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1The prio_tree.c code indexes vmas using 3 different indexes:
2	* heap_index  = vm_pgoff + vm_size_in_pages : end_vm_pgoff
3	* radix_index = vm_pgoff : start_vm_pgoff
4	* size_index = vm_size_in_pages
5
6A regular radix-priority-search-tree indexes vmas using only heap_index and
7radix_index. The conditions for indexing are:
8	* ->heap_index >= ->left->heap_index &&
9		->heap_index >= ->right->heap_index
10	* if (->heap_index == ->left->heap_index)
11		then ->radix_index < ->left->radix_index;
12	* if (->heap_index == ->right->heap_index)
13		then ->radix_index < ->right->radix_index;
14	* nodes are hashed to left or right subtree using radix_index
15	  similar to a pure binary radix tree.
16
17A regular radix-priority-search-tree helps to store and query
18intervals (vmas). However, a regular radix-priority-search-tree is only
19suitable for storing vmas with different radix indices (vm_pgoff).
20
21Therefore, the prio_tree.c extends the regular radix-priority-search-tree
22to handle many vmas with the same vm_pgoff. Such vmas are handled in
232 different ways: 1) All vmas with the same radix _and_ heap indices are
24linked using vm_set.list, 2) if there are many vmas with the same radix
25index, but different heap indices and if the regular radix-priority-search
26tree cannot index them all, we build an overflow-sub-tree that indexes such
27vmas using heap and size indices instead of heap and radix indices. For
28example, in the figure below some vmas with vm_pgoff = 0 (zero) are
29indexed by regular radix-priority-search-tree whereas others are pushed
30into an overflow-subtree. Note that all vmas in an overflow-sub-tree have
31the same vm_pgoff (radix_index) and if necessary we build different
32overflow-sub-trees to handle each possible radix_index. For example,
33in figure we have 3 overflow-sub-trees corresponding to radix indices
340, 2, and 4.
35
36In the final tree the first few (prio_tree_root->index_bits) levels
37are indexed using heap and radix indices whereas the overflow-sub-trees below
38those levels (i.e. levels prio_tree_root->index_bits + 1 and higher) are
39indexed using heap and size indices. In overflow-sub-trees the size_index
40is used for hashing the nodes to appropriate places.
41
42Now, an example prio_tree:
43
44  vmas are represented [radix_index, size_index, heap_index]
45                 i.e., [start_vm_pgoff, vm_size_in_pages, end_vm_pgoff]
46
47level  prio_tree_root->index_bits = 3
48-----
49												_
50  0			 				[0,7,7]					 |
51  							/     \					 |
52				      ------------------       ------------			 |     Regular
53  				     /					   \			 |  radix priority
54  1		 		[1,6,7]					  [4,3,7]		 |   search tree
55  				/     \					  /     \		 |
56			 -------       -----			    ------       -----		 |  heap-and-radix
57			/		    \			   /		      \		 |      indexed
58  2		    [0,6,6]	 	   [2,5,7]		[5,2,7]		    [6,1,7]	 |
59		    /     \		   /     \		/     \		    /     \	 |
60  3		[0,5,5]	[1,5,6]		[2,4,6]	[3,4,7]	    [4,2,6] [5,1,6]	[6,0,6]	[7,0,7]	 |
61		   /			   /		       /		   		_
62                  /		          /		      /					_
63  4	      [0,4,4]		      [2,3,5]		   [4,1,5]				 |
64  		 /			 /		      /					 |
65  5	     [0,3,3]		     [2,2,4]		  [4,0,4]				 |  Overflow-sub-trees
66  		/			/							 |
67  6	    [0,2,2]		    [2,1,3]							 |    heap-and-size
68  	       /		       /							 |       indexed
69  7	   [0,1,1]		   [2,0,2]							 |
70  	      /											 |
71  8	  [0,0,0]										 |
72  												_
73
74Note that we use prio_tree_root->index_bits to optimize the height
75of the heap-and-radix indexed tree. Since prio_tree_root->index_bits is
76set according to the maximum end_vm_pgoff mapped, we are sure that all
77bits (in vm_pgoff) above prio_tree_root->index_bits are 0 (zero). Therefore,
78we only use the first prio_tree_root->index_bits as radix_index.
79Whenever index_bits is increased in prio_tree_expand, we shuffle the tree
80to make sure that the first prio_tree_root->index_bits levels of the tree
81is indexed properly using heap and radix indices.
82
83We do not optimize the height of overflow-sub-trees using index_bits.
84The reason is: there can be many such overflow-sub-trees and all of
85them have to be suffled whenever the index_bits increases. This may involve
86walking the whole prio_tree in prio_tree_insert->prio_tree_expand code
87path which is not desirable. Hence, we do not optimize the height of the
88heap-and-size indexed overflow-sub-trees using prio_tree->index_bits.
89Instead the overflow sub-trees are indexed using full BITS_PER_LONG bits
90of size_index. This may lead to skewed sub-trees because most of the
91higher significant bits of the size_index are likely to be 0 (zero). In
92the example above, all 3 overflow-sub-trees are skewed. This may marginally
93affect the performance. However, processes rarely map many vmas with the
94same start_vm_pgoff but different end_vm_pgoffs. Therefore, we normally
95do not require overflow-sub-trees to index all vmas.
96
97From the above discussion it is clear that the maximum height of
98a prio_tree can be prio_tree_root->index_bits + BITS_PER_LONG.
99However, in most of the common cases we do not need overflow-sub-trees,
100so the tree height in the common cases will be prio_tree_root->index_bits.
101
102It is fair to mention here that the prio_tree_root->index_bits
103is increased on demand, however, the index_bits is not decreased when
104vmas are removed from the prio_tree. That's tricky to do. Hence, it's
105left as a home work problem.
106
107
108