t account = people[acnt_dist(acnt_rng)];
+                // Txns op = static_cast<Txns>(dist(rng));
+                Txns op = static_cast<Txns>(1);
                 if (op == View) {
                     TRANSACTION_E {
-                        uintptr_t balance = db->lookup(account);
+                        db->lookup(account);
                     } RETRY_E(true);
+                    views++;
                 } else if (op == Deposit) {
                     TRANSACTION_E {
                         uintptr_t balance = db->lookup(account);
                         balance += 1;
                         db->insert(account, balance);
                     } RETRY_E(true);
+                    deposits++;
                 } else if (op == Transfer) {
-                    int account2 = people[acnt_dist(acnt_rng)];
+                    uint64_t account2 = people[acnt_dist(acnt_rng)];
                     TRANSACTION_E {
                         uintptr_t balance1 = db->lookup(account);
                         uintptr_t balance2 = db->lookup(account2);
@@ -203,6 +242,7 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
                         db->insert(account, balance1);
                         db->insert(account2, balance2);
                     } RETRY_E(true);
+                    transfers++;
                 } else if (op == PayMulti) {
                     TRANSACTION_E {
                         for (int i = 0; i < 100; i++) {
@@ -211,6 +251,7 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
                             db->insert(people[i], balance);
                         }
                     } RETRY_E(true);
+                    multis++;
                 } else {
                     printf("invalid op\n");
                     continue;
@@ -219,6 +260,11 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
                 duration = std::chrono::duration_cast<std::chrono::microseconds>( std::chrono::system_clock::now() - starttime);
             }
             total_txns += txns;
+
+            total_views += views;
+            total_deposits += deposits;
+            total_transfers += transfers;
+            total_multis += multis;
         }, i);
     }
 
@@ -229,11 +275,12 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
             std::chrono::system_clock::now() - starttime);
     uint64_t txns = total_txns.load();
     printf("Total time: %f\n", duration.count() / 1000000.0);
-    printf("Transactions completed: %d\n", txns);
+    printf("Transactions completed: %lu\n", txns);
     printf("Throughput (txns/sec): %f\n", (double) txns / (duration.count() / 1000000.0));
 
     txp_counters tc = Transaction::txp_counters_combined();
-    printf("Aborts: total_aborts: %llu (%llu aborts at commit time)\n", tc.p(txp_total_aborts), tc.p(txp_commit_time_aborts));
+    printf("Aborts: %llu (%llu aborts at commit time)\n", tc.p(txp_total_aborts), tc.p(txp_commit_time_aborts));
+    printf("Views: %f, Deposits: %f, Transfers: %f, Multis: %f\n", total_views.load() / (double) txns, total_deposits.load() / (double) txns, total_transfers.load() / (double) txns, total_multis.load() / (double) txns);
 }
 
 int main(int argc, char *argv[]) {
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 77962458..57ac8159 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -1006,6 +1006,31 @@ void testDowngradeNode() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+void testDoubleRead() {
+    TART a;
+
+    TestTransaction t0(0);
+    auto r = a.transGet(1);
+
+    TestTransaction t1(1);
+    a.transPut(1, 50);
+    assert(t1.try_commit());
+
+    TestTransaction t2(2);
+    a.transPut(1, 100);
+    a.transPut(2, 50);
+    assert(t2.try_commit());
+
+    t0.use();
+    try {
+        auto s = a.transGet(2);
+        assert(false);
+    } catch (Transaction::Abort e) {
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
 void testRCU(TART* a) {
     double vm_usage; double resident_set;
     process_mem_usage(vm_usage, resident_set);
@@ -1106,6 +1131,7 @@ int main() {
     testUpgradeNode3();
     testUpgradeNode4();
     testDowngradeNode();
+    testDoubleRead();
 
     printf("TART tests pass\n");
 

From d5f5793f2e731f8b12df62e87f4d4139cfe28c22 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Wed, 1 Aug 2018 16:15:33 -0400
Subject: [PATCH 107/116] Fix masstree update

---
 test/tart-bank.cc | 46 ++++++++++++++--------------------------------
 1 file changed, 14 insertions(+), 32 deletions(-)

diff --git a/test/tart-bank.cc b/test/tart-bank.cc
index 8bdeab77..2485b13e 100644
--- a/test/tart-bank.cc
+++ b/test/tart-bank.cc
@@ -89,13 +89,17 @@ class oindex_wrapper : public keyval_db {
     }
 
     void insert(uint64_t key, uintptr_t val) override {
-        oi.insert_row(oi_key(key), new oi_value{val});
+        bool success;
+        std::tie(success, std::ignore) = oi.insert_row(oi_key(key), new oi_value{val});
+        if (!success) throw Transaction::Abort();
     }
 
     uintptr_t lookup(uint64_t key) override {
         uintptr_t ret;
+        bool success;
         const oi_value* val;
-        std::tie(std::ignore, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+        std::tie(success, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+        if (!success) throw Transaction::Abort();
         if (!val) {
             ret = 0;
         } else {
@@ -105,9 +109,11 @@ class oindex_wrapper : public keyval_db {
     }
 
     void update(uint64_t key, uintptr_t val) override {
+        bool success;
         uintptr_t row;
         const oi_value* value;
-        std::tie(std::ignore, std::ignore, row, value) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        std::tie(success, std::ignore, row, value) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        if (!success) throw Transaction::Abort();
         auto new_oiv = Sto::tx_alloc<oi_value>(value);
         new_oiv->val = val;
         oi.update_row(row, new_oiv);
@@ -157,30 +163,6 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
     printf("Setup seed: %d\n", seed);
     RandomSequenceOfUnique rsu(seed, seed + 1);
 
-    {
-        TransactionGuard t;
-        db->insert(1, 100);
-    }
-
-    TestTransaction t0(0);
-    auto r = db->lookup(1);
-    db->insert(1, r+1);
-
-    TestTransaction t1(1);
-    auto s = db->lookup(1);
-    db->insert(1, s+1);
-
-    bool commit1 = t0.try_commit();
-    bool commit2 = t1.try_commit();
-
-    if (commit1 && commit2) {
-        {
-            TransactionGuard t;
-            assert(db->lookup(1) == 102);
-        }
-    }
-    return;
-
     for (int i = 0; i < npeople; i++) {
         people[i] = rsu.next();
         TRANSACTION_E {
@@ -216,8 +198,8 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
 
             while (duration.count() < seconds) {
                 uint64_t account = people[acnt_dist(acnt_rng)];
-                // Txns op = static_cast<Txns>(dist(rng));
-                Txns op = static_cast<Txns>(1);
+                Txns op = static_cast<Txns>(dist(rng));
+                // Txns op = static_cast<Txns>(1);
                 if (op == View) {
                     TRANSACTION_E {
                         db->lookup(account);
@@ -227,7 +209,7 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
                     TRANSACTION_E {
                         uintptr_t balance = db->lookup(account);
                         balance += 1;
-                        db->insert(account, balance);
+                        db->update(account, balance);
                     } RETRY_E(true);
                     deposits++;
                 } else if (op == Transfer) {
@@ -239,8 +221,8 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
                         balance2 += 1;
                         balance1 -= 1;
 
-                        db->insert(account, balance1);
-                        db->insert(account2, balance2);
+                        db->update(account, balance1);
+                        db->update(account2, balance2);
                     } RETRY_E(true);
                     transfers++;
                 } else if (op == PayMulti) {

From 4dfd865407a244054cd2fbc784b9362e03c696db Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 2 Aug 2018 14:40:50 -0400
Subject: [PATCH 108/116] Add art_index

---
 ART/Tree.cpp          |   7 +
 benchmark/DB_index.hh | 892 ++++++++++++++++++++++++++++++++++++++++++
 datatype/TART.hh      |  10 +-
 test/tart-bank.cc     |   2 +-
 test/unit-dboindex.cc |   4 +-
 5 files changed, 910 insertions(+), 5 deletions(-)

diff --git a/ART/Tree.cpp b/ART/Tree.cpp
index 634b3279..26cbeeb7 100644
--- a/ART/Tree.cpp
+++ b/ART/Tree.cpp
@@ -494,7 +494,14 @@ namespace ART_OLC {
                 loadKey(N::getLeaf(nextNode), key);
 
                 level++;
+
+                if (level >= k.getKeyLen() || level >= key.getKeyLen()) {
+                    node->writeUnlock();
+                    return ins_return_type(N::getLeaf(nextNode), nullptr, nullptr);
+                }
+
                 uint32_t prefixLength = 0;
+
                 while (key[level + prefixLength] == k[level + prefixLength]) {
                     prefixLength++;
                     if (level + prefixLength >= k.getKeyLen() || level + prefixLength >= key.getKeyLen()) {
diff --git a/benchmark/DB_index.hh b/benchmark/DB_index.hh
index a53f16be..9b9b8ff5 100644
--- a/benchmark/DB_index.hh
+++ b/benchmark/DB_index.hh
@@ -12,6 +12,8 @@
 #include "masstree_remove.hh"
 #include "masstree_scan.hh"
 #include "string.hh"
+#include "../ART/Key.h"
+#include "../ART/Tree.h"
 
 #include <vector>
 #include "VersionSelector.hh"
@@ -565,6 +567,896 @@ private:
 
 enum class RowAccess : int { None = 0, ObserveExists, ObserveValue, UpdateValue };
 
+template <typename K, typename V, typename DBParams>
+class art_index : public TObject {
+public:
+    typedef K key_type;
+    typedef V value_type;
+
+    //typedef typename get_occ_version<DBParams>::type occ_version_type;
+    typedef typename get_version<DBParams>::type version_type;
+
+    static constexpr typename version_type::type invalid_bit = TransactionTid::user_bit;
+    static constexpr TransItem::flags_type insert_bit = TransItem::user0_bit;
+    static constexpr TransItem::flags_type delete_bit = TransItem::user0_bit << 1u;
+    static constexpr TransItem::flags_type row_update_bit = TransItem::user0_bit << 2u;
+    static constexpr TransItem::flags_type row_cell_bit = TransItem::user0_bit << 3u;
+    static constexpr uintptr_t internode_bit = 1;
+
+    typedef typename value_type::NamedColumn NamedColumn;
+    typedef IndexValueContainer<V, version_type> value_container_type;
+
+    static constexpr bool value_is_small = is_small<V>::value;
+
+    static constexpr bool index_read_my_write = DBParams::RdMyWr;
+
+    struct internal_elem {
+        key_type key;
+        value_container_type row_container;
+        bool deleted;
+
+        internal_elem(const key_type& k, const value_type& v, bool valid)
+            : key(k),
+              row_container((valid ? Sto::initialized_tid() : (Sto::initialized_tid() | invalid_bit)),
+                            !valid, v),
+              deleted(false) {}
+
+        version_type& version() {
+            return row_container.row_version();
+        }
+
+        bool valid() {
+            return !(version().value() & invalid_bit);
+        }
+    };
+
+    struct column_access_t {
+        int col_id;
+        bool update;
+
+        column_access_t(NamedColumn column, bool for_update)
+                : col_id(static_cast<int>(column)), update(for_update) {}
+    };
+
+    struct cell_access_t {
+        int cell_id;
+        bool update;
+
+        cell_access_t(int cid, bool for_update)
+                : cell_id(cid), update(for_update) {}
+    };
+
+    // TransItem key format:
+    // |----internal_elem pointer----|--cell id--|I|
+    //           48 bits                15 bits   1
+
+    // I: internode bit
+    // cell id: valid range 0-32767 (0x7fff)
+    // cell id 0 identifies the row item
+
+    class item_key_t {
+        typedef uintptr_t type;
+        static constexpr unsigned shift = 16u;
+        static constexpr type cell_mask = type(0xfffe);
+        type key_;
+
+    public:
+        item_key_t() : key_() {};
+        item_key_t(internal_elem *e, int cell_num) : key_((reinterpret_cast<type>(e) << shift)
+                                                          | ((static_cast<type>(cell_num) << 1u) & cell_mask)) {};
+
+        static item_key_t row_item_key(internal_elem *e) {
+            return item_key_t(e, 0);
+        }
+
+        internal_elem *internal_elem_ptr() const {
+            return reinterpret_cast<internal_elem *>(key_ >> shift);
+        }
+
+        int cell_num() const {
+            return static_cast<int>((key_ & cell_mask) >> 1);
+        }
+
+        bool is_row_item() const {
+            return (cell_num() == 0);
+        }
+    };
+
+    static std::vector<cell_access_t>
+    column_to_cell_accesses(std::function<int(int)> c_c_map, std::initializer_list<column_access_t> accesses) {
+        // pair: {accessed, for update}
+        std::vector<std::pair<bool, bool>> all_cells(value_container_type::num_versions, {false, false});
+        // the returned list
+        std::vector<cell_access_t> cell_accesses;
+
+        for (auto ca : accesses) {
+            int cell_id = c_c_map(ca.col_id);
+            all_cells[cell_id].first = true;
+            all_cells[cell_id].second |= ca.update;
+        }
+
+        for (auto it = all_cells.begin(); it != all_cells.end(); ++it) {
+            if (it->first)
+                cell_accesses.emplace_back(static_cast<int>(it-all_cells.begin()), it->second);
+        }
+        return cell_accesses;
+    }
+
+    // struct table_params : public Masstree::nodeparams<15,15> {
+    //     typedef internal_elem* value_type;
+    //     typedef Masstree::value_print<value_type> value_print_type;
+    //     typedef threadinfo threadinfo_type;
+    // };
+
+    typedef Masstree::Str Str;
+    typedef ART_OLC::Tree table_type;
+    // typedef Masstree::unlocked_tcursor<table_params> unlocked_cursor_type;
+    // typedef Masstree::tcursor<table_params> cursor_type;
+    // typedef Masstree::leaf<table_params> leaf_type;
+
+    typedef typename ART_OLC::N node_type;
+    // typedef typename table_type::node_type node_type;
+    typedef TVersion nodeversion_value_type;
+
+    typedef std::tuple<bool, bool, uintptr_t, const value_type*> sel_return_type;
+    typedef std::tuple<bool, bool>                               ins_return_type;
+    typedef std::tuple<bool, bool>                               del_return_type;
+
+    // static __thread typename table_params::threadinfo_type *ti;
+
+    art_index(size_t init_size) {
+        this->table_init();
+        (void)init_size;
+    }
+    art_index() {
+        this->table_init();
+    }
+
+    void table_init() {
+        // if (ti == nullptr)
+        //     ti = threadinfo::make(threadinfo::TI_MAIN, -1);
+        // table_.initialize(*ti);
+        // table_ = new ART_OLC::Tree();
+        table_.access().setLoadKey(art_index::load_key);
+        // TODO: set load key
+        key_gen_ = 0;
+    }
+
+    static void thread_init() {
+        // if (ti == nullptr)
+        //     ti = threadinfo::make(threadinfo::TI_PROCESS, TThread::id());
+        // Transaction::tinfo[TThread::id()].trans_start_callback = []() {
+        //     ti->rcu_start();
+        // };
+        // Transaction::tinfo[TThread::id()].trans_end_callback = []() {
+        //     ti->rcu_stop();
+        // };
+    }
+
+    uint64_t gen_key() {
+        return fetch_and_add(&key_gen_, 1);
+    }
+
+    sel_return_type
+    select_row(const key_type& key, RowAccess acc) {
+        Key art_key;
+        make_key(key, art_key);
+        auto r = table_.access().lookup(art_key);
+        internal_elem* e = (internal_elem*) r.first;
+        if (e) {
+            return select_row(reinterpret_cast<uintptr_t>(e), acc);
+        } else {
+            if (!register_internode_version(r.second, r.second->vers))
+                goto abort;
+            return sel_return_type(true, false, 0, nullptr);
+        }
+
+    abort:
+        return sel_return_type(false, false, 0, nullptr);
+    }
+
+    sel_return_type
+    select_row(const key_type& key, std::initializer_list<column_access_t> accesses) {
+        Key art_key;
+        make_key(key, art_key);
+        auto r = table_.access().lookup(art_key);
+        internal_elem* e = (internal_elem*) r.first;
+        if (e) {
+            return select_row(reinterpret_cast<uintptr_t>(e), accesses);
+        } else {
+            if (!register_internode_version(r.second, r.second->vers))
+                goto abort;
+            return sel_return_type(true, false, 0, nullptr);
+        }
+
+    abort:
+        return sel_return_type(false, false, 0, nullptr);
+    }
+
+    sel_return_type
+    select_row(uintptr_t rid, RowAccess access) {
+        auto e = reinterpret_cast<internal_elem *>(rid);
+        bool ok = true;
+        TransProxy row_item = Sto::item(this, item_key_t::row_item_key(e));
+
+        if (is_phantom(e, row_item))
+            goto abort;
+
+        if (index_read_my_write) {
+            if (has_delete(row_item)) {
+                return sel_return_type(true, false, 0, nullptr);
+            }
+            if (has_row_update(row_item)) {
+                value_type *vptr;
+                if (has_insert(row_item))
+                    vptr = &e->row_container.row;
+                else
+                    vptr = row_item.template raw_write_value<value_type *>();
+                return sel_return_type(true, true, rid, vptr);
+            }
+        }
+
+        switch (access) {
+            case RowAccess::UpdateValue:
+                ok = version_adapter::select_for_update(row_item, e->version());
+                row_item.add_flags(row_update_bit);
+                break;
+            case RowAccess::ObserveExists:
+            case RowAccess::ObserveValue:
+                ok = row_item.observe(e->version());
+                break;
+            default:
+                break;
+        }
+
+        if (!ok)
+            goto abort;
+
+        return sel_return_type(true, true, rid, &(e->row_container.row));
+
+    abort:
+        return sel_return_type(false, false, 0, nullptr);
+    }
+
+    sel_return_type
+    select_row(uintptr_t rid, std::initializer_list<column_access_t> accesses) {
+        auto e = reinterpret_cast<internal_elem *>(rid);
+        TransProxy row_item = Sto::item(this, item_key_t::row_item_key(e));
+
+        // Translate from column accesses to cell accesses
+        // all buffered writes are only stored in the wdata_ of the row item (to avoid redundant copies)
+        auto cell_accesses = column_to_cell_accesses(value_container_type::map, accesses);
+
+        std::vector<TransProxy> cell_items;
+        bool any_has_write;
+        bool ok;
+        std::tie(any_has_write, cell_items) = extract_item_list(cell_accesses, e);
+
+        if (is_phantom(e, row_item))
+            goto abort;
+
+        if (index_read_my_write) {
+            if (has_delete(row_item)) {
+                return sel_return_type(true, false, 0, nullptr);
+            }
+            if (any_has_write || has_row_update(row_item)) {
+                value_type *vptr;
+                if (has_insert(row_item))
+                    vptr = &e->row_container.row;
+                else
+                    vptr = row_item.template raw_write_value<value_type *>();
+                return sel_return_type(true, true, rid, vptr);
+            }
+        }
+
+        ok = access_all(cell_accesses, cell_items, e);
+        if (!ok)
+            goto abort;
+
+        return sel_return_type(true, true, rid, &(e->row_container.row));
+
+    abort:
+        return sel_return_type(false, false, 0, nullptr);
+    }
+
+    void update_row(uintptr_t rid, value_type *new_row) {
+        auto row_item = Sto::item(this, item_key_t::row_item_key(reinterpret_cast<internal_elem *>(rid)));
+        if (value_is_small) {
+            row_item.add_write(*new_row);
+        } else {
+            row_item.add_write(new_row);
+        }
+        // Just update the pointer, don't set the actual write flag
+        // we don't want to confuse installs at commit time
+        //row_item.clear_write();
+    }
+
+    // insert assumes common case where the row doesn't exist in the table
+    // if a row already exists, then use select (FOR UPDATE) instead
+    ins_return_type
+    insert_row(const key_type& key, value_type *vptr, bool overwrite = false) {
+        // cursor_type lp(table_, key);
+        // bool found = lp.find_insert(*ti);
+
+        Key art_key;
+        make_key(key, art_key);
+
+        TID t;
+        node_type* parent;
+        node_type* old;
+        std::tie(t, parent, old) = table_.access().insert(art_key, [key, vptr] {
+            auto e = new internal_elem(key, vptr ? *vptr : value_type(),
+                                       false /*!valid*/);
+            return (TID) e;
+        });
+        internal_elem* e = (internal_elem*) t;
+        bool found = !parent;
+        if (found) {
+            // NB: the insert method only manipulates the row_item. It is possible
+            // this insert is overwriting some previous updates on selected columns
+            // The expected behavior is that this row-level operation should overwrite
+            // all changes made by previous updates (in the same transaction) on this
+            // row. We achieve this by granting this row_item a higher priority.
+            // During the install phase, if we notice that the row item has already
+            // been locked then we simply ignore installing any changes made by cell items.
+            // It should be trivial for a cell item to find the corresponding row item
+            // and figure out if the row-level version is locked.
+            TransProxy row_item = Sto::item(this, item_key_t::row_item_key(e));
+
+            if (is_phantom(e, row_item))
+                goto abort;
+
+            if (index_read_my_write) {
+                if (has_delete(row_item)) {
+                    auto proxy = row_item.clear_flags(delete_bit).clear_write();
+
+                    if (value_is_small)
+                        proxy.add_write(*vptr);
+                    else
+                        proxy.add_write(vptr);
+
+                    return ins_return_type(true, false);
+                }
+            }
+
+            if (overwrite) {
+                bool ok;
+                if (value_is_small)
+                    ok = version_adapter::select_for_overwrite(row_item, e->version(), *vptr);
+                else
+                    ok = version_adapter::select_for_overwrite(row_item, e->version(), vptr);
+                if (!ok)
+                    goto abort;
+                if (index_read_my_write) {
+                    if (has_insert(row_item)) {
+                        copy_row(e, vptr);
+                    }
+                }
+            } else {
+                // observes that the row exists, but nothing more
+                if (!row_item.observe(e->version()))
+                    goto abort;
+            }
+
+        } else {
+            TransProxy row_item = Sto::item(this, item_key_t::row_item_key(e));
+            //if (value_is_small)
+            //    item.add_write<value_type>(*vptr);
+            //else
+            //    item.add_write<value_type *>(vptr);
+            row_item.add_write();
+            row_item.add_flags(insert_bit);
+
+            // update the node version already in the read set and modified by split
+            // if (!update_internode_version(node, orig_nv, new_nv))
+            //     goto abort;
+        }
+
+        return ins_return_type(true, found);
+
+    abort:
+        return ins_return_type(false, false);
+    }
+
+    del_return_type
+    delete_row(const key_type& key) {
+        // unlocked_cursor_type lp(table_, key);
+        // bool found = lp.find_unlocked(*ti);
+        Key art_key;
+        make_key(key, art_key);
+        auto r = table_.access().lookup(art_key);
+        internal_elem* e = (internal_elem*) r.first;
+        bool found = e;
+        if (found) {
+            TransProxy row_item = Sto::item(this, item_key_t::row_item_key(e));
+
+            if (is_phantom(e, row_item))
+                goto abort;
+
+            if (index_read_my_write) {
+                if (has_delete(row_item))
+                    return del_return_type(true, false);
+                if (!e->valid() && has_insert(row_item)) {
+                    row_item.add_flags(delete_bit);
+                    return del_return_type(true, true);
+                }
+            }
+
+            // select_for_update will register an observation and set the write bit of
+            // the TItem
+            if (!version_adapter::select_for_update(row_item, e->version()))
+                goto abort;
+            fence();
+            if (e->deleted)
+                goto abort;
+            row_item.add_flags(delete_bit);
+        } else {
+            if (!register_internode_version(r.second, r.second->vers))
+                goto abort;
+        }
+
+        return del_return_type(true, found);
+
+    abort:
+        return del_return_type(false, false);
+    }
+
+    // template <typename Callback, bool Reverse>
+    // bool range_scan(const key_type& begin, const key_type& end, Callback callback,
+    //                 std::initializer_list<column_access_t> accesses, bool phantom_protection = true, int limit = -1) {
+    //     assert((limit == -1) || (limit > 0));
+    //     auto node_callback = [&] (leaf_type* node,
+    //         typename unlocked_cursor_type::nodeversion_value_type version) {
+    //         return ((!phantom_protection) || register_internode_version(node, version));
+    //     };
+    //
+    //     auto cell_accesses = column_to_cell_accesses(value_container_type::map, accesses);
+    //
+    //     auto value_callback = [&] (const lcdf::Str& key, internal_elem *e, bool& ret) {
+    //         TransProxy row_item = index_read_my_write ? Sto::item(this, item_key_t::row_item_key(e))
+    //                                                   : Sto::fresh_item(this, item_key_t::row_item_key(e));
+    //
+    //         bool any_has_write;
+    //         std::vector<TransProxy> cell_items;
+    //         std::tie(any_has_write, cell_items) = extract_item_list(cell_accesses, e);
+    //
+    //         if (index_read_my_write) {
+    //             if (has_delete(row_item)) {
+    //                 ret = true;
+    //                 return true;
+    //             }
+    //             if (any_has_write) {
+    //                 if (has_insert(row_item))
+    //                     ret = callback(key_type(key), e->row_container.row);
+    //                 else
+    //                     ret = callback(key_type(key), *(row_item.template raw_write_value<value_type *>()));
+    //                 return true;
+    //             }
+    //         }
+    //
+    //         bool ok = access_all(cell_accesses, cell_items, e);
+    //         if (!ok)
+    //             return false;
+    //         //bool ok = item.observe(e->version);
+    //         //if (Adaptive) {
+    //         //    ok = item.observe(e->version, true#<{(|force occ|)}>#);
+    //         //} else {
+    //         //    ok = item.observe(e->version);
+    //         //}
+    //
+    //         // skip invalid (inserted but yet committed) values, but do not abort
+    //         if (!e->valid()) {
+    //             ret = true;
+    //             return true;
+    //         }
+    //
+    //         ret = callback(key_type(key), e->row_container.row);
+    //         return true;
+    //     };
+    //
+    //     range_scanner<decltype(node_callback), decltype(value_callback), Reverse>
+    //         scanner(end, node_callback, value_callback);
+    //     if (Reverse)
+    //         table_.rscan(begin, true, scanner, limit, *ti);
+    //     else
+    //         table_.scan(begin, true, scanner, limit, *ti);
+    //     return scanner.scan_succeeded_;
+    // }
+    //
+    // template <typename Callback, bool Reverse>
+    // bool range_scan(const key_type& begin, const key_type& end, Callback callback,
+    //                 RowAccess access, bool phantom_protection = true, int limit = -1) {
+    //     assert((limit == -1) || (limit > 0));
+    //     auto node_callback = [&] (leaf_type* node,
+    //                               typename unlocked_cursor_type::nodeversion_value_type version) {
+    //         return ((!phantom_protection) || register_internode_version(node, version));
+    //     };
+    //
+    //     auto value_callback = [&] (const lcdf::Str& key, internal_elem *e, bool& ret) {
+    //         TransProxy row_item = index_read_my_write ? Sto::item(this, item_key_t::row_item_key(e))
+    //                                                   : Sto::fresh_item(this, item_key_t::row_item_key(e));
+    //
+    //         if (index_read_my_write) {
+    //             if (has_delete(row_item)) {
+    //                 ret = true;
+    //                 return true;
+    //             }
+    //             if (has_row_update(row_item)) {
+    //                 if (has_insert(row_item))
+    //                     ret = callback(key_type(key), e->row_container.row);
+    //                 else
+    //                     ret = callback(key_type(key), *(row_item.template raw_write_value<value_type *>()));
+    //                 return true;
+    //             }
+    //         }
+    //
+    //         bool ok = true;
+    //         switch (access) {
+    //             case RowAccess::ObserveValue:
+    //             case RowAccess::ObserveExists:
+    //                 ok = row_item.observe(e->version());
+    //                 break;
+    //             case RowAccess::None:
+    //                 break;
+    //             default:
+    //                 always_assert(false, "unsupported access type in range_scan");
+    //                 break;
+    //         }
+    //
+    //         if (!ok)
+    //             return false;
+    //
+    //         // skip invalid (inserted but yet committed) values, but do not abort
+    //         if (!e->valid()) {
+    //             ret = true;
+    //             return true;
+    //         }
+    //
+    //         ret = callback(key_type(key), e->row_container.row);
+    //         return true;
+    //     };
+    //
+    //     range_scanner<decltype(node_callback), decltype(value_callback), Reverse>
+    //             scanner(end, node_callback, value_callback);
+    //     if (Reverse)
+    //         table_.rscan(begin, true, scanner, limit, *ti);
+    //     else
+    //         table_.scan(begin, true, scanner, limit, *ti);
+    //     return scanner.scan_succeeded_;
+    // }
+
+    value_type *nontrans_get(const key_type& k) {
+        // unlocked_cursor_type lp(table_, k);
+        // bool found = lp.find_unlocked(*ti);
+        Key art_key;
+        make_key(k, art_key);
+        auto r = table_.access().lookup(art_key);
+        internal_elem* e = (internal_elem*) r.first;
+        if (e) {
+            return &(e->row_container.row);
+        } else
+            return nullptr;
+    }
+
+    void nontrans_put(const key_type& k, const value_type& v) {
+        // cursor_type lp(table_, k);
+        // bool found = lp.find_insert(*ti);
+
+        Key art_key;
+        make_key(k, art_key);
+
+        TID t;
+        node_type* parent;
+        node_type* old;
+        std::tie(t, parent, old) = table_.access().insert(art_key, [k, v] {
+            internal_elem *e = new internal_elem(k, v, true);
+            return (TID) e;
+        });
+        if (!parent) {
+            internal_elem *e = (internal_elem*) t;
+            if (value_is_small)
+                e->row_container.row = v;
+            else
+               copy_row(e, &v);
+            // lp.finish(0, *ti);
+        }
+    }
+
+    // TObject interface methods
+    bool lock(TransItem& item, Transaction &txn) override {
+        assert(!is_internode(item));
+        auto key = item.key<item_key_t>();
+        auto e = key.internal_elem_ptr();
+        if (key.is_row_item())
+            return txn.try_lock(item, e->version());
+        else
+            return txn.try_lock(item, e->row_container.version_at(key.cell_num()));
+    }
+
+    bool check(TransItem& item, Transaction& txn) override {
+        if (is_internode(item)) {
+            node_type *n = get_internode_address(item);
+            // XXX: What is this
+            // auto curr_nv = n->vers;
+            // auto read_nv = item.template read_value<decltype(curr_nv)>();
+            // return (curr_nv == read_nv);
+            return n->vers.cp_check_version(txn, item);
+        } else {
+            auto key = item.key<item_key_t>();
+            auto e = key.internal_elem_ptr();
+            if (key.is_row_item())
+                return e->version().cp_check_version(txn, item);
+            else
+                return e->row_container.version_at(key.cell_num()).cp_check_version(txn, item);
+        }
+    }
+
+    void install(TransItem& item, Transaction& txn) override {
+        assert(!is_internode(item));
+        auto key = item.key<item_key_t>();
+        auto e = key.internal_elem_ptr();
+
+        if (key.is_row_item()) {
+            //assert(e->version.is_locked());
+            if (has_delete(item)) {
+                if (!has_insert(item)) {
+                    assert(e->valid() && !e->deleted);
+                    txn.set_version(e->version());
+                    e->deleted = true;
+                    fence();
+                }
+                return;
+            }
+
+            value_type *vptr;
+            if (value_is_small) {
+                vptr = &(item.write_value<value_type>());
+            } else {
+                vptr = item.write_value<value_type *>();
+            }
+
+            if (!has_insert(item)) {
+                if (has_row_update(item)) {
+                    if (value_is_small) {
+                        e->row_container.row = *vptr;
+                    } else {
+                        copy_row(e, vptr);
+                    }
+                } else if (has_row_cell(item)) {
+                    // install only the difference part
+                    // not sure if works when there are more than 1 minor version fields
+                    // should still work
+                    e->row_container.install_cell(0, vptr);
+                }
+            }
+
+            // like in the hashtable (unordered_index), no need for the hacks
+            // treating opacity as a special case
+            txn.set_version_unlock(e->version(), item);
+        } else {
+            // skip installation if row-level update is present
+            auto row_item = Sto::item(this, item_key_t::row_item_key(e));
+            if (!has_row_update(row_item)) {
+                value_type *vptr;
+                if (value_is_small)
+                    vptr = &(row_item.template raw_write_value<value_type>());
+                else
+                    vptr = row_item.template raw_write_value<value_type *>();
+
+                e->row_container.install_cell(key.cell_num(), vptr);
+            }
+
+            txn.set_version_unlock(e->row_container.version_at(key.cell_num()), item);
+        }
+    }
+
+    void unlock(TransItem& item) override {
+        assert(!is_internode(item));
+        auto key = item.key<item_key_t>();
+        auto e = key.internal_elem_ptr();
+        if (key.is_row_item())
+            e->version().cp_unlock(item);
+        else
+            e->row_container.version_at(key.cell_num()).cp_unlock(item);
+    }
+
+    void cleanup(TransItem& item, bool committed) override {
+        if (committed ? has_delete(item) : has_insert(item)) {
+            auto key = item.key<item_key_t>();
+            assert(key.is_row_item());
+            internal_elem *e = key.internal_elem_ptr();
+            bool ok = _remove(e->key);
+            if (!ok) {
+                std::cout << committed << "," << has_delete(item) << "," << has_insert(item) << std::endl;
+                always_assert(false, "insert-bit exclusive ownership violated");
+            }
+            item.clear_needs_unlock();
+        }
+    }
+
+protected:
+    // template <typename NodeCallback, typename ValueCallback, bool Reverse>
+    // class range_scanner {
+    // public:
+    //     range_scanner(const Str upper, NodeCallback ncb, ValueCallback vcb) :
+    //         boundary_(upper), boundary_compar_(false), scan_succeeded_(true),
+    //         node_callback_(ncb), value_callback_(vcb) {}
+    //
+    //     template <typename ITER, typename KEY>
+    //     void check(const ITER& iter, const KEY& key) {
+    //         int min = std::min(boundary_.length(), key.prefix_length());
+    //         int cmp = memcmp(boundary_.data(), key.full_string().data(), min);
+    //         if (!Reverse) {
+    //             if (cmp < 0 || (cmp == 0 && boundary_.length() <= key.prefix_length()))
+    //                 boundary_compar_ = true;
+    //             else if (cmp == 0) {
+    //                 uint64_t last_ikey = iter.node()->ikey0_[iter.permutation()[iter.permutation().size() - 1]];
+    //                 uint64_t slice = string_slice<uint64_t>::make_comparable(boundary_.data() + key.prefix_length(),
+    //                     std::min(boundary_.length() - key.prefix_length(), 8));
+    //                 boundary_compar_ = (slice <= last_ikey);
+    //             }
+    //         } else {
+    //             if (cmp >= 0)
+    //                 boundary_compar_ = true;
+    //         }
+    //     }
+    //
+    //     template <typename ITER>
+    //     void visit_leaf(const ITER& iter, const Masstree::key<uint64_t>& key, threadinfo&) {
+    //         if (!node_callback_(iter.node(), iter.full_version_value())) {
+    //             scan_succeeded_ = false;
+    //         }
+    //         if (this->boundary_) {
+    //             check(iter, key);
+    //         }
+    //     }
+    //
+    //     bool visit_value(const Masstree::key<uint64_t>& key, internal_elem *e, threadinfo&) {
+    //         if (this->boundary_compar_) {
+    //             if ((Reverse && (boundary_ >= key.full_string())) ||
+    //                 (!Reverse && (boundary_ <= key.full_string())))
+    //                 return false;
+    //         }
+    //         bool visited = false;
+    //         if (!value_callback_(key.full_string(), e, visited)) {
+    //             scan_succeeded_ = false;
+    //             return false;
+    //         } else {
+    //             if (!visited)
+    //                 scan_succeeded_ = false;
+    //             return visited;
+    //         }
+    //     }
+    //
+    //     Str boundary_;
+    //     bool boundary_compar_;
+    //     bool scan_succeeded_;
+    //
+    //     NodeCallback node_callback_;
+    //     ValueCallback value_callback_;
+    // };
+
+private:
+    TOpaqueWrapped<table_type> table_;
+    uint64_t key_gen_;
+
+    std::pair<bool, std::vector<TransProxy>>
+    extract_item_list(const std::vector<cell_access_t>& cell_accesses, internal_elem *e) {
+        bool any_has_write = false;
+        std::vector<TransProxy> cell_items;
+        cell_items.reserve(cell_accesses.size());
+        for (auto& ca : cell_accesses) {
+            auto item = Sto::item(this, item_key_t(e, ca.cell_id));
+            if (index_read_my_write && !any_has_write && item.has_write())
+                any_has_write = true;
+            cell_items.push_back(std::move(item));
+        }
+        return {any_has_write, cell_items};
+    }
+
+    static bool
+    access_all(std::vector<cell_access_t>& cell_accesses, std::vector<TransProxy>& cell_items, internal_elem *e) {
+        for (auto it = cell_items.begin(); it != cell_items.end(); ++it) {
+            auto idx = it - cell_items.begin();
+            auto& access = cell_accesses[idx];
+            if (access.update) {
+                if (!version_adapter::select_for_update(*it, e->row_container.version_at(access.cell_id)))
+                    return false;
+                if (it->item().key<item_key_t>().is_row_item()) {
+                    it->item().add_flags(row_cell_bit);
+                }
+            } else {
+                if (!it->observe(e->row_container.version_at(access.cell_id)))
+                    return false;
+            }
+        }
+        return true;
+    }
+
+    static bool has_insert(const TransItem& item) {
+        return (item.flags() & insert_bit) != 0;
+    }
+    static bool has_delete(const TransItem& item) {
+        return (item.flags() & delete_bit) != 0;
+    }
+    static bool has_row_update(const TransItem& item) {
+        return (item.flags() & row_update_bit) != 0;
+    }
+    static bool has_row_cell(const TransItem& item) {
+        return (item.flags() & row_cell_bit) != 0;
+    }
+    static bool is_phantom(internal_elem *e, const TransItem& item) {
+        return (!e->valid() && !has_insert(item));
+    }
+
+    static void load_key(TID tid, Key& key) {
+        internal_elem* e = (internal_elem*) tid;
+        Str s = e->key;
+        key.set(s.data(), s.length());
+    }
+
+    static void make_key(Str key, Key& art_key) {
+        art_key.set(key.data(), key.length());
+    }
+
+    bool register_internode_version(node_type *node, nodeversion_value_type nodeversion) {
+        TransProxy item = Sto::item(this, get_internode_key(node));
+        if (DBParams::Opaque)
+            return item.observe(nodeversion);
+        else
+            return item.observe(nodeversion);
+    }
+    bool update_internode_version(node_type *node,
+            nodeversion_value_type prev_nv, nodeversion_value_type new_nv) {
+        TransProxy item = Sto::item(this, get_internode_key(node));
+        if (!item.has_read()) {
+            return true;
+        }
+        if (prev_nv == item.template read_value<nodeversion_value_type>()) {
+            item.update_read(prev_nv, new_nv);
+            return true;
+        }
+        return false;
+    }
+
+    bool _remove(const key_type& key) {
+        // cursor_type lp(table_, key);
+        // bool found = lp.find_locked(*ti);
+        Key art_key;
+        make_key(key, art_key);
+        auto r = table_.access().lookup(art_key);
+        internal_elem* e = (internal_elem*) r.first;
+
+        if (e) {
+            table_.access().remove(art_key, (TID) e);
+            // lp.finish(-1, *ti);
+            Transaction::rcu_delete(e);
+            return true;
+        } else {
+            // XXX is this correct?
+            // lp.finish(0, *ti);
+        }
+        return false;
+    }
+
+    static uintptr_t get_internode_key(node_type* node) {
+        return reinterpret_cast<uintptr_t>(node) | internode_bit;
+    }
+    static bool is_internode(TransItem& item) {
+        return (item.key<uintptr_t>() & internode_bit) != 0;
+    }
+    static node_type *get_internode_address(TransItem& item) {
+        assert(is_internode(item));
+        return reinterpret_cast<node_type *>(item.key<uintptr_t>() & ~internode_bit);
+    }
+
+    static void copy_row(internal_elem *e, const value_type *new_row) {
+        if (new_row == nullptr)
+            return;
+        e->row_container.row = *new_row;
+    }
+};
+
 template <typename K, typename V, typename DBParams>
 class ordered_index : public TObject {
 public:
diff --git a/datatype/TART.hh b/datatype/TART.hh
index b757954d..91b4beb5 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -384,9 +384,11 @@ public:
             Element* e = item.template key<Element*>();
             bool locked = txn.try_lock(item, e->vers);
             if (!locked) {
+                // printf("abort lock\n");
                 return false;
             }
             if (e->poisoned && !(item.has_flag(new_insert_bit) || item.has_flag(deleted_bit))) {
+                // printf("abort lock 2\n");
                 e->vers.cp_unlock(item);
                 return false;
             }
@@ -396,10 +398,14 @@ public:
     bool check(TransItem& item, Transaction& txn) override {
         if (item.has_flag(parent_bit)) {
             Node* parent = item.template key<Node*>();
-            return (item.has_flag(self_upgrade_bit) || parent->valid) && parent->vers.cp_check_version(txn, item);
+            auto r = (item.has_flag(self_upgrade_bit) || parent->valid) && parent->vers.cp_check_version(txn, item);
+            // if (!r) printf("abort check\n");
+            return r;
         } else {
             Element* e = item.template key<Element*>();
-            return (!e->poisoned || item.has_flag(new_insert_bit) || item.has_flag(deleted_bit)) && e->vers.cp_check_version(txn, item);
+            auto r = (!e->poisoned || item.has_flag(new_insert_bit) || item.has_flag(deleted_bit)) && e->vers.cp_check_version(txn, item);
+            // if (!r) printf("abort check 2\n");
+            return r;
         }
     }
     void install(TransItem& item, Transaction& txn) override {
diff --git a/test/tart-bank.cc b/test/tart-bank.cc
index 2485b13e..fc647695 100644
--- a/test/tart-bank.cc
+++ b/test/tart-bank.cc
@@ -261,7 +261,7 @@ void bank_bench(int nthread, int npeople, int art, unsigned int seed) {
     printf("Throughput (txns/sec): %f\n", (double) txns / (duration.count() / 1000000.0));
 
     txp_counters tc = Transaction::txp_counters_combined();
-    printf("Aborts: %llu (%llu aborts at commit time)\n", tc.p(txp_total_aborts), tc.p(txp_commit_time_aborts));
+    printf("Aborts: %llu, Abort percentage: %.10f\n", tc.p(txp_total_aborts), tc.p(txp_total_aborts) / (double) (txns + tc.p(txp_total_aborts)));
     printf("Views: %f, Deposits: %f, Transfers: %f, Multis: %f\n", total_views.load() / (double) txns, total_deposits.load() / (double) txns, total_transfers.load() / (double) txns, total_multis.load() / (double) txns);
 }
 
diff --git a/test/unit-dboindex.cc b/test/unit-dboindex.cc
index 65aca7e6..09948831 100644
--- a/test/unit-dboindex.cc
+++ b/test/unit-dboindex.cc
@@ -26,8 +26,8 @@ struct key_type {
 
 // using example_row from VersionSelector.hh
 
-using CoarseIndex = bench::ordered_index<key_type, coarse_grained_row, db_params::db_default_params>;
-using FineIndex = bench::ordered_index<key_type, example_row, db_params::db_default_params>;
+using CoarseIndex = bench::art_index<key_type, coarse_grained_row, db_params::db_default_params>;
+using FineIndex = bench::art_index<key_type, example_row, db_params::db_default_params>;
 
 void init_cindex(CoarseIndex& ci) {
     for (uint64_t i = 1; i <= 10; ++i)

From a0e3aed7b6f69e9bf8b8c0f2919dab3d895506b9 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 2 Aug 2018 15:21:51 -0400
Subject: [PATCH 109/116] Remove TOpaqueWrapped

---
 benchmark/DB_index.hh        | 20 ++++++++++----------
 benchmark/MicroBenchmarks.hh |  2 +-
 datatype/TART.hh             | 28 ++++++++++++++--------------
 3 files changed, 25 insertions(+), 25 deletions(-)

diff --git a/benchmark/DB_index.hh b/benchmark/DB_index.hh
index 9b9b8ff5..7cdc1b30 100644
--- a/benchmark/DB_index.hh
+++ b/benchmark/DB_index.hh
@@ -717,7 +717,7 @@ public:
         //     ti = threadinfo::make(threadinfo::TI_MAIN, -1);
         // table_.initialize(*ti);
         // table_ = new ART_OLC::Tree();
-        table_.access().setLoadKey(art_index::load_key);
+        table_.setLoadKey(art_index::load_key);
         // TODO: set load key
         key_gen_ = 0;
     }
@@ -741,7 +741,7 @@ public:
     select_row(const key_type& key, RowAccess acc) {
         Key art_key;
         make_key(key, art_key);
-        auto r = table_.access().lookup(art_key);
+        auto r = table_.lookup(art_key);
         internal_elem* e = (internal_elem*) r.first;
         if (e) {
             return select_row(reinterpret_cast<uintptr_t>(e), acc);
@@ -759,7 +759,7 @@ public:
     select_row(const key_type& key, std::initializer_list<column_access_t> accesses) {
         Key art_key;
         make_key(key, art_key);
-        auto r = table_.access().lookup(art_key);
+        auto r = table_.lookup(art_key);
         internal_elem* e = (internal_elem*) r.first;
         if (e) {
             return select_row(reinterpret_cast<uintptr_t>(e), accesses);
@@ -884,7 +884,7 @@ public:
         TID t;
         node_type* parent;
         node_type* old;
-        std::tie(t, parent, old) = table_.access().insert(art_key, [key, vptr] {
+        std::tie(t, parent, old) = table_.insert(art_key, [key, vptr] {
             auto e = new internal_elem(key, vptr ? *vptr : value_type(),
                                        false /*!valid*/);
             return (TID) e;
@@ -964,7 +964,7 @@ public:
         // bool found = lp.find_unlocked(*ti);
         Key art_key;
         make_key(key, art_key);
-        auto r = table_.access().lookup(art_key);
+        auto r = table_.lookup(art_key);
         internal_elem* e = (internal_elem*) r.first;
         bool found = e;
         if (found) {
@@ -1130,7 +1130,7 @@ public:
         // bool found = lp.find_unlocked(*ti);
         Key art_key;
         make_key(k, art_key);
-        auto r = table_.access().lookup(art_key);
+        auto r = table_.lookup(art_key);
         internal_elem* e = (internal_elem*) r.first;
         if (e) {
             return &(e->row_container.row);
@@ -1148,7 +1148,7 @@ public:
         TID t;
         node_type* parent;
         node_type* old;
-        std::tie(t, parent, old) = table_.access().insert(art_key, [k, v] {
+        std::tie(t, parent, old) = table_.insert(art_key, [k, v] {
             internal_elem *e = new internal_elem(k, v, true);
             return (TID) e;
         });
@@ -1337,7 +1337,7 @@ protected:
     // };
 
 private:
-    TOpaqueWrapped<table_type> table_;
+    table_type table_;
     uint64_t key_gen_;
 
     std::pair<bool, std::vector<TransProxy>>
@@ -1424,11 +1424,11 @@ private:
         // bool found = lp.find_locked(*ti);
         Key art_key;
         make_key(key, art_key);
-        auto r = table_.access().lookup(art_key);
+        auto r = table_.lookup(art_key);
         internal_elem* e = (internal_elem*) r.first;
 
         if (e) {
-            table_.access().remove(art_key, (TID) e);
+            table_.remove(art_key, (TID) e);
             // lp.finish(-1, *ti);
             Transaction::rcu_delete(e);
             return true;
diff --git a/benchmark/MicroBenchmarks.hh b/benchmark/MicroBenchmarks.hh
index 30ab9404..4b00dadf 100644
--- a/benchmark/MicroBenchmarks.hh
+++ b/benchmark/MicroBenchmarks.hh
@@ -389,7 +389,7 @@ public:
     typedef MasstreeIntKey<sampling::index_t> key_type;
     typedef typename compute_value_type<WLImpl::RTParams::granules>::type value_type;
     typedef typename value_type::NamedColumn nc;
-    typedef typename tpcc::ordered_index<key_type, value_type, DBParams> index_type;
+    typedef typename tpcc::art_index<key_type, value_type, DBParams> index_type;
     // typedef typename bench::tart_index<key_type, value_type, DBParams> index_type;
     typedef typename index_type::column_access_t column_access_t;
 
diff --git a/datatype/TART.hh b/datatype/TART.hh
index 91b4beb5..7f4a2c11 100644
--- a/datatype/TART.hh
+++ b/datatype/TART.hh
@@ -62,13 +62,13 @@ public:
     static constexpr TransItem::flags_type self_upgrade_bit = TransItem::user0_bit<<3;
 
     TART() {
-        root_.access().setLoadKey(TART::loadKey);
+        root_.setLoadKey(TART::loadKey);
     }
 
     lookup_return_type lookup(lcdf::Str k) {
         Key key;
         make_key(k.data(), key, k.length());
-        auto r = root_.access().lookup(key);
+        auto r = root_.lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
             auto item = Sto::item(this, e);
@@ -118,7 +118,7 @@ public:
     TVal nonTransGet(lcdf::Str k) {
         Key key;
         make_key(k.data(), key, k.length());
-        auto r = root_.access().lookup(key);
+        auto r = root_.lookup(key);
         Element* e = (Element*) r.first;
         if (e) {
             return e->val;
@@ -133,7 +133,7 @@ public:
         Key art_key;
         make_key(k.data(), art_key, k.length());
 
-        auto r = root_.access().insert(art_key, [k, v]{
+        auto r = root_.insert(art_key, [k, v]{
             Element* e = new Element();
             if (k.length() > 8) {
                 char* p = (char*) malloc(k.length());
@@ -193,7 +193,7 @@ public:
         Key art_key;
         make_key(k.data(), art_key, k.length());
 
-        auto r = root_.access().insert(art_key, [k, v]{
+        auto r = root_.insert(art_key, [k, v]{
             Element* e = new Element();
             if (k.length() > 8) {
                 char* p = (char*) malloc(k.length());
@@ -249,7 +249,7 @@ public:
     void nonTransPut(lcdf::Str k, TVal v) {
         Key art_key;
         make_key(k.data(), art_key, k.length());
-        auto r = root_.access().insert(art_key, [k, v]{
+        auto r = root_.insert(art_key, [k, v]{
             Element* e = new Element();
             if (k.length() > 8) {
                 char* p = (char*) malloc(k.length());
@@ -275,7 +275,7 @@ public:
     del_return_type remove(lcdf::Str k) {
         Key art_key;
         make_key(k.data(), art_key, k.length());
-        auto r = root_.access().lookup(art_key);
+        auto r = root_.lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
             auto item = Sto::item(this, e);
@@ -306,7 +306,7 @@ public:
     void transRemove(lcdf::Str k) {
         Key art_key;
         make_key(k.data(), art_key, k.length());
-        auto r = root_.access().lookup(art_key);
+        auto r = root_.lookup(art_key);
         Element* e = (Element*) r.first;
         if (e) {
             auto item = Sto::item(this, e);
@@ -346,7 +346,7 @@ public:
 
         TID* art_result = new TID[resultSize];
 
-        bool success = root_.access().lookupRange(art_start, art_end, art_continue, art_result, resultSize, resultsFound, [this](Node* node){
+        bool success = root_.lookupRange(art_start, art_end, art_continue, art_result, resultSize, resultsFound, [this](Node* node){
             auto item = Sto::item(this, node);
             // node->vers.observe_read(item);
             item.observe(node->vers);
@@ -422,7 +422,7 @@ public:
                 } else {
                     make_key((const char*) &e->key.first, art_key, e->key.second);
                 }
-                Node* old = root_.access().remove(art_key, (TID) e);
+                Node* old = root_.remove(art_key, (TID) e);
                 if (old) {
                     old->valid = false;
                     Transaction::rcu_delete(old);
@@ -463,7 +463,7 @@ public:
             } else {
                 make_key((const char*) &e->key.first, art_key, e->key.second);
             }
-            Node* old = root_.access().remove(art_key, (TID) e);
+            Node* old = root_.remove(art_key, (TID) e);
             if (old) {
                 old->valid = false;
                 Transaction::rcu_delete(old);
@@ -475,12 +475,12 @@ public:
         }
     }
     void print(std::ostream& w, const TransItem& item) const override {
-        root_.access().print();
+        root_.print();
     }
     
     void print() const {
-        root_.access().print();
+        root_.print();
     }
 protected:
-    TOpaqueWrapped<ART_OLC::Tree> root_;
+    ART_OLC::Tree root_;
 };

From 42cf27bc71c38f8e7135fba53ebf8e87e1b51b56 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 2 Aug 2018 15:33:41 -0400
Subject: [PATCH 110/116] Add unit-artindex

---
 .gitignore                   |   2 +
 GNUmakefile.in               |   5 ++
 benchmark/MicroBenchmarks.hh |   3 +-
 test/unit-artindex.cc        | 168 +++++++++++++++++++++++++++++++++++
 4 files changed, 177 insertions(+), 1 deletion(-)
 create mode 100644 test/unit-artindex.cc

diff --git a/.gitignore b/.gitignore
index 0ee15c04..bfa3ec5d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -67,3 +67,5 @@
 **/.idea/tasks.xml
 **/cmake-build-*
 /tart-bank
+/art_micro_bench
+/unit-artindex
diff --git a/GNUmakefile.in b/GNUmakefile.in
index c20ffe38..9226606b 100644
--- a/GNUmakefile.in
+++ b/GNUmakefile.in
@@ -97,6 +97,7 @@ UNIT_PROGRAMS = unit-tarray \
 				unit-tbox \
 				unit-tint \
 				unit-tart \
+				unit-artindex \
 				bench-tart \
 				tart-bank \
 				unit-tgeneric \
@@ -119,6 +120,7 @@ ACT_UNIT_PROGRAMS = unit-tarray \
                     unit-tbox \
                     unit-tint \
                     unit-tart \
+					unit-artindex \
                     bench-tart \
 					tart-bank \
                     unit-rcu \
@@ -234,6 +236,9 @@ unit-tint: $(OBJ)/unit-tint.o $(STO_DEPS)
 unit-tart: $(OBJ)/unit-tart.o $(STO_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(STO_OBJS) $(LDFLAGS) $(LIBS)
 
+unit-artindex: $(OBJ)/unit-artindex.o $(INDEX_DEPS)
+	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(INDEX_OBJS) $(LDFLAGS) $(LIBS)
+
 bench-tart: $(OBJ)/bench-tart.o $(INDEX_DEPS)
 	$(CXX) $(CXXFLAGS) $(OPTFLAGS) -o $@ $< $(INDEX_OBJS) $(LDFLAGS) $(LIBS)
 
diff --git a/benchmark/MicroBenchmarks.hh b/benchmark/MicroBenchmarks.hh
index 4b00dadf..0f6d2a3e 100644
--- a/benchmark/MicroBenchmarks.hh
+++ b/benchmark/MicroBenchmarks.hh
@@ -389,7 +389,8 @@ public:
     typedef MasstreeIntKey<sampling::index_t> key_type;
     typedef typename compute_value_type<WLImpl::RTParams::granules>::type value_type;
     typedef typename value_type::NamedColumn nc;
-    typedef typename tpcc::art_index<key_type, value_type, DBParams> index_type;
+    typedef typename tpcc::ordered_index<key_type, value_type, DBParams> index_type;
+    // typedef typename tpcc::art_index<key_type, value_type, DBParams> index_type;
     // typedef typename bench::tart_index<key_type, value_type, DBParams> index_type;
     typedef typename index_type::column_access_t column_access_t;
 
diff --git a/test/unit-artindex.cc b/test/unit-artindex.cc
new file mode 100644
index 00000000..03331503
--- /dev/null
+++ b/test/unit-artindex.cc
@@ -0,0 +1,168 @@
+#undef NDEBUG
+#include <fstream>
+#include <string>
+#include <thread>
+#include <iostream>
+#include <cassert>
+#include <vector>
+#include "Sto.hh"
+#include "TART.hh"
+#include "Transaction.hh"
+#include <unistd.h>
+#include <random>
+#include <time.h>
+#include "DB_index.hh"
+#include "DB_params.hh"
+
+class keyval_db {
+public:
+    virtual void insert(uint64_t int_key, uintptr_t val) = 0;
+    virtual void update(uint64_t int_key, uintptr_t val) = 0;
+    virtual uintptr_t lookup(uint64_t int_key) = 0;
+    virtual void erase(uint64_t int_key) = 0;
+};
+
+class masstree_wrapper : public keyval_db {
+public:
+    struct oi_value {
+        enum class NamedColumn : int { val = 0 };
+        uintptr_t val;
+    };
+
+    struct oi_key {
+        uint64_t key;
+        oi_key(uint64_t k) {
+            key = k;
+        }
+        bool operator==(const oi_key& other) const {
+            return (key == other.key);
+        }
+        bool operator!=(const oi_key& other) const {
+            return !(*this == other);
+        }
+        operator lcdf::Str() const {
+            return lcdf::Str((const char *)this, sizeof(*this));
+        }
+    };
+
+    typedef bench::ordered_index<lcdf::Str, oi_value, db_params::db_default_params> index_type;
+    index_type oi;
+
+    masstree_wrapper() {
+    }
+
+    void insert(uint64_t key, uintptr_t val) override {
+        bool success;
+        std::tie(success, std::ignore) = oi.insert_row(oi_key(key), new oi_value{val});
+        if (!success) throw Transaction::Abort();
+    }
+
+    uintptr_t lookup(uint64_t key) override {
+        uintptr_t ret;
+        bool success;
+        const oi_value* val;
+        std::tie(success, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+        if (!success) throw Transaction::Abort();
+        if (!val) {
+            ret = 0;
+        } else {
+            ret = val->val;
+        }
+        return ret;
+    }
+
+    void update(uint64_t key, uintptr_t val) override {
+        bool success;
+        uintptr_t row;
+        const oi_value* value;
+        std::tie(success, std::ignore, row, value) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        if (!success) throw Transaction::Abort();
+        auto new_oiv = Sto::tx_alloc<oi_value>(value);
+        new_oiv->val = val;
+        oi.update_row(row, new_oiv);
+    }
+
+    void erase(uint64_t key) override {
+        oi.delete_row(oi_key(key));
+    }
+};
+
+class tart_wrapper : public keyval_db {
+public:
+    struct oi_value {
+        enum class NamedColumn : int { val = 0 };
+        uintptr_t val;
+    };
+
+    struct oi_key {
+        uint64_t key;
+        oi_key(uint64_t k) {
+            key = k;
+        }
+        bool operator==(const oi_key& other) const {
+            return (key == other.key);
+        }
+        bool operator!=(const oi_key& other) const {
+            return !(*this == other);
+        }
+        operator lcdf::Str() const {
+            return lcdf::Str((const char *)this, sizeof(*this));
+        }
+    };
+
+    typedef bench::art_index<lcdf::Str, oi_value, db_params::db_default_params> index_type;
+    index_type oi;
+
+    tart_wrapper() {
+    }
+
+    void insert(uint64_t key, uintptr_t val) override {
+        bool success;
+        std::tie(success, std::ignore) = oi.insert_row(oi_key(key), new oi_value{val});
+        if (!success) throw Transaction::Abort();
+    }
+
+    uintptr_t lookup(uint64_t key) override {
+        uintptr_t ret;
+        bool success;
+        const oi_value* val;
+        std::tie(success, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+        if (!success) throw Transaction::Abort();
+        if (!val) {
+            ret = 0;
+        } else {
+            ret = val->val;
+        }
+        return ret;
+    }
+
+    void update(uint64_t key, uintptr_t val) override {
+        bool success;
+        uintptr_t row;
+        const oi_value* value;
+        std::tie(success, std::ignore, row, value) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        if (!success) throw Transaction::Abort();
+        auto new_oiv = Sto::tx_alloc<oi_value>(value);
+        new_oiv->val = val;
+        oi.update_row(row, new_oiv);
+    }
+
+    void erase(uint64_t key) override {
+        oi.delete_row(oi_key(key));
+    }
+};
+
+int main(int argc, char *argv[]) {
+    keyval_db* db;
+
+    bool use_art = 1;
+    if (argc > 1) {
+        use_art = atoi(argv[1]);
+    }
+
+    if (use_art) {
+        db = new tart_wrapper();
+    } else {
+        db = new masstree_wrapper();
+    }
+}

From d8dc335a9a30356ed365805a4e3755601c5a0de6 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 2 Aug 2018 16:27:02 -0400
Subject: [PATCH 111/116] Fix YCSB and add some unit-artindex tests

---
 benchmark/DB_params.hh    |  4 +--
 benchmark/YCSB_bench.hh   |  6 ++--
 benchmark/YCSB_structs.hh |  1 +
 test/unit-artindex.cc     | 73 +++++++++++++++++++++++++++++++++++++--
 4 files changed, 77 insertions(+), 7 deletions(-)

diff --git a/benchmark/DB_params.hh b/benchmark/DB_params.hh
index c6771d0b..828d339e 100644
--- a/benchmark/DB_params.hh
+++ b/benchmark/DB_params.hh
@@ -30,7 +30,7 @@ inline db_params_id parse_dbid(const char *id_string) {
 class db_default_params {
 public:
     static constexpr db_params_id Id = db_params_id::Default;
-    static constexpr bool RdMyWr = false;
+    static constexpr bool RdMyWr = true;
     static constexpr bool TwoPhaseLock = false;
     static constexpr bool Adaptive = false;
     static constexpr bool Opaque = false;
@@ -75,4 +75,4 @@ public:
     static double processor_tsc_frequency; // in GHz
 };
 
-}; // namespace db_params
\ No newline at end of file
+}; // namespace db_params
diff --git a/benchmark/YCSB_bench.hh b/benchmark/YCSB_bench.hh
index eaaa8ad7..fd45aef3 100644
--- a/benchmark/YCSB_bench.hh
+++ b/benchmark/YCSB_bench.hh
@@ -22,11 +22,11 @@ template <typename DBParams>
 class ycsb_db {
 public:
     template <typename K, typename V>
-    using OIndex = ordered_index<K, V, DBParams>;
+    using OIndex = bench::art_index<K, V, DBParams>;
     template <typename K, typename V>
     using UIndex = unordered_index<K, V, DBParams>;
 
-    typedef UIndex<ycsb_key, ycsb_value<DBParams>> ycsb_table_type;
+    typedef OIndex<ycsb_key, ycsb_value<DBParams>> ycsb_table_type;
 
     explicit ycsb_db() : ycsb_table_(ycsb_table_size) {}
 
@@ -35,7 +35,7 @@ public:
     }
 
     void table_thread_init() {
-        //ycsb_table_.thread_init();
+        ycsb_table_.thread_init();
     }
 
     void prepopulate();
diff --git a/benchmark/YCSB_structs.hh b/benchmark/YCSB_structs.hh
index 63ecb6d6..0908da21 100644
--- a/benchmark/YCSB_structs.hh
+++ b/benchmark/YCSB_structs.hh
@@ -45,6 +45,7 @@ struct ycsb_value {
 template <typename DBParams>
 class ycsb_value : TObject {
 public:
+    enum class NamedColumn : int { cols = 0 };
     static constexpr size_t col_width = 10;
     static constexpr size_t num_cols = 10;
     typedef fix_string<col_width> col_type;
diff --git a/test/unit-artindex.cc b/test/unit-artindex.cc
index 03331503..3a10f8a3 100644
--- a/test/unit-artindex.cc
+++ b/test/unit-artindex.cc
@@ -45,7 +45,7 @@ class masstree_wrapper : public keyval_db {
         }
     };
 
-    typedef bench::ordered_index<lcdf::Str, oi_value, db_params::db_default_params> index_type;
+    typedef bench::ordered_index<oi_key, oi_value, db_params::db_default_params> index_type;
     index_type oi;
 
     masstree_wrapper() {
@@ -110,7 +110,7 @@ class tart_wrapper : public keyval_db {
         }
     };
 
-    typedef bench::art_index<lcdf::Str, oi_value, db_params::db_default_params> index_type;
+    typedef bench::art_index<oi_key, oi_value, db_params::db_default_params> index_type;
     index_type oi;
 
     tart_wrapper() {
@@ -125,6 +125,7 @@ class tart_wrapper : public keyval_db {
     uintptr_t lookup(uint64_t key) override {
         uintptr_t ret;
         bool success;
+        bool found;
         const oi_value* val;
         std::tie(success, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
         if (!success) throw Transaction::Abort();
@@ -161,8 +162,76 @@ int main(int argc, char *argv[]) {
     }
 
     if (use_art) {
+        printf("ART\n");
         db = new tart_wrapper();
     } else {
+        printf("Masstree\n");
         db = new masstree_wrapper();
     }
+
+    uint64_t key1 = 1;
+    uint64_t key2 = 2;
+    // {
+    //     TransactionGuard t;
+    //     db->insert(key1, 123);
+    //     db->insert(key2, 321);
+    // }
+    //
+    // {
+    //     TransactionGuard t;
+    //     volatile auto x = db->lookup(key1);
+    //     volatile auto y = db->lookup(key2);
+    //     assert(x == 123);
+    //     assert(y == 321);
+    // }
+
+    // if (use_art) {
+    //     printf("ART\n");
+    //     db = new tart_wrapper();
+    // } else {
+    //     printf("Masstree\n");
+    //     db = new masstree_wrapper();
+    // }
+
+    uint64_t checkkey = 256;
+
+    {
+        TransactionGuard t;
+        db->insert(key1, 123);
+        db->insert(key2, 321);
+    }
+
+    {
+        TransactionGuard t;
+        volatile auto x = db->lookup(key1);
+        volatile auto y = db->lookup(key2);
+        db->insert(checkkey, 100);
+        assert(x == 123);
+        assert(y == 321);
+    }
+
+    {
+        TransactionGuard t;
+        db->erase(key1);
+        volatile auto x = db->lookup(key1);
+        db->insert(checkkey, 100);
+        printf("%d\n", x);
+        assert(x == 0);
+    }
+
+    {
+        TransactionGuard t;
+        volatile auto x = db->lookup(key1);
+        assert(x == 0);
+        db->insert(key1, 567);
+    }
+
+    {
+        TransactionGuard t;
+        volatile auto x = db->lookup(key1);
+        db->insert(checkkey, 100);
+        assert(x == 567);
+    }
+
+    printf("Tests pass\n");
 }

From 791d5d96b437d0640b5bb938a19d687d96f15fc6 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 2 Aug 2018 21:29:44 -0400
Subject: [PATCH 112/116] Update unit-artindex: todo implement changing
 internode versions

---
 benchmark/DB_index.hh |   2 +-
 test/unit-artindex.cc | 452 +++++++++++++++++++++++++++++++++---------
 test/unit-tart.cc     |   1 -
 3 files changed, 359 insertions(+), 96 deletions(-)

diff --git a/benchmark/DB_index.hh b/benchmark/DB_index.hh
index 7cdc1b30..8fcad937 100644
--- a/benchmark/DB_index.hh
+++ b/benchmark/DB_index.hh
@@ -1192,7 +1192,7 @@ public:
     }
 
     void install(TransItem& item, Transaction& txn) override {
-        assert(!is_internode(item));
+        // assert(!is_internode(item));
         auto key = item.key<item_key_t>();
         auto e = key.internal_elem_ptr();
 
diff --git a/test/unit-artindex.cc b/test/unit-artindex.cc
index 3a10f8a3..b92a7995 100644
--- a/test/unit-artindex.cc
+++ b/test/unit-artindex.cc
@@ -14,12 +14,24 @@
 #include "DB_index.hh"
 #include "DB_params.hh"
 
+const char* absentkey1 = "hello";
+const char* absentkey2 = "1234";
+const char* absentkey2_1 = "1245";
+const char* absentkey2_2 = "1256";
+const char* absentkey2_3 = "1267";
+const char* absentkey2_4 = "1278";
+const char* absentkey2_5 = "1289";
+
+const char* checkkey = "check1";
+const char* checkkey2 = "check2";
+const char* checkkey3 = "check3";
+
 class keyval_db {
 public:
-    virtual void insert(uint64_t int_key, uintptr_t val) = 0;
-    virtual void update(uint64_t int_key, uintptr_t val) = 0;
-    virtual uintptr_t lookup(uint64_t int_key) = 0;
-    virtual void erase(uint64_t int_key) = 0;
+    virtual void insert(lcdf::Str int_key, uintptr_t val) = 0;
+    virtual void update(lcdf::Str int_key, uintptr_t val) = 0;
+    virtual uintptr_t lookup(lcdf::Str int_key) = 0;
+    virtual void erase(lcdf::Str int_key) = 0;
 };
 
 class masstree_wrapper : public keyval_db {
@@ -29,39 +41,23 @@ class masstree_wrapper : public keyval_db {
         uintptr_t val;
     };
 
-    struct oi_key {
-        uint64_t key;
-        oi_key(uint64_t k) {
-            key = k;
-        }
-        bool operator==(const oi_key& other) const {
-            return (key == other.key);
-        }
-        bool operator!=(const oi_key& other) const {
-            return !(*this == other);
-        }
-        operator lcdf::Str() const {
-            return lcdf::Str((const char *)this, sizeof(*this));
-        }
-    };
-
-    typedef bench::ordered_index<oi_key, oi_value, db_params::db_default_params> index_type;
+    typedef bench::ordered_index<lcdf::Str, oi_value, db_params::db_default_params> index_type;
     index_type oi;
 
     masstree_wrapper() {
     }
 
-    void insert(uint64_t key, uintptr_t val) override {
+    void insert(lcdf::Str key, uintptr_t val) override {
         bool success;
-        std::tie(success, std::ignore) = oi.insert_row(oi_key(key), new oi_value{val});
+        std::tie(success, std::ignore) = oi.insert_row(key, new oi_value{val});
         if (!success) throw Transaction::Abort();
     }
 
-    uintptr_t lookup(uint64_t key) override {
+    uintptr_t lookup(lcdf::Str key) override {
         uintptr_t ret;
         bool success;
         const oi_value* val;
-        std::tie(success, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+        std::tie(success, std::ignore, std::ignore, val) = oi.select_row(key, bench::RowAccess::None);
         if (!success) throw Transaction::Abort();
         if (!val) {
             ret = 0;
@@ -71,19 +67,19 @@ class masstree_wrapper : public keyval_db {
         return ret;
     }
 
-    void update(uint64_t key, uintptr_t val) override {
+    void update(lcdf::Str key, uintptr_t val) override {
         bool success;
         uintptr_t row;
         const oi_value* value;
-        std::tie(success, std::ignore, row, value) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        std::tie(success, std::ignore, row, value) = oi.select_row(key, bench::RowAccess::UpdateValue);
         if (!success) throw Transaction::Abort();
         auto new_oiv = Sto::tx_alloc<oi_value>(value);
         new_oiv->val = val;
         oi.update_row(row, new_oiv);
     }
 
-    void erase(uint64_t key) override {
-        oi.delete_row(oi_key(key));
+    void erase(lcdf::Str key) override {
+        oi.delete_row(key);
     }
 };
 
@@ -94,40 +90,24 @@ class tart_wrapper : public keyval_db {
         uintptr_t val;
     };
 
-    struct oi_key {
-        uint64_t key;
-        oi_key(uint64_t k) {
-            key = k;
-        }
-        bool operator==(const oi_key& other) const {
-            return (key == other.key);
-        }
-        bool operator!=(const oi_key& other) const {
-            return !(*this == other);
-        }
-        operator lcdf::Str() const {
-            return lcdf::Str((const char *)this, sizeof(*this));
-        }
-    };
-
-    typedef bench::art_index<oi_key, oi_value, db_params::db_default_params> index_type;
+    typedef bench::art_index<lcdf::Str, oi_value, db_params::db_default_params> index_type;
     index_type oi;
 
     tart_wrapper() {
     }
 
-    void insert(uint64_t key, uintptr_t val) override {
+    void insert(lcdf::Str key, uintptr_t val) override {
         bool success;
-        std::tie(success, std::ignore) = oi.insert_row(oi_key(key), new oi_value{val});
+        std::tie(success, std::ignore) = oi.insert_row(key, new oi_value{val});
         if (!success) throw Transaction::Abort();
     }
 
-    uintptr_t lookup(uint64_t key) override {
+    uintptr_t lookup(lcdf::Str key) override {
         uintptr_t ret;
         bool success;
         bool found;
         const oi_value* val;
-        std::tie(success, std::ignore, std::ignore, val) = oi.select_row(oi_key(key), bench::RowAccess::None);
+        std::tie(success, std::ignore, std::ignore, val) = oi.select_row(key, bench::RowAccess::None);
         if (!success) throw Transaction::Abort();
         if (!val) {
             ret = 0;
@@ -137,101 +117,385 @@ class tart_wrapper : public keyval_db {
         return ret;
     }
 
-    void update(uint64_t key, uintptr_t val) override {
+    void update(lcdf::Str key, uintptr_t val) override {
         bool success;
         uintptr_t row;
         const oi_value* value;
-        std::tie(success, std::ignore, row, value) = oi.select_row(oi_key(key), bench::RowAccess::UpdateValue);
+        std::tie(success, std::ignore, row, value) = oi.select_row(key, bench::RowAccess::UpdateValue);
         if (!success) throw Transaction::Abort();
         auto new_oiv = Sto::tx_alloc<oi_value>(value);
         new_oiv->val = val;
         oi.update_row(row, new_oiv);
     }
 
-    void erase(uint64_t key) override {
-        oi.delete_row(oi_key(key));
+    void erase(lcdf::Str key) override {
+        oi.delete_row(key);
     }
 };
 
-int main(int argc, char *argv[]) {
-    keyval_db* db;
+typedef tart_wrapper wrapper_type;
 
-    bool use_art = 1;
-    if (argc > 1) {
-        use_art = atoi(argv[1]);
+void testSimple() {
+    wrapper_type a;
+
+    const char* key1 = "hello world";
+    const char* key2 = "1234";
+    {
+        TransactionGuard t;
+        a.insert(key1, 123);
+        a.insert(key2, 321);
     }
 
-    if (use_art) {
-        printf("ART\n");
-        db = new tart_wrapper();
-    } else {
-        printf("Masstree\n");
-        db = new masstree_wrapper();
+    {
+        TransactionGuard t;
+        volatile auto x = a.lookup(key1);
+        volatile auto y = a.lookup(key2);
+        assert(x == 123);
+        assert(y == 321);
     }
 
-    uint64_t key1 = 1;
-    uint64_t key2 = 2;
     // {
     //     TransactionGuard t;
-    //     db->insert(key1, 123);
-    //     db->insert(key2, 321);
+    //     a.insert("foo", 1);
+    //     a.insert("foobar", 2);
     // }
     //
     // {
     //     TransactionGuard t;
-    //     volatile auto x = db->lookup(key1);
-    //     volatile auto y = db->lookup(key2);
-    //     assert(x == 123);
-    //     assert(y == 321);
+    //     assert(a.lookup("foobar") == 2);
     // }
 
-    // if (use_art) {
-    //     printf("ART\n");
-    //     db = new tart_wrapper();
-    // } else {
-    //     printf("Masstree\n");
-    //     db = new masstree_wrapper();
-    // }
 
-    uint64_t checkkey = 256;
+    printf("PASS: %s\n", __FUNCTION__);
+}
 
+void testSimpleErase() {
+    wrapper_type a;
+
+    const char* key1 = "hello world";
+    const char* key2 = "1234";
     {
         TransactionGuard t;
-        db->insert(key1, 123);
-        db->insert(key2, 321);
+        a.insert(key1, 123);
+        a.insert(key2, 321);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = db->lookup(key1);
-        volatile auto y = db->lookup(key2);
-        db->insert(checkkey, 100);
+        volatile auto x = a.lookup(key1);
+        volatile auto y = a.lookup(key2);
+        a.insert(checkkey, 100);
         assert(x == 123);
         assert(y == 321);
     }
 
     {
         TransactionGuard t;
-        db->erase(key1);
-        volatile auto x = db->lookup(key1);
-        db->insert(checkkey, 100);
-        printf("%d\n", x);
+        a.erase(key1);
+        volatile auto x = a.lookup(key1);
+        a.insert(checkkey, 100);
         assert(x == 0);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = db->lookup(key1);
+        volatile auto x = a.lookup(key1);
         assert(x == 0);
-        db->insert(key1, 567);
+        a.insert(key1, 567);
     }
 
     {
         TransactionGuard t;
-        volatile auto x = db->lookup(key1);
-        db->insert(checkkey, 100);
+        volatile auto x = a.lookup(key1);
+        a.insert(checkkey, 100);
         assert(x == 567);
     }
 
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testAbsentErase() {
+    wrapper_type a;
+
+    TestTransaction t1(0);
+    a.erase("foo");
+    a.insert("bar", 1);
+
+    TestTransaction t2(1);
+    a.insert("foo", 123);
+    assert(t2.try_commit());
+
+    assert(!t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void multiWrite() {
+    wrapper_type aTART;
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey2, 456);
+    }
+
+    {
+        TransactionGuard t;
+        aTART.update(absentkey2, 123);
+    }
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey2);
+        assert(x == 123);    
+    }
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void multiThreadWrites() {
+    wrapper_type aTART;
+    {
+        TransactionGuard t;
+        aTART.insert(absentkey2, 456);
+    }
+
+    TestTransaction t1(0);
+    aTART.insert(absentkey2, 123);
+
+    TestTransaction t2(0);
+    aTART.insert(absentkey2, 456);
+
+    assert(t1.try_commit());
+    assert(t2.try_commit());
+
+    {
+        TransactionGuard t;
+        // printf("to lookup\n");
+        volatile auto x = aTART.lookup(absentkey2);
+        // printf("looked\n");
+        assert(x == 456);
+    }
+    printf("PASS: %s\n", __FUNCTION__);
+
+}
+
+void testReadDelete() {
+    wrapper_type aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 10);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 0);
+        assert(y == 10);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testReadWriteDelete() {
+    wrapper_type aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+
+    assert(t2.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 0);
+        assert(y == 10);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testReadDeleteInsert() {
+    wrapper_type aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    aTART.lookup(absentkey1);
+    aTART.insert(absentkey2, 123);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+    assert(t2.try_commit());
+
+    TestTransaction t3(0);
+    aTART.insert(absentkey1, 10);
+    assert(t3.try_commit());
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 10);
+        assert(y == 10);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+
+void testInsertDelete() {
+    wrapper_type aTART;
+    TestTransaction t0(0);
+    aTART.insert(absentkey1, 10);
+    aTART.insert(absentkey2, 10);
+    assert(t0.try_commit());
+
+    TestTransaction t1(0);
+    aTART.insert(absentkey1, 123);
+    aTART.insert(absentkey2, 456);
+
+    TestTransaction t2(0);
+    aTART.erase(absentkey1);
+    assert(t2.try_commit());
+
+    assert(!t1.try_commit());
+
+    {
+        TransactionGuard t;
+        volatile auto x = aTART.lookup(absentkey1);
+        volatile auto y = aTART.lookup(absentkey2);
+        assert(x == 0);
+        assert(y == 10);
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+}
+
+void testEmptyErase() {
+    wrapper_type a;
+
+    const char* key1 = "hello world";
+
+    // deleting non-existent node
+    {
+        TransactionGuard t;
+        a.erase(key1);
+        volatile auto x = a.lookup(key1);
+        a.insert(checkkey, 100);
+        assert(x == 0);
+    }
+
+    {
+        TransactionGuard t;
+        a.erase(key1);
+        volatile auto x = a.lookup(key1);
+        assert(x == 0);
+        a.insert(key1, 123);
+        a.erase(key1);
+        x = a.lookup(key1);
+        assert(x == 0);    
+    }
+
+    printf("PASS: %s\n", __FUNCTION__);
+
+}
+
+int main(int argc, char *argv[]) {
+    // testSimple();
+    // testSimpleErase();
+    testAbsentErase();
+    // multiWrite();
+
+    // keyval_db* db;
+
+    // bool use_art = 1;
+    // if (argc > 1) {
+    //     use_art = atoi(argv[1]);
+    // }
+    //
+    // uint64_t key1 = 1;
+    // uint64_t key2 = 2;
+    // {
+    //     TransactionGuard t;
+    //     db->insert(key1, 123);
+    //     db->insert(key2, 321);
+    // }
+    //
+    // {
+    //     TransactionGuard t;
+    //     volatile auto x = db->lookup(key1);
+    //     volatile auto y = db->lookup(key2);
+    //     assert(x == 123);
+    //     assert(y == 321);
+    // }
+
+    // if (use_art) {
+    //     printf("ART\n");
+    //     db = new tart_wrapper();
+    // } else {
+    //     printf("Masstree\n");
+    //     db = new masstree_wrapper();
+    // }
+
+    // uint64_t checkkey = 256;
+    //
+    // {
+    //     TransactionGuard t;
+    //     db->insert(key1, 123);
+    //     db->insert(key2, 321);
+    // }
+    //
+    // {
+    //     TransactionGuard t;
+    //     volatile auto x = db->lookup(key1);
+    //     volatile auto y = db->lookup(key2);
+    //     db->insert(checkkey, 100);
+    //     assert(x == 123);
+    //     assert(y == 321);
+    // }
+    //
+    // {
+    //     TransactionGuard t;
+    //     db->erase(key1);
+    //     volatile auto x = db->lookup(key1);
+    //     db->insert(checkkey, 100);
+    //     printf("%d\n", x);
+    //     assert(x == 0);
+    // }
+    //
+    // {
+    //     TransactionGuard t;
+    //     volatile auto x = db->lookup(key1);
+    //     assert(x == 0);
+    //     db->insert(key1, 567);
+    // }
+    //
+    // {
+    //     TransactionGuard t;
+    //     volatile auto x = db->lookup(key1);
+    //     db->insert(checkkey, 100);
+    //     assert(x == 567);
+    // }
+
     printf("Tests pass\n");
 }
diff --git a/test/unit-tart.cc b/test/unit-tart.cc
index 57ac8159..3fa73046 100644
--- a/test/unit-tart.cc
+++ b/test/unit-tart.cc
@@ -268,7 +268,6 @@ void testAbsentErase() {
     a.transPut("foo", 123);
     assert(t2.try_commit());
 
-    t1.use();
     assert(!t1.try_commit());
     printf("PASS: %s\n", __FUNCTION__);
 }

From ca32728d8f522d5126ba5f05b1bc4f7f1975bfe9 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 2 Aug 2018 21:52:18 -0400
Subject: [PATCH 113/116] Minor update to ycsb

---
 .gitignore              | 2 +-
 benchmark/YCSB_bench.hh | 8 +++++---
 2 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/.gitignore b/.gitignore
index bfa3ec5d..97da5a02 100644
--- a/.gitignore
+++ b/.gitignore
@@ -53,7 +53,7 @@
 /unit-sampling
 /unit-tflexarray
 /tpcc_bench
-/ycsb_bench
+/*ycsb_bench
 /micro_bench
 /wiki_bench
 /voter_bench
diff --git a/benchmark/YCSB_bench.hh b/benchmark/YCSB_bench.hh
index fd45aef3..12d9287d 100644
--- a/benchmark/YCSB_bench.hh
+++ b/benchmark/YCSB_bench.hh
@@ -22,11 +22,13 @@ template <typename DBParams>
 class ycsb_db {
 public:
     template <typename K, typename V>
-    using OIndex = bench::art_index<K, V, DBParams>;
+    using OIndex = bench::ordered_index<K, V, DBParams>;
+    template <typename K, typename V>
+    using AIndex = bench::art_index<K, V, DBParams>;
     template <typename K, typename V>
     using UIndex = unordered_index<K, V, DBParams>;
 
-    typedef OIndex<ycsb_key, ycsb_value<DBParams>> ycsb_table_type;
+    typedef UIndex<ycsb_key, ycsb_value<DBParams>> ycsb_table_type;
 
     explicit ycsb_db() : ycsb_table_(ycsb_table_size) {}
 
@@ -35,7 +37,7 @@ public:
     }
 
     void table_thread_init() {
-        ycsb_table_.thread_init();
+        // ycsb_table_.thread_init();
     }
 
     void prepopulate();

From 3cc9851ee2af3428a6ef008bf91dc2c276de19d8 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Thu, 2 Aug 2018 22:00:58 -0400
Subject: [PATCH 114/116] Fix parent version change bug

---
 benchmark/DB_index.hh | 22 ++++++++++++++++++++--
 test/unit-artindex.cc |  6 +++---
 2 files changed, 23 insertions(+), 5 deletions(-)

diff --git a/benchmark/DB_index.hh b/benchmark/DB_index.hh
index 8fcad937..2d0311a1 100644
--- a/benchmark/DB_index.hh
+++ b/benchmark/DB_index.hh
@@ -947,6 +947,9 @@ public:
             row_item.add_write();
             row_item.add_flags(insert_bit);
 
+            TransProxy internode_item = Sto::item(this, get_internode_key(parent));
+            internode_item.add_write();
+
             // update the node version already in the read set and modified by split
             // if (!update_internode_version(node, orig_nv, new_nv))
             //     goto abort;
@@ -1164,7 +1167,11 @@ public:
 
     // TObject interface methods
     bool lock(TransItem& item, Transaction &txn) override {
-        assert(!is_internode(item));
+        // assert(!is_internode(item));
+        if (is_internode(item)) {
+            node_type* n = get_internode_address(item);
+            return txn.try_lock(item, n->vers);
+        }
         auto key = item.key<item_key_t>();
         auto e = key.internal_elem_ptr();
         if (key.is_row_item())
@@ -1192,6 +1199,12 @@ public:
     }
 
     void install(TransItem& item, Transaction& txn) override {
+        if (is_internode(item)) {
+            node_type* n = get_internode_address(item);
+            txn.set_version_unlock(n->vers, item);
+            return;
+        }
+
         // assert(!is_internode(item));
         auto key = item.key<item_key_t>();
         auto e = key.internal_elem_ptr();
@@ -1251,7 +1264,12 @@ public:
     }
 
     void unlock(TransItem& item) override {
-        assert(!is_internode(item));
+        // assert(!is_internode(item));
+        if (is_internode(item)) {
+            node_type* n = get_internode_address(item);
+            n->vers.cp_unlock(item);
+            return;
+        }
         auto key = item.key<item_key_t>();
         auto e = key.internal_elem_ptr();
         if (key.is_row_item())
diff --git a/test/unit-artindex.cc b/test/unit-artindex.cc
index b92a7995..50952ee8 100644
--- a/test/unit-artindex.cc
+++ b/test/unit-artindex.cc
@@ -421,10 +421,10 @@ void testEmptyErase() {
 }
 
 int main(int argc, char *argv[]) {
-    // testSimple();
-    // testSimpleErase();
+    testSimple();
+    testSimpleErase();
     testAbsentErase();
-    // multiWrite();
+    multiWrite();
 
     // keyval_db* db;
 

From d6f98f9f48f615132fd8524050a2798bcd7857f1 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 3 Aug 2018 01:35:58 -0400
Subject: [PATCH 115/116] Fix upgrade and downgrade bugs

---
 benchmark/DB_index.hh |  20 ++-
 test/unit-artindex.cc | 317 ++++++++++++++++++++++++++++--------------
 2 files changed, 228 insertions(+), 109 deletions(-)

diff --git a/benchmark/DB_index.hh b/benchmark/DB_index.hh
index 2d0311a1..5e90ecfd 100644
--- a/benchmark/DB_index.hh
+++ b/benchmark/DB_index.hh
@@ -581,6 +581,7 @@ public:
     static constexpr TransItem::flags_type delete_bit = TransItem::user0_bit << 1u;
     static constexpr TransItem::flags_type row_update_bit = TransItem::user0_bit << 2u;
     static constexpr TransItem::flags_type row_cell_bit = TransItem::user0_bit << 3u;
+    static constexpr TransItem::flags_type self_upgrade_bit = TransItem::user0_bit << 4u;
     static constexpr uintptr_t internode_bit = 1;
 
     typedef typename value_type::NamedColumn NamedColumn;
@@ -950,6 +951,14 @@ public:
             TransProxy internode_item = Sto::item(this, get_internode_key(parent));
             internode_item.add_write();
 
+            if (old) {
+                old->valid = false;
+                TransProxy old_item = Sto::item(this, get_internode_key(old));
+                if (!old_item.has_read()) {
+                    old_item.add_flags(self_upgrade_bit);
+                }
+            }
+
             // update the node version already in the read set and modified by split
             // if (!update_internode_version(node, orig_nv, new_nv))
             //     goto abort;
@@ -1163,6 +1172,9 @@ public:
                copy_row(e, &v);
             // lp.finish(0, *ti);
         }
+        if (old) {
+            Transaction::rcu_delete(old);
+        }
     }
 
     // TObject interface methods
@@ -1187,7 +1199,7 @@ public:
             // auto curr_nv = n->vers;
             // auto read_nv = item.template read_value<decltype(curr_nv)>();
             // return (curr_nv == read_nv);
-            return n->vers.cp_check_version(txn, item);
+            return (item.has_flag(self_upgrade_bit) || n->valid) && n->vers.cp_check_version(txn, item);
         } else {
             auto key = item.key<item_key_t>();
             auto e = key.internal_elem_ptr();
@@ -1446,7 +1458,11 @@ private:
         internal_elem* e = (internal_elem*) r.first;
 
         if (e) {
-            table_.remove(art_key, (TID) e);
+            node_type* old = table_.remove(art_key, (TID) e);
+            if (old) {
+                old->valid = false;
+                Transaction::rcu_delete(old);
+            }
             // lp.finish(-1, *ti);
             Transaction::rcu_delete(e);
             return true;
diff --git a/test/unit-artindex.cc b/test/unit-artindex.cc
index 50952ee8..8d945f99 100644
--- a/test/unit-artindex.cc
+++ b/test/unit-artindex.cc
@@ -96,12 +96,20 @@ class tart_wrapper : public keyval_db {
     tart_wrapper() {
     }
 
+    void insert(const char* key, uintptr_t val) {
+        insert({key, sizeof(key)}, val);
+    }
+
     void insert(lcdf::Str key, uintptr_t val) override {
         bool success;
         std::tie(success, std::ignore) = oi.insert_row(key, new oi_value{val});
         if (!success) throw Transaction::Abort();
     }
 
+    uintptr_t lookup(const char* key) {
+        return lookup({key, sizeof(key)});
+    }
+
     uintptr_t lookup(lcdf::Str key) override {
         uintptr_t ret;
         bool success;
@@ -117,6 +125,10 @@ class tart_wrapper : public keyval_db {
         return ret;
     }
 
+    void update(const char* key, uintptr_t val) {
+        update({key, sizeof(key)}, val);
+    }
+
     void update(lcdf::Str key, uintptr_t val) override {
         bool success;
         uintptr_t row;
@@ -128,6 +140,10 @@ class tart_wrapper : public keyval_db {
         oi.update_row(row, new_oiv);
     }
 
+    void erase(const char* key) {
+        erase({key, sizeof(key)});
+    }
+
     void erase(lcdf::Str key) override {
         oi.delete_row(key);
     }
@@ -248,183 +264,270 @@ void multiWrite() {
     printf("PASS: %s\n", __FUNCTION__);
 }
 
-void multiThreadWrites() {
-    wrapper_type aTART;
+void testEmptyErase() {
+    wrapper_type a;
+
+    const char* key1 = "hello world";
+
+    // deleting non-existent node
     {
         TransactionGuard t;
-        aTART.insert(absentkey2, 456);
+        a.erase(key1);
+        volatile auto x = a.lookup(key1);
+        a.insert(checkkey, 100);
+        assert(x == 0);
     }
 
-    TestTransaction t1(0);
-    aTART.insert(absentkey2, 123);
-
-    TestTransaction t2(0);
-    aTART.insert(absentkey2, 456);
-
-    assert(t1.try_commit());
-    assert(t2.try_commit());
-
     {
         TransactionGuard t;
-        // printf("to lookup\n");
-        volatile auto x = aTART.lookup(absentkey2);
-        // printf("looked\n");
-        assert(x == 456);
+        a.erase(key1);
+        volatile auto x = a.lookup(key1);
+        assert(x == 0);
+        a.insert(key1, 123);
+        a.erase(key1);
+        x = a.lookup(key1);
+        assert(x == 0);    
     }
-    printf("PASS: %s\n", __FUNCTION__);
 
+    printf("PASS: %s\n", __FUNCTION__);
 }
 
-void testReadDelete() {
-    wrapper_type aTART;
+void testUpgradeNode() {
+    wrapper_type a;
+    {
+        TransactionGuard t;
+        a.insert("1", 1);
+        a.insert("10", 1);
+        a.insert("11", 1);
+        a.insert("12", 1);
+        a.insert("15", 1);
+    }
+
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
-    assert(t0.try_commit());
+    a.lookup("13");
+    a.insert("14", 1);
 
-    TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 10);
+    TestTransaction t1(1);
+    a.insert("13", 1);
 
-    TestTransaction t2(0);
-    aTART.erase(absentkey1);
+    assert(t1.try_commit());
+    assert(!t0.try_commit());
 
-    assert(t2.try_commit());
-    assert(!t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__); 
+}
 
+void testUpgradeNode2() {
+    TART a;
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
-        assert(x == 0);
-        assert(y == 10);
+        a.transPut("1", 1);
+        a.transPut("10", 1);
+        // a.transPut("11", 1);
     }
 
-    printf("PASS: %s\n", __FUNCTION__);
-}
-
-void testReadWriteDelete() {
-    wrapper_type aTART;
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
+    a.transGet("13");
+    a.transPut("14", 1);
+    a.transPut("15",1);
+    a.transPut("16", 1);
     assert(t0.try_commit());
 
-    TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
+    TestTransaction t1(1);
+    a.transGet("13");
+    a.transPut("14", 1);
+    a.transPut("15",1);
+    a.transPut("16", 1);
 
-    TestTransaction t2(0);
-    aTART.erase(absentkey1);
+    assert(t1.try_commit());
+    printf("PASS: %s\n", __FUNCTION__); 
+}
 
-    assert(t2.try_commit());
-    assert(!t1.try_commit());
 
+void testUpgradeNode3() {
+    wrapper_type a;
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
-        assert(x == 0);
-        assert(y == 10);
+        a.insert("10", 1);
+        a.insert("11", 1);
     }
 
-    printf("PASS: %s\n", __FUNCTION__);
+    TestTransaction t0(0);
+    a.lookup("13");
+
+    TestTransaction t1(1);
+    a.insert("13", 1);
+
+    t0.use();
+    a.insert("14", 1);
+
+    assert(t1.try_commit());
+    assert(!t0.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__); 
 }
 
-void testReadDeleteInsert() {
-    wrapper_type aTART;
+void testUpgradeNode4() {
+    wrapper_type a;
+    {
+        TransactionGuard t;
+        a.insert("10", 1);
+        a.insert("11", 1);
+        a.insert("12", 1);
+    }
+
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
-    assert(t0.try_commit());
+    a.lookup("14");
+
+    TestTransaction t1(1);
+    a.insert("13", 1);
+    a.erase("10");
+    a.erase("11");
+    a.erase("11");
+    a.erase("13");
+    a.insert("14", 1);
+    a.insert("15", 1);
+    a.insert("16", 1);
+    a.insert("17", 1);
 
-    TestTransaction t1(0);
-    aTART.lookup(absentkey1);
-    aTART.insert(absentkey2, 123);
+    assert(t1.try_commit());
 
-    TestTransaction t2(0);
-    aTART.erase(absentkey1);
-    assert(t2.try_commit());
+    t0.use();
+    a.erase("14");
+    a.erase("15");
+    a.erase("16");
+    a.erase("17");
 
-    TestTransaction t3(0);
-    aTART.insert(absentkey1, 10);
-    assert(t3.try_commit());
-    assert(!t1.try_commit());
+    assert(!t0.try_commit());
+
+    printf("PASS: %s\n", __FUNCTION__); 
+}
+
+void testDowngradeNode() {
+    wrapper_type a;
 
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
-        assert(x == 10);
-        assert(y == 10);
+        a.insert("1", 1);
+        a.insert("10", 1);
+        a.insert("11", 1);
+        a.insert("12", 1);
+        a.insert("13", 1);
+        a.insert("14", 1);
     }
 
+    TestTransaction t0(0);
+    a.lookup("15");
+    a.insert("random", 1);
+
+    TestTransaction t1(1);
+    a.lookup("10");
+    a.insert("hummus", 1);
+
+    TestTransaction t2(2);
+    a.erase("15");
+    a.insert("linux", 1);
+
+    TestTransaction t3(1);
+    a.erase("14");
+    a.erase("13");
+    a.erase("12");
+    a.erase("11");
+    assert(t3.try_commit());
+
+    assert(!t0.try_commit());
+    assert(t1.try_commit());
+    assert(!t2.try_commit());
     printf("PASS: %s\n", __FUNCTION__);
 }
 
+void testSplitNode() {
+    TART a;
+    {
+        TransactionGuard t;
+        a.transPut("ab", 0);
+        a.transPut("1", 0);
+    }
 
-void testInsertDelete() {
-    wrapper_type aTART;
     TestTransaction t0(0);
-    aTART.insert(absentkey1, 10);
-    aTART.insert(absentkey2, 10);
-    assert(t0.try_commit());
+    a.transGet("ad");
+    a.transPut("12", 1);
 
-    TestTransaction t1(0);
-    aTART.insert(absentkey1, 123);
-    aTART.insert(absentkey2, 456);
+    TestTransaction t1(1);
+    a.transGet("abc");
+    a.transPut("13", 1);
 
-    TestTransaction t2(0);
-    aTART.erase(absentkey1);
-    assert(t2.try_commit());
+    TestTransaction t2(2);
+    a.transPut("ad", 1);
+    a.transPut("abc", 1);
 
+    assert(t2.try_commit());
+    assert(!t0.try_commit());
     assert(!t1.try_commit());
 
+    printf("PASS: %s\n", __FUNCTION__); 
+}
+
+void testSplitNode2() {
+    TART a;
     {
         TransactionGuard t;
-        volatile auto x = aTART.lookup(absentkey1);
-        volatile auto y = aTART.lookup(absentkey2);
-        assert(x == 0);
-        assert(y == 10);
+        a.transPut("aaa", 0);
+        a.transPut("aab", 0);
     }
 
-    printf("PASS: %s\n", __FUNCTION__);
-}
+    TestTransaction t0(0);
+    a.transGet("ab");
+    a.transPut("1", 0);
 
-void testEmptyErase() {
-    wrapper_type a;
+    TestTransaction t1(1);
+    a.transPut("ab", 0);
 
-    const char* key1 = "hello world";
+    assert(t1.try_commit());
+    assert(!t0.try_commit());
 
-    // deleting non-existent node
-    {
-        TransactionGuard t;
-        a.erase(key1);
-        volatile auto x = a.lookup(key1);
-        a.insert(checkkey, 100);
-        assert(x == 0);
-    }
+    printf("PASS: %s\n", __FUNCTION__); 
+}
 
+void testEmptySplit() {
+    TART a;
     {
         TransactionGuard t;
-        a.erase(key1);
-        volatile auto x = a.lookup(key1);
-        assert(x == 0);
-        a.insert(key1, 123);
-        a.erase(key1);
-        x = a.lookup(key1);
-        assert(x == 0);    
+        a.transPut("aaa", 1);
+        a.transPut("aab", 1);
     }
 
-    printf("PASS: %s\n", __FUNCTION__);
+    TestTransaction t0(0);
+    a.transGet("aac");
+    a.transPut("1", 0);
+
+    TestTransaction t1(1);
+    a.transRemove("aaa");
+    a.transRemove("aab");
+    assert(t1.try_commit());
+
+    TestTransaction t2(2);
+    a.transPut("aac", 0);
+    assert(t2.try_commit());
+
+    assert(!t0.try_commit());
 
+    printf("PASS: %s\n", __FUNCTION__); 
 }
 
 int main(int argc, char *argv[]) {
     testSimple();
     testSimpleErase();
     testAbsentErase();
+    testEmptyErase();
     multiWrite();
+    testUpgradeNode();
+    testUpgradeNode2();
+    testUpgradeNode3();
+    testUpgradeNode4();
+    testDowngradeNode();
+    testSplitNode();
+    testSplitNode2();
+    testEmptySplit();
 
     // keyval_db* db;
 

From e94b65993485d8cd17119a54b54ddecae2a7f7f8 Mon Sep 17 00:00:00 2001
From: Zachary Yedidia <zyedidia@gmail.com>
Date: Fri, 3 Aug 2018 16:00:06 -0400
Subject: [PATCH 116/116] Fix some problems

---
 benchmark/DB_index.hh   | 10 +++++++---
 benchmark/TPCC_bench.hh |  4 ++--
 benchmark/YCSB_bench.cc |  4 ++++
 benchmark/YCSB_bench.hh |  4 ++--
 4 files changed, 15 insertions(+), 7 deletions(-)

diff --git a/benchmark/DB_index.hh b/benchmark/DB_index.hh
index 5e90ecfd..9c1925f5 100644
--- a/benchmark/DB_index.hh
+++ b/benchmark/DB_index.hh
@@ -954,8 +954,10 @@ public:
             if (old) {
                 old->valid = false;
                 TransProxy old_item = Sto::item(this, get_internode_key(old));
-                if (!old_item.has_read()) {
-                    old_item.add_flags(self_upgrade_bit);
+                old_item.add_flags(self_upgrade_bit);
+                if (old_item.has_read()) {
+                    if (!register_internode_version(parent, parent->vers))
+                        goto abort;
                 }
             }
 
@@ -1173,7 +1175,9 @@ public:
             // lp.finish(0, *ti);
         }
         if (old) {
-            Transaction::rcu_delete(old);
+            // printf("hi\n");
+            // Transaction::rcu_delete(old);
+            delete old;
         }
     }
 
diff --git a/benchmark/TPCC_bench.hh b/benchmark/TPCC_bench.hh
index 670686ea..49ba2c99 100644
--- a/benchmark/TPCC_bench.hh
+++ b/benchmark/TPCC_bench.hh
@@ -116,8 +116,8 @@ public:
     using UIndex = unordered_index<K, V, DBParams>;
 
     template <typename K, typename V>
-    // using OIndex = ordered_index<K, V, DBParams>;
-    using OIndex = bench::tart_index<K, V, DBParams>;
+    using OIndex = ordered_index<K, V, DBParams>;
+    // using OIndex = bench::tart_index<K, V, DBParams>;
 
     // partitioned according to warehouse id
     typedef std::vector<warehouse_value>                 wh_table_type;
diff --git a/benchmark/YCSB_bench.cc b/benchmark/YCSB_bench.cc
index 33bda70b..c8af1410 100644
--- a/benchmark/YCSB_bench.cc
+++ b/benchmark/YCSB_bench.cc
@@ -195,6 +195,10 @@ class ycsb_access {
         workload_generation(runners, mode);
         std::cout << "Done." << std::endl;
 
+        pthread_t advancer;
+        pthread_create(&advancer, NULL, Transaction::epoch_advancer, NULL);
+        pthread_detach(advancer); 
+
         prof.start(profiler_mode);
         auto num_trans = run_benchmark(db, prof, runners, time_limit);
         prof.finish(num_trans);
diff --git a/benchmark/YCSB_bench.hh b/benchmark/YCSB_bench.hh
index 12d9287d..44f1b269 100644
--- a/benchmark/YCSB_bench.hh
+++ b/benchmark/YCSB_bench.hh
@@ -28,7 +28,7 @@ public:
     template <typename K, typename V>
     using UIndex = unordered_index<K, V, DBParams>;
 
-    typedef UIndex<ycsb_key, ycsb_value<DBParams>> ycsb_table_type;
+    typedef AIndex<ycsb_key, ycsb_value<DBParams>> ycsb_table_type;
 
     explicit ycsb_db() : ycsb_table_(ycsb_table_size) {}
 
@@ -37,7 +37,7 @@ public:
     }
 
     void table_thread_init() {
-        // ycsb_table_.thread_init();
+        ycsb_table_.thread_init();
     }
 
     void prepopulate();