1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
|
.. |tutorial_title| replace:: SQLAlchemy Unified Tutorial
.. |next| replace:: :doc:`engine`
.. footer_topic:: |tutorial_title|
Next Section: |next|
.. _unified_tutorial:
.. rst-class:: orm_core
============================
SQLAlchemy Unified Tutorial
============================
.. admonition:: About this document
The SQLAlchemy Unified Tutorial is integrated between the Core and ORM
components of SQLAlchemy and serves as a unified introduction to SQLAlchemy
as a whole. For users of SQLAlchemy within the 1.x series, in the
:term:`2.0 style` of working, the ORM uses Core-style querying with the
:func:`_sql.select` construct, and transactional semantics between Core
connections and ORM sessions are equivalent. Take note of the blue border
styles for each section, that will tell you how "ORM-ish" a particular
topic is!
Users who are already familiar with SQLAlchemy, and especially those
looking to migrate existing applications to work under the SQLAlchemy 2.0
series within the 1.4 transitional phase should check out the
:ref:`migration_20_toplevel` document as well.
For the newcomer, this document has a **lot** of detail, however by the
end they will be considered an **Alchemist**.
SQLAlchemy is presented as two distinct APIs, one building on top of the other.
These APIs are known as **Core** and **ORM**.
.. container:: core-header
**SQLAlchemy Core** is the foundational architecture for SQLAlchemy as a
"database toolkit". The library provides tools for managing connectivity
to a database, interacting with database queries and results, and
programmatic construction of SQL statements.
Sections that are **primarily Core-only** will not refer to the ORM.
SQLAlchemy constructs used in these sections will be imported from the
``sqlalchemy`` namespace. As an additional indicator of subject
classification, they will also include a **dark blue border on the right**.
When using the ORM, these concepts are still in play but are less often
explicit in user code. ORM users should read these sections, but not expect
to be using these APIs directly for ORM-centric code.
.. container:: orm-header
**SQLAlchemy ORM** builds upon the Core to provide optional **object
relational mapping** capabilities. The ORM provides an additional
configuration layer allowing user-defined Python classes to be **mapped**
to database tables and other constructs, as well as an object persistence
mechanism known as the **Session**. It then extends the Core-level
SQL Expression Language to allow SQL queries to be composed and invoked
in terms of user-defined objects.
Sections that are **primarily ORM-only** should be **titled to
include the phrase "ORM"**, so that it's clear this is an ORM related topic.
SQLAlchemy constructs used in these sections will be imported from the
``sqlalchemy.orm`` namespace. Finally, as an additional indicator of
subject classification, they will also include a **light blue border on the
left**. Core-only users can skip these.
.. container:: core-header, orm-dependency
**Most** sections in this tutorial discuss **Core concepts that
are also used explicitly with the ORM**. SQLAlchemy 2.0 in particular
features a much greater level of integration of Core API use within the
ORM.
For each of these sections, there will be **introductory text** discussing the
degree to which ORM users should expect to be using these programming
patterns. SQLAlchemy constructs in these sections will be imported from the
``sqlalchemy`` namespace with some potential use of ``sqlalchemy.orm``
constructs at the same time. As an additional indicator of subject
classification, these sections will also include **both a thinner light
border on the left, and a thicker dark border on the right**. Core and ORM
users should familiarize with concepts in these sections equally.
Tutorial Overview
=================
The tutorial will present both concepts in the natural order that they
should be learned, first with a mostly-Core-centric approach and then
spanning out into more ORM-centric concepts.
The major sections of this tutorial are as follows:
.. toctree::
:hidden:
:maxdepth: 10
engine
dbapi_transactions
metadata
data
orm_data_manipulation
orm_related_objects
further_reading
* :ref:`tutorial_engine` - all SQLAlchemy applications start with an
:class:`_engine.Engine` object; here's how to create one.
* :ref:`tutorial_working_with_transactions` - the usage API of the
:class:`_engine.Engine` and its related objects :class:`_engine.Connection`
and :class:`_result.Result` are presented here. This content is Core-centric
however ORM users will want to be familiar with at least the
:class:`_result.Result` object.
* :ref:`tutorial_working_with_metadata` - SQLAlchemy's SQL abstractions as well
as the ORM rely upon a system of defining database schema constructs as
Python objects. This section introduces how to do that from both a Core and
an ORM perspective.
* :ref:`tutorial_working_with_data` - here we learn how to create, select,
update and delete data in the database. The so-called :term:`CRUD`
operations here are given in terms of SQLAlchemy Core with links out towards
their ORM counterparts. The SELECT operation that is introduced in detail at
:ref:`tutorial_selecting_data` applies equally well to Core and ORM.
* :ref:`tutorial_orm_data_manipulation` covers the persistence framework of the
ORM; basically the ORM-centric ways to insert, update and delete, as well as
how to handle transactions.
* :ref:`tutorial_orm_related_objects` introduces the concept of the
:func:`_orm.relationship` construct and provides a brief overview
of how it's used, with links to deeper documentation.
* :ref:`tutorial_further_reading` lists a series of major top-level
documentation sections which fully document the concepts introduced in this
tutorial.
.. rst-class:: core-header, orm-dependency
Version Check
-------------
This tutorial is written using a system called `doctest
<https://docs.python.org/3/library/doctest.html>`_. All of the code excerpts
written with a ``>>>`` are actually run as part of SQLAlchemy's test suite, and
the reader is invited to work with the code examples given in real time with
their own Python interpreter.
If running the examples, it is advised that the reader performs a quick check to
verify that we are on **version 2.0** of SQLAlchemy:
.. sourcecode:: pycon+sql
>>> import sqlalchemy
>>> sqlalchemy.__version__ # doctest: +SKIP
2.0.0
|
