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Abuhujair Javed
Postgres FD Implementation
Commits
cd550c76
Commit
cd550c76
authored
Feb 15, 1999
by
Bruce Momjian
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Update optimizer readme.
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390d5e9f
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src/backend/optimizer/README
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src/backend/optimizer/README
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cd550c76
...
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@@ -3,25 +3,24 @@ Summary
The optimizer generates optimial query plans by doing several steps:
1) Take each relation in a query, and make a RelOptInfo structure for it.
Find each way of accessing the relation, called a Path, including
sequential and index scans, and add it to the RelOptInfo.path_order
list.
1) Take each relation in a query, and make a RelOptInfo structure for
it. Find each way of accessing the relation, called a Path, including
sequential and index scans, and add it to RelOptInfo.pathlist.
2) Join each RelOptInfo to each other RelOptInfo as specified in the
WHERE clause. At this point each RelOptInfo is a single relation, so
you are joining every relation to every relation
it is joined to in the
WHERE
clause.
you are joining every relation to every relation
as joined in the WHERE
clause.
Joins occur using two RelOptInfos. One is outer, the other inner.
Outers drive lookups of values in the inner. In a nested loop, lookups
of values in the inner occur by scanning to find each matching inner
row. In a mergejoin, inner
rows are ordered, and are accessed in order,
so only one scan of inner is required to perform the entire join. In a
hashjoin, inner rows are hashed for lookups.
row. In a mergejoin, inner
and outer rows are ordered, and are accessed
in order, so only one scan of inner is required to perform the entire
join. In a
hashjoin, inner rows are hashed for lookups.
Each unique join combination becomes a new RelOptInfo. The RelOptInfo
is now the joining of two relations. RelOptInfo.path
_order
are various
is now the joining of two relations. RelOptInfo.path
list
are various
paths to create the joined result, having different orderings depending
on the join method used.
...
...
@@ -30,27 +29,34 @@ a new relation added to each RelOptInfo. This continues until all
relations have been joined into one RelOptInfo, and the cheapest Path is
chosen.
SELECT *
FROM tab1, tab2, tab3, tab4
WHERE tab1.col = tab2.col AND
tab2.col = tab3.col AND
tab3.col = tab4.col
Tables 1, 2, 3, and 4 are joined as:
{1 2},{2 3},{3 4}
{1 2 3},{2 3 4}
{1 2 3 4}
SELECT *
FROM tab1, tab2, tab3, tab4
WHERE tab1.col = tab2.col AND
tab1.col = tab3.col AND
tab1.col = tab4.col
Tables 1, 2, 3, and 4 are joined as:
{1 2},{1 3},{1 4}
{1 2 3},{1 3 4},{1,2,4}
{1 2 3 4}
SELECT *
FROM tab1, tab2, tab3, tab4
WHERE tab1.col = tab2.col AND
tab2.col = tab3.col AND
tab3.col = tab4.col
Tables 1, 2, 3, and 4 are joined as:
{1 2},{2 3},{3 4}
{1 2 3},{2 3 4}
{1 2 3 4}
SELECT *
FROM tab1, tab2, tab3, tab4
WHERE tab1.col = tab2.col AND
tab1.col = tab3.col AND
tab1.col = tab4.col
Tables 1, 2, 3, and 4 are joined as:
{1 2},{1 3},{1 4}
{1 2 3},{1 3 4},{1,2,4}
{1 2 3 4}
In the default left-handed joins, each RelOptInfo adds one
single-relation RelOptInfo in each join pass, and the added RelOptInfo
is always the inner relation in the join. In right-handed joins, the
added RelOptInfo is the outer relation in the join. In bushy plans,
multi-relation RelOptInfo's can be joined to other multi-relation
RelOptInfo's.
Optimizer Functions
-------------------
...
...
@@ -95,28 +101,28 @@ planner()
---subplanner()
make list of relations in target
make list of relations in where clause
split up the qual into restrictions (a=1) and joins (b=c)
find
which relation
s can do merge sort and hash joins
----
find_paths
()
find scan and all index paths for each relation not yet joined
one relation, retur
n
find selectivity of columns used in joins
-----
find_join_path
s()
split up the qual into restrictions (a=1) and joins (b=c)
find
relation clause
s can do merge sort and hash joins
----
make_one_rel
()
set_base_rel_pathlist()
find scan and all index paths for each relatio
n
find selectivity of columns used in joins
-----
make_one_rel_by_join
s()
jump to geqo if needed
again:
find_join_rel
s():
make_rels_by_join
s():
for each joinrel:
find
_clause_joins()
for each
join on joinrel
:
make_rels_by
_clause_joins()
for each
rel's joininfo list
:
if a join from the join clause adds only one relation, do the join
or
find
_clauseless_joins()
find_all_join_path
s()
generate
paths(nested,sortmerge) for joins found in find_join_rels()
prune_joinrel
s()
remove from the join list the relation we just added to each join
prune_rel_paths
()
set cheapest
and perhaps remove unordered path, recompute table sizes
if
we have not done all the tables, go to again:
or
make_rels_by
_clauseless_joins()
update_rels_pathlist_for_join
s()
generate
nested,merge,hash join paths for new rel's created above
merge_rels_with_same_relid
s()
merge RelOptInfo paths that have the same relids because of joins
rels_set_cheapest
()
set cheapest
path
if
all relations in one RelOptInfo, return
do group(GROUP)
do aggregate
put back constants
...
...
@@ -129,17 +135,15 @@ planner()
Optimizer Structures
--------------------
RelOptInfo - Every relation
RestrictInfo - restriction clauses
JoinInfo - join combinations
Path - every way to access a relation(sequential, index)
IndexPath - index scans
RelOptInfo - a relation or joined relations
JoinPath - joins
MergePath - merge joins
HashPath - hash joins
RestrictInfo - restriction clauses
JoinInfo - join clauses
PathOrder - every ordering type (sort, merge of relations)
Path - every way to generate a RelOptInfo(sequential,index,joins)
IndexPath - index scans
NestPath - nested joins
MergePath - merge joins
HashPath - hash joins
PathOrder - every ordering type (sort, merge of relations)
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