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Add cookbook documentation section
commita92064cefa428bde27775671cf92f324770dd4a9 authorOllie Charles <ollie@ocharles.org.uk> dateFri 2 Apr 2021, 11:42 (6 years ago) parent7517c95
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1+Cookbook
2+========
3+
4+This cookbook exists to help you easily form Rel8 queries. It's main purpose is
5+to help those familiar with SQL to translate their queries into Rel8
6+``Query``\s.
7+
8+``SELECT * FROM table``
9+-----------------------
10+
11+To select from a table, use ``each``.
12+
13+Inner joins
14+-----------
15+
16+To perform an inner join against two queries, use ``where_`` with a join
17+condition. For example, the following SQL:
18+
19+.. code-block:: sql
20+
21+ SELECT * FROM table_a JOIN table_b ON table_a.x = table_b.y
22+
23+can be written as::
24+
25+ myQuery = do
26+ a <- each tableA
27+ b <- each tableB
28+ where_ $ tableAX a ==. tableBY b
29+
30+Left (outer) joins
31+------------------
32+
33+A ``LEFT JOIN`` query is performed by using ``optional``.
34+
35+For example, the query:
36+
37+.. code-block:: sql
38+
39+ SELECT * FROM table_a LEFT JOIN table_b ON table_a.x = table_b.y
40+
41+can be written as::
42+
43+ myQuery = do
44+ a <- each tableA
45+
46+ maybeB <- optional do
47+ b <- each tableB
48+ where_ $ tableAX a ==. tableBY b
49+
50+ return (a, maybeB)
51+
52+Note that ``maybeB`` here will be a ``MaybeTable``, which is the Rel8
53+``Query``-equivalent of ``Maybe``. This allows you to observe if a left join
54+has succeeded or failed.
55+
56+Ordering results
57+----------------
58+
59+A ``Query`` by default has no ordering - just like in SQL. If you rows back in
60+a certain order, you can use ``orderBy`` with an ``Order``.
61+
62+For example, the query:
63+
64+.. code-block:: sql
65+
66+ SELECT * FROM my_table ORDER BY my_table.id ASC, my_table.x DESC NULLS FIRST
67+
68+can be written as::
69+
70+ myQuery =
71+ orderBy (mconcat [ myTableId >$< asc, myTableX >$< nullsFirst desc ]) $
72+ each myTableSchema
73+
74+Note that we use ``>$<`` (from ``Data.Functor.Contravariant``) to select table
75+columns, and we can use `mconcat` to combine orderings.
76+
77+If all columns of a table have an ordering, you can also use ``ascTable`` and
78+``descTable``. For example::
79+
80+ myQuery = orderBy ascTable $ each myTableSchema
81+
82+Aggregations
83+------------
84+
85+Aggregations in Rel8 work by using ``aggregate``, which takes a ``Query
86+(Aggregate a)`` and gives you back a ``Query a``.
87+
88+The following query:
89+
90+.. code-block:: sql
91+
92+ SELECT sum(foo), count(distinct bar) FROM table_a
93+
94+can be written as::
95+
96+ myQuery = aggregate do
97+ a <- each tableA
98+ return $ liftF2 (,) (sum (foo a)) (countDistinct (bar a))
99+
100+where ``liftF2`` comes from ``Data.Functor.Apply`` from the ``semigroupoids``
101+library.
102+
103+Combining aggregations
104+----------------------
105+
106+As ``Aggregate`` is an instance of ``Apply`` (which is very similar to
107+``Applicative``), individual aggregations can be combined. For example, one way
108+to take the average rating would be to write the query:
109+
110+.. code-block:: sql
111+
112+ SELECT sum(rating.score) / count(rating.score) FROM rating
113+
114+In Rel8, we can write this as::
115+
116+ myQuery = aggregate do
117+ rating <- each ratingSchema
118+ return $ liftF2 (/) (sum (score rating)) (count (score rating))
119+
120+You can also use ``RebindableSyntax`` and ``ApplicativeDo``::
121+
122+ {-# language ApplicativeDo, RebindableSyntax #-}
123+
124+ import Data.Functor.Apply ((<.>))
125+
126+ myQuery = aggregate do
127+ rating <- each ratingSchema
128+ return do
129+ scoreSum <- sum (score rating)
130+ numberOfRatings <- count (score rating)
131+ return (scoreSum / numberOfRatings)
132+ where (<*>) = (<.>)
133+
134+For large aggregations, this can often make queries easier to read.
135+
136+Tree-like queries
137+-----------------
138+
139+Rel8 has a fairly unique feature in that it's able to return not just lists of
140+rows, but can also return *tree*\s.
141+
142+To understand what this means, we'll consider a small example query for blog
143+posts. We want our query to return:
144+
145+1. The latest 5 blog posts.
146+2. For each blog post, all tags.
147+3. For each blog post, the latest 3 comments.
148+
149+In Rel8, we can write this query as::
150+
151+ latestBlogPosts = do
152+ post <- each postSchema
153+
154+ tags <- aggregate do
155+ tag <- each tagSchema
156+ where_ (tagPostId tag ==. postId post)
157+ return (listAgg (tagName tag))
158+
159+ latestComments <-
160+ many $
161+ limit 3 $
162+ orderBy (commentCreatedAt >$< desc) do
163+ comment <- each commentSchema
164+ where (commentPostId comment ==. postId post)
165+
166+ return (post, tags, latestComments)
167+
docs/index.rst+1
@@ -21,6 +21,7 @@ The main objectives of Rel8 are:
2121 :caption: Contents:
2222
2323 tutorial
24+ cookbook
2425
2526
2627More Resources