xo
xo
is a command-line tool to generate idiomatic code for different
languages code based on a database schema or a custom query.
Supported languages
At the moment, xo
only supports Go. Support for other
languages will come soon.
How it works
In schema mode, xo
connects to your database and generates code using Go
templates. xo
works by using database metadata and SQL introspection queries to
discover the types and relationships contained within a schema, and applying a
standard set of base (or customized) Go templates against the
discovered relationships.
Currently, xo
can generate types for tables, enums, stored procedures, and
custom SQL queries for PostgreSQL, MySQL, Oracle, Microsoft SQL Server, and
SQLite3 databases.
Note: While the code generated by xo is production quality, it is not the
goal, nor the intention for xo to be a "silver bullet," nor to completely
eliminate the manual authoring of SQL / Go code.
In query mode, xo
parses your query to generate code from Go templates.
It finds related tables in your database to ensure type safety.
Database Feature Support
The following is a matrix of the feature support for each database:
|
PostgreSQL |
MySQL |
Oracle |
Microsoft SQL Server |
SQLite |
Models |
✅ |
✅ |
✅ |
✅ |
✅ |
Primary Keys |
✅ |
✅ |
✅ |
✅ |
✅ |
Foreign Keys |
✅ |
✅ |
✅ |
✅ |
✅ |
Indexes |
✅ |
✅ |
✅ |
✅ |
✅ |
Stored Procs |
✅ |
✅ |
✅ |
✅ |
✅ |
Functions |
✅ |
✅ |
✅ |
✅ |
✅ |
ENUM types |
✅ |
✅ |
|
|
|
Custom types |
✅ |
|
|
|
|
Installation
Install xo
in the usual Go way:
$ go install github.com/KousukeUchiyama/xo@latest
Note: Go 1.16+ is needed for building xo
from source.
Quickstart
The following is a quick overview of using xo
on the command-line:
# Make an output directory for generated code.
$ mkdir -p models
# Generate code from your Postgres schema. (Default output folder is models)
$ xo schema postgres://user:pass@host/dbname
# Generate code from a Microsoft SQL schema using a custom template directory (see notes below)
$ mkdir -p mssqlmodels
$ xo schema mssql://user:pass@host/dbname -o mssqlmodels --src custom/templates
# Generate code from a custom SQL query for Postgres
$ xo query postgres://user:pass@host/dbname -M -B -T -2 AuthorResult << ENDSQL
SELECT
a.name::varchar AS name,
b.type::integer AS my_type
FROM authors a
INNER JOIN authortypes b ON a.id = b.author_id
WHERE
a.id = %%authorID int%%
LIMIT %%limit int%%
ENDSQL
# Build generated code - verify it compiles
$ go build ./models/
$ go build ./mssqlmodels/
Command Line Options
The following are xo
's command-line commands, arguments, and options:
$ xo --help-long
usage: xo [<flags>] <command> [<args> ...]
Flags:
--help Show context-sensitive help (also try --help-long and
--help-man).
-v, --verbose enable verbose output
--version display version and exit
Commands:
help [<command>...]
Show help.
query [<flags>] <DSN>
Generate code for a database custom query from a template.
-s, --schema=<name> database schema name
-t, --template=go template type (createdb, dot, go, json, yaml;
default: go)
-f, --suffix=<ext> file extension suffix for generated files
(otherwise set by template type)
-o, --out=models out path (default: models)
-a, --append enable append mode
-S, --single=<file> enable single file output
-D, --debug debug generated code (writes generated code
to disk without post processing)
-Q, --query="" custom database query (uses stdin if not
provided)
-T, --type=<name> type name
--type-comment="" type comment
-F, --func=<name> func name
--func-comment="" func comment
-M, --trim enable trimming whitespace
-B, --strip enable stripping type casts
-1, --one enable returning single (only one) result
-l, --flat enable returning unstructured values
-X, --exec enable exec (no introspection performed)
-I, --interpolate enable interpolation of embedded params
-L, --delimiter=%% delimiter used for embedded params (default:
%%)
-Z, --fields=<field> override field names for results
-U, --allow-nulls allow result fields with NULL values
-d, --src=<path> template source directory
-2, --go-not-first disable package comment (ie, not first
generated file)
--go-int32=int int32 type (default: int)
--go-uint32=uint uint32 type (default: uint)
--go-pkg=<name> package name
--go-tag="" ... build tags
--go-import="" ... package imports
--go-uuid=<pkg> uuid type package
--go-custom=<name> package name for custom types
--go-conflict=Val name conflict suffix (default: Val)
--go-initialism=<val> ... add initialism (i.e ID, API, URI)
--go-esc=none ... escape fields (none, schema, table, column,
all; default: none)
-g, --go-field-tag=<tag> field tag
--go-context=only context mode (disable, both, only; default:
only)
--go-inject="" insert code into generated file headers
--go-inject-file=<file> insert code into generated file headers from
a file
--go-legacy enables legacy v1 template funcs
--go-enum-table-prefix enables table name prefix to enums
--json-indent=" " indent spacing
--json-ugly disable indentation
schema [<flags>] <DSN>
Generate code for a database schema from a template.
-s, --schema=<name> database schema name
-t, --template=go template type (createdb, dot, go, json, yaml;
default: go)
-f, --suffix=<ext> file extension suffix for generated files
(otherwise set by template type)
-o, --out=models out path (default: models)
-a, --append enable append mode
-S, --single=<file> enable single file output
-D, --debug debug generated code (writes generated code
to disk without post processing)
-k, --fk-mode=smart foreign key resolution mode (smart, parent,
field, key; default: smart)
-i, --include=<glob> ... include types (<type>)
-e, --exclude=<glob> ... exclude types/fields (<type>[.<field>])
-j, --use-index-names use index names as defined in schema for
generated code
-d, --src=<path> template source directory
--createdb-fmt=<path> fmt command (default:
/home/ken/.npm-global/bin/sql-formatter)
--createdb-fmt-opts=<opts> ...
fmt options (default: -u, -l={{ . }}, -i=2,
--lines-between-queries=2)
--createdb-constraint enable constraint name in output (postgres,
mysql, sqlite3)
--createdb-escape=none escape mode (none, types, all; default: none)
--createdb-engine="" mysql table engine (default: InnoDB)
--createdb-trim-comment trim leading comment from views and procs
(--no-createdb-trim-comment)
--dot-defaults="" ... default statements (default: node
[shape=none, margin=0])
--dot-bold bold header row
--dot-color="" header color (default: lightblue)
--dot-row="" row value template (default: {{ .Name }}: {{
.Type.Type }})
--dot-direction enable edge directions
-2, --go-not-first disable package comment (ie, not first
generated file)
--go-int32=int int32 type (default: int)
--go-uint32=uint uint32 type (default: uint)
--go-pkg=<name> package name
--go-tag="" ... build tags
--go-import="" ... package imports
--go-uuid=<pkg> uuid type package
--go-custom=<name> package name for custom types
--go-conflict=Val name conflict suffix (default: Val)
--go-initialism=<val> ... add initialism (i.e ID, API, URI)
--go-esc=none ... escape fields (none, schema, table, column,
all; default: none)
-g, --go-field-tag=<tag> field tag
--go-context=only context mode (disable, both, only; default:
only)
--go-inject="" insert code into generated file headers
--go-inject-file=<file> insert code into generated file headers from
a file
--go-legacy enables legacy v1 template funcs
--go-enum-table-prefix enables table name prefix to enums
--json-indent=" " indent spacing
--json-ugly disable indentation
--postgres-oids enable postgres OIDs
dump [<flags>] <out>
Dump internal templates to path.
-t, --template=go template type (createdb, dot, go, json, yaml; default:
go)
-f, --suffix=<ext> file extension suffix for generated files (otherwise set
by template type)
About Base Templates
xo
provides a set of generic "base" templates for each of the
supported databases, but it is understood these templates are not suitable for
every organization or every schema out there. As such, you can author your own
custom templates, or modify the base templates available in the xo
source
tree, and use those with xo
by a passing a directory path via the --src
flag.
For non-trivial schemas, custom templates are the most practical, common, and
best way to use xo
(see below quickstart and related example).
Custom Template Quickstart
The following is a quick overview of copying the base templates contained in
the xo
project's templates/
directory, editing to suit, and
using with xo
:
# Create a working directory
$ mkdir -p my-tpl
# Dump an embedded template to disk
$ xo dump -t createdb my-tpl
# edit base template files
$ vi my-tpl/*.go.tpl
# see command line options for the template
$ xo schema --src my-tpl --help
# generate a schema using the custom template
$ xo schema --src my-tpl -o models postgres://user:pass@host/db
See the Custom Template example below for more information on adapting the base
templates in the xo
source tree for use within your own project.
Storing Project Templates
Ideally, custom templates for your project/schema should be stored alongside
your project. and generated as part of an automated build pipeline using go generate
:
# Add to custom xo command to go generate:
$ tee -a gen.go << END
package mypackage
//go:generate xo postgres://user:pass@host/db -o models --src templates
END
# Run go generate
$ go generate
# Add custom templates and gen.go to project
$ git add templates gen.go && git commit -m 'Adding custom xo templates for models'
Note: via the --template
/-t
parameter of xo dump
you can generate
other templates with xo
. The default template is the go
template.
Template Language/Syntax
xo
templates are standard Go text templates. Please see the documentation
for Go's standard text/template
package
for information concerning the syntax, logic, and variable use within Go
templates.
Template Context and File Layout
The contexts (ie, the .
identifier in templates) made available to custom
templates can be found in templates/types.go
(see below table for more information on which file uses which type).
Each language, has its own set of templates for $TYPE
and are
available in the templates/.
Template File |
Type |
Description |
hdr.xo.*.tpl |
|
Base template. Executed with content for a template. |
db.xo.*.tpl |
|
Package level template with base types and interface data. Generated once per package. |
schema/enum.xo.*.tpl |
Enum |
Template for schema enum type definitions. Generates types and related methods. |
schema/foreignkey.xo.*.tpl |
ForeignKey |
Template for foreign key relationships. Generates related method. |
schema/index.xo.*.tpl |
Index |
Template for schema indexes. Generates related method. |
schema/proc.xo.*.tpl |
Proc |
Template to generate functions to call defined stored procedures in the db. |
schema/typedef.xo.*.tpl |
Type |
Template for schema table/views. |
query/custom.xo.*.tpl |
Query |
Template for custom query execution. |
query/typedef.xo.*.tpl |
Type |
Template for custom query's generated type. |
For example, Go has templates/gotpl/schema/foreignkey.xo.go.tpl
which defines the template used by xo
for generating a function to get the
foreign key type in Go. The templates are designed to be Database agnostic, so
they are used for both PostgreSQL and Microsoft SQL the same, and all other
supported database types. The template is passed a different instance of
templates.ForeignKey
instance (for each foreign key in a table). To get the
Name
field in from ForeignKey
, the template can use {{ .Data.Name }}
, or
any other field similarly.
Examples
Example: End-to-End
Please see the booktest example for a full end-to-end
example for each supported database, showcasing how to use a database schema
with xo
, and the resulting code generated by xo
.
Additionally, please see the northwind
and
django
for a demonstration of running xo
against larger
schema and against databases from other frameworks. Please note that these
examples are works in progress, and may not work properly in all scenarios.
Example: Ignoring Fields
Sometimes you may wish to have the database manage the values of columns
instead of having them managed by code generated by xo
. As such, when you
need xo
to ignore fields for a database schema, you can use the -e
or
--exclude
flag. For example, a common use case is to define a table with
created_at
and/or modified_at
timestamps fields, where the database is
responsible for setting column values on INSERT
and UPDATE
, respectively.
Consider the following PostgreSQL schema where a users
table has a
created_at
and modified_at
field, where created_at
has a default value of
now()
and where modified_at
is updated by a trigger on UPDATE
:
CREATE TABLE users (
id SERIAL PRIMARY KEY,
name text NOT NULL DEFAULT '' UNIQUE,
created_at timestamptz default now(),
modified_at timestamptz default now()
);
CREATEOR REPLACE FUNCTION update_modified_column() RETURNS TRIGGER AS $$
BEGIN
NEW.modified_at= now();
RETURN NEW;
END;
$$language 'plpgsql';
CREATE TRIGGER update_users_modtime BEFORE UPDATE ON users
FOR EACH ROW EXECUTE PROCEDURE update_modified_column();
We can ensure that these columns are managed by PostgreSQL and not by the
application logic but by xo
by passing the --exclude
or -e
flag:
# Ignore special fields
$ xo schema postgres://user:pass@host/db -e users.created_at -e users.modified_at
# or, To ignore these fields in all tables
$ xo schema postgres://user:pass@host/db -e *.created_at -e *.modified_at
Example: Custom Template -- adding a GetMostRecent
lookup for all tables (Go)
Often, a schema has a common layout/pattern, such as every table having a
created_at
and modified_at
field (as in the PostgreSQL schema in the
previous example). It is then a common use-case to have a GetMostRecent
lookup for each table type, retrieving the most recently modified rows for each
table (up to some limit, N).
To accomplish this with xo
, we will need to create our own set of custom
templates, and then add a GetMostRecent
lookup to the .type.go.tpl
template.
First, we dump the base xo
Go template:
$ mkdir -p my-tpl
$ xo dump my-tpl
We can now modify the templates to suit our specific schema, adding lookups,
helpers, or anything else necessary for our schema.
To add a GetMostRecent
lookup, we edit our copy of the typedef.xo.go.tpl
template:
$ vi templates/gotpl/schema/typedef.xo.go.tpl
And add the following templated GetMostRecent
func at the end of the file:
// GetMostRecent{{ $type.Name }} returns n most recent rows from '{{ $table }}',
// ordered by "created_at" in descending order.
func GetMostRecent{{ $type.Name }}(ctx context.Context, db DB, n int) ([]*{{ $type.Name }}, error) {
const sqlstr = `SELECT ` +
`{{ $type.Fields "created_at" "modified_at" }}` +
`FROM {{ $table }} ` +
`ORDER BY created_at DESC LIMIT $1`
rows, err := db.QueryContext(ctx, sqlstr, n)
if err != nil {
return nil, logerror(err)
}
defer rows.Close()
// load results
var res []*{{ $type.Name }}
for rows.Next() {
{{ $short }} := {{ $type.Name }}{
{{- if $type.PrimaryKey }}
_exists: true,
{{ end -}}
}
// scan
if err := rows.Scan({{ fieldnames $type.Fields (print "&" $short) }}); err != nil {
return nil, logerror(err)
}
res = append(res, &{{ $short }})
}
return res, nil
}
We can then use the templates in conjunction with xo
to generate our "model"
code:
$ xo schema postgres://user:pass@localhost/dbname --src templates/
There will now be a GetMostRecentUsers
func defined in models/user.xo.go
,
which can be used as follows:
db, err := dburl.Open("postgres://user:pass@localhost/dbname")
if err != nil { /* ... */ }
// retrieve 15 most recent items
mostRecentUsers, err := models.GetMostRecentUsers(context.Background(), db, 15)
if err != nil { /* ... */ }
for _, user := range users {
log.Printf("got user: %+v", user)
}
Using SQL Drivers
Please note that the base xo
templates do not import any SQL drivers. It is
left for the user of xo
's generated code to import the actual drivers. For
reference, these are the expected drivers to use with the code generated by
xo
:
Additionally, please see below for usage notes on specific SQL database
drivers.
MySQL (mysql)
If your schema or custom query contains table or column names that need to be
escaped using any of the --escape-*
options, you must pass the sql_mode=ansi
option to the MySQL driver:
$ xo --escape-all 'mysql://user:pass@host/?parseTime=true&sql_mode=ansi' -o models
And when opening a database connection:
db, err := dburl.Open("mysql://user:pass@host/?parseTime=true&sql_mode=ansi")
Additionally, when working with date/time column types in MySQL, one should
pass the parseTime=true
option to the MySQL driver:
$ xo schema 'mysql://user:pass@host/dbname?parseTime=true' -o models
And when opening a database connection:
db, err := dburl.Open("mysql://user:pass@host/dbname?parseTime=true")
SQLite3 (sqlite3)
While not required, one should specify the loc=auto
option when using xo
with a SQLite3 database:
$ xo 'file:mydatabase.sqlite3?loc=auto' -o models
And when opening a database connection:
db, err := dburl.Open("file:mydatabase.sqlite3?loc=auto")
About Primary Keys
For row inserts xo
determines whether the primary key is
automatically generated by the DB or must be provided by the application for the
table row being inserted. For example a table that has a primary key that is
also a foreign key to another table, or a table that has multiple primary keys
in a many-to-many link table, it is desired that the application provide the
primary key(s) for the insert rather than the DB.
xo
will query the schema to determine if the database provides an automatic
primary key and if the table does not provide one then it will require that the
application provide the primary key for the object passed to the Insert method.
Below is information on how the logic works for each database type to determine
if the DB automatically provides the PK.
PostgreSQL Auto PK Logic
- Checks for a sequence that is owned by the table in question.
MySQL Auto PK Logic
- Checks for an autoincrement row in the information_schema for the table in
question.
SQLite Auto PK Logic
- Checks the SQL that is used to generate the table contains
the AUTOINCREMENT keyword.
- Checks that the table was created with the primary key type of INTEGER.
If either of the above conditions are satisfied then the PK is determined to be
automatically provided by the DB. For the case of integer PK's when you want to
override that the PK be manually provided then you can define the key type as
INT instead of INTEGER, for example as in the following many-to-many link
table:
CREATE TABLE site_contacts (
contact_id INT NOT NULL,
site_id INT NOT NULL,
PRIMARY KEY(contact_id,siteid),
FOREIGN KEY(contact_id) REFERENCES contacts (contact_id),
FOREIGN KEY(site_id) REFERENCES sites (site_id)
)
SQL Server Auto PK Logic
- Checks for an identity associated with one of the columns for the table in
question.
Oracle Auto PK Logic
ALWAYS GENERATED
types will be parsed as Auto PK types for Oracle.
About xo: Design, Origin, Philosophy, and History
xo
can likely get you 99% "of the way there" on medium or large database
schemas and 100% of the way there for small or trivial database schemas. In
short, xo is a great launching point for developing standardized packages for
standard database abstractions/relationships, and xo
's most common use-case is
indeed in a code generation pipeline, ala stringer
.
Design
xo
is NOT designed to be an ORM or to generate an ORM. Instead, xo
is
designed to vastly reduce the overhead/redundancy of (re-)writing types and
funcs for common database queries/relationships -- it is not meant to be
a "silver bullet".
History
xo
was originally developed while migrating a large application written in
PHP to Go. The schema in use in the original app, while well-designed, had
become inconsistent over multiple iterations/generations, mainly due to
different naming styles adopted by various developers/database admins over the
preceding years. Additionally, some components had been written in different
languages (Ruby, Java) and had also accumulated significant drift from the
original application and accompanying schema. Simultaneously, a large amount of
growth meant that the PHP/Ruby code could no longer efficiently serve the
traffic volumes.
In late 2014/early 2015, a decision was made to unify and strip out certain
backend services and to fully isolate the API from the original application,
allowing the various components to instead speak to a common API layer instead
of directly to the database, and to build that service layer in Go.
However, unraveling the old PHP/Ruby/Java code became a large headache, as the
code, the database, and the API, all had significant drift -- thus, underlying
function names, fields, and API methods no longer coincided with the actual
database schema, and were named differently in each language. As such, after a
round of standardizing names, dropping cruft, and adding a few relationship
changes to the schema, the various codebases were fixed to match the schema
changes. After that was determined to be a success, the next target was to
rewrite the backend services in Go.
In order to keep a similar and consistent workflow for the developers, the
previous code generator (written in PHP and Twig templates) was modified to
generate Go code. Additionally, at this time, but tangential to the story, the
API definitions were ported from JSON to Protobuf to make use of its code
generation abilities as well.
xo
is the open source version of that code generation tool, and is the fruits
of those development efforts. It is hoped that others will be able to use and
expand xo
to support other databases -- SQL or otherwise -- and that xo
can
become a common tool in any Go developer's toolbox.
Goals
Part of xo
's goals is to avoid writing an ORM, or an ORM-like in Go, and to
instead generate static, type-safe, fast, and idiomatic Go code across
languages and databases. Additionally, the xo
developers are of the opinion
that relational databases should have proper, well-designed relationships and
all the related definitions should reside within the database schema itself:
ie, a "self-documenting" schema. xo
is an end to that pursuit.
- dburl - a Go package providing a standard, URL
style mechanism for parsing and opening database connection URLs
- usql - a universal command-line interface for
SQL databases
Other Projects
The following projects work with similar concepts as xo:
Go Generators
Go ORM-likes