简单数据库实现——Part12 - 扫描多级B树

简单数据库实现——Part12 - 扫描多级B树

我们现在支持构造一个多级B树,但是这破坏了select语句。下面是一个测试用例,他插入15行,然后尝试打印它们。

+  it 'prints all rows in a multi-level tree' do
+    script = []
+    (1..15).each do |i|
+      script << "insert #{i} user#{i} person#{i}@example.com"
+    end
+    script << "select"
+    script << ".exit"
+    result = run_script(script)
+
+    expect(result[15...result.length]).to match_array([
+      "db > (1, user1, [email protected])",
+      "(2, user2, [email protected])",
+      "(3, user3, [email protected])",
+      "(4, user4, [email protected])",
+      "(5, user5, [email protected])",
+      "(6, user6, [email protected])",
+      "(7, user7, [email protected])",
+      "(8, user8, [email protected])",
+      "(9, user9, [email protected])",
+      "(10, user10, [email protected])",
+      "(11, user11, [email protected])",
+      "(12, user12, [email protected])",
+      "(13, user13, [email protected])",
+      "(14, user14, [email protected])",
+      "(15, user15, [email protected])",
+      "Executed.", "db > ",
+    ])
+  end

但是当我们运行时,实际上会发生:

db > select
(2, user1, [email protected])
Executed.

很奇怪只打印了一行,而且这一行也损坏了。这是因为execute_select()从表的开头开始,而我们现在的table_start()返回的是根节点的0号元素。但是根节点现在是一个内部节点,它不包含任何行数据。我们打印的数据是当根节点还是一个叶节点的时候遗留的数据。execute_select()实际上应该返回最左侧的叶节点的0号元素。

所以让我们先删除旧的部分:

-Cursor* table_start(Table* table) {
-  Cursor* cursor = malloc(sizeof(Cursor));
-  cursor->table = table;
-  cursor->page_num = table->root_page_num;
-  cursor->cell_num = 0;
-
-  void* root_node = get_page(table->pager, table->root_page_num);
-  uint32_t num_cells = *leaf_node_num_cells(root_node);
-  cursor->end_of_table = (num_cells == 0);
-
-  return cursor;
-}

然后添加一个新的搜索,实现查找最小key。如果key0不存在,则返回最小的id所在的位置。

+Cursor* table_start(Table* table) {
+  Cursor* cursor =  table_find(table, 0);
+
+  void* node = get_page(table->pager, cursor->page_num);
+  uint32_t num_cells = *leaf_node_num_cells(node);
+  cursor->end_of_table = (num_cells == 0);
+
+  return cursor;
+}

通过以上更改,它依然只打印一个节点里的行数据。

db > select
(1, user1, person1@example.com)
(2, user2, person2@example.com)
(3, user3, person3@example.com)
(4, user4, person4@example.com)
(5, user5, person5@example.com)
(6, user6, person6@example.com)
(7, user7, person7@example.com)
Executed.
db >

有15个元素,我们的B树由一个内部节点和两个叶节点组成,像这样:

structure of our btree

为了扫描所有表,我们需要在到达第一个叶节点最后的时候跳转到第二个叶节点。为此,我们将在叶节点的头部保存一个叫next_leaf的新字段,它将在右侧保存叶节点的兄弟节点的页码。最右边的叶节点的next_leaf值为0,表示没有兄弟节点。

更新头部:

 const uint32_t LEAF_NODE_NUM_CELLS_SIZE = sizeof(uint32_t);
 const uint32_t LEAF_NODE_NUM_CELLS_OFFSET = COMMON_NODE_HEADER_SIZE;
-const uint32_t LEAF_NODE_HEADER_SIZE =
-    COMMON_NODE_HEADER_SIZE + LEAF_NODE_NUM_CELLS_SIZE;
+const uint32_t LEAF_NODE_NEXT_LEAF_SIZE = sizeof(uint32_t);
+const uint32_t LEAF_NODE_NEXT_LEAF_OFFSET =
+    LEAF_NODE_NUM_CELLS_OFFSET + LEAF_NODE_NUM_CELLS_SIZE;
+const uint32_t LEAF_NODE_HEADER_SIZE = COMMON_NODE_HEADER_SIZE +
+                                       LEAF_NODE_NUM_CELLS_SIZE +
+                                       LEAF_NODE_NEXT_LEAF_SIZE;

添加访问新字段的方法:

+uint32_t* leaf_node_next_leaf(void* node) {
+  return node + LEAF_NODE_NEXT_LEAF_OFFSET;
+}

初始化新叶节点时,默认将next_leaf设置为0。

@@ -322,6 +330,7 @@ void initialize_leaf_node(void* node) {
   set_node_type(node, NODE_LEAF);
   set_node_root(node, false);
   *leaf_node_num_cells(node) = 0;
+  *leaf_node_next_leaf(node) = 0;  // 0 represents no sibling
 }

当我们拆分一个叶节点时,要更新同级指针。旧叶节点的兄弟变成了新叶节点,而新叶节点的兄弟变成了旧叶节点的兄弟。

@@ -659,6 +671,8 @@ void leaf_node_split_and_insert(Cursor* cursor, uint32_t key, Row* value) {
   uint32_t new_page_num = get_unused_page_num(cursor->table->pager);
   void* new_node = get_page(cursor->table->pager, new_page_num);
   initialize_leaf_node(new_node);
+  *leaf_node_next_leaf(new_node) = *leaf_node_next_leaf(old_node);
+  *leaf_node_next_leaf(old_node) = new_page_num;

还需要更新几个常量:

   it 'prints constants' do
     script = [
       ".constants",
@@ -199,9 +228,9 @@ describe 'database' do
       "db > Constants:",
       "ROW_SIZE: 293",
       "COMMON_NODE_HEADER_SIZE: 6",
-      "LEAF_NODE_HEADER_SIZE: 10",
+      "LEAF_NODE_HEADER_SIZE: 14",
       "LEAF_NODE_CELL_SIZE: 297",
-      "LEAF_NODE_SPACE_FOR_CELLS: 4086",
+      "LEAF_NODE_SPACE_FOR_CELLS: 4082",
       "LEAF_NODE_MAX_CELLS: 13",
       "db > ",
     ])

现在,当我们希望将游标移动到叶节点的末尾,我们可以不断查询叶节点是否有兄弟节点,如果有就不停往后跳,如果没有,则说明已经在末尾了。

@@ -428,7 +432,15 @@ void cursor_advance(Cursor* cursor) {
 
   cursor->cell_num += 1;
   if (cursor->cell_num >= (*leaf_node_num_cells(node))) {
-    cursor->end_of_table = true;
+    /* Advance to next leaf node */
+    uint32_t next_page_num = *leaf_node_next_leaf(node);
+    if (next_page_num == 0) {
+      /* This was rightmost leaf */
+      cursor->end_of_table = true;
+    } else {
+      cursor->page_num = next_page_num;
+      cursor->cell_num = 0;
+    }
   }
 }

通过以上更改,我们可以打印15行了。

db > select
(1, user1, [email protected])
(2, user2, [email protected])
(3, user3, [email protected])
(4, user4, [email protected])
(5, user5, [email protected])
(6, user6, [email protected])
(7, user7, [email protected])
(8, user8, [email protected])
(9, user9, [email protected])
(10, user10, [email protected])
(11, user11, [email protected])
(12, user12, [email protected])
(13, user13, [email protected])
(1919251317, 14, [email protected])
(15, user15, [email protected])
Executed.
db >

但是有一个看起来不正确。

(1919251317, 14, [email protected])

这是因为在分裂叶节点时有一个错误:

@@ -676,7 +690,9 @@ void leaf_node_split_and_insert(Cursor* cursor, uint32_t key, Row* value) {
     void* destination = leaf_node_cell(destination_node, index_within_node);
 
     if (i == cursor->cell_num) {
-      serialize_row(value, destination);
+      serialize_row(value,
+                    leaf_node_value(destination_node, index_within_node));
+      *leaf_node_key(destination_node, index_within_node) = key;
     } else if (i > cursor->cell_num) {
       memcpy(destination, leaf_node_cell(old_node, i - 1), LEAF_NODE_CELL_SIZE);
     } else {

记住叶节点中的每个单元首先包含一个键,然后才是一个值。

Original leaf node format
现在,我们的输出终于和预期一样了。

db > select
(1, user1, [email protected])
(2, user2, [email protected])
(3, user3, [email protected])
(4, user4, [email protected])
(5, user5, [email protected])
(6, user6, [email protected])
(7, user7, [email protected])
(8, user8, [email protected])
(9, user9, [email protected])
(10, user10, [email protected])
(11, user11, [email protected])
(12, user12, [email protected])
(13, user13, [email protected])
(14, user14, [email protected])
(15, user15, [email protected])
Executed.
db >
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转载自blog.csdn.net/Radium_1209/article/details/104219629