This packages is WIP - not ready to use nor working yet
The Docs below are not final and may change completely
Model layer for Postgres using TypeScript.
pg-model
gives you the ability to:
- Represent models and their data.
- Ability to write (strong typed) queries.
- Uses Promises for database queries.
- Perform database operations in an object-oriented fashion.
- No dependencies are required (just pg package itself).
See GitHub project for current progress/tasks
- Fix typos
- Improve documentation
- Implement order in
Connector
- Add callbacks
- Improve columns with eg. default values, limits
- Add more packages for eg. versioning, validations and soft deleting
- Help to improve tests and the test coverage.
- Postgres Model
- Temporary Docs
To keep the configuration as short as possible, its recommended to use the following conventions:
- Every
column
key should be camelCased with lower case start.createdAt
someOtherValue
tableName
should be plural snake_cased.addresses
chat_messages
- Every model has an
identifier
column. The default isid
.
// Imports
import {
createBaseModel,
Model,
Columns,
Instance,
} from '@nextcode/pg-model';
// Typings
interface UserSchema {
id: number;
addressId: number;
firstName: string;
lastName: string;
gender: string;
};
class User extends createBaseModel<UserSchema>() implements UserSchema {
static pool = new Pool({ database: 'nextcode' });
id: number;
firstName: string;
lastName: string;
static tableName = 'users';
static columns: Columns<UserSchema> = {
id: { type: 'Serial' },
firstName: { type: 'CharVarying' },
lastName: { type: 'CharVarying' },
};
static get $(): Model<UserSchema, typeof User, User> {
return <any>this.getTyped();
}
get $(): Instance<UserSchema, typeof User, User> {
return <any>this.getTyped();
}
get addresses() {
return Address.$.queryBy.userId(this.id);
}
}
// Typings
interface UserSchema {
id: number;
addressId: number;
firstName: string;
lastName: string;
gender: string;
};
interface AddressSchema {
id: number;
street: string;
};
// model definitions
class User extends createBaseModel<UserSchema>() implements UserSchema {
id: number;
addressId: number;
firstName: string;
lastName: string;
gender: string;
static tableName = 'users';
static columns: Columns<UserSchema> = {
id: { type: 'Serial' },
addressId: { type: 'Integer' },
firstName: { type: 'CharVarying' },
lastName: { type: 'CharVarying' },
gender: { type: 'CharVarying' },
};
static get $(): Model<UserSchema, typeof User, User> {
return <any>this.getTyped();
}
get $(): Instance<UserSchema, typeof User, User> {
return <any>this.getTyped();
}
static get males(): typeof User {
return this.$.queryBy.gender('male');
}
static get females(): typeof User {
return this.$.queryBy.gender('female');
}
static withFirstName(firstName): typeof User {
return this.$.query({ firstName });
}
get address() {
return Address.$.findBy.id(this.addressId);
}
get name(): string {
return `${this.firstName} ${this.lastName}`;
}
};
class Address extends NextModel<AddressSchema>() {
id: number;
street: string;
static tableName = 'addresses';
static columns: Columns<AddressSchema> = {
id: { type: 'Serial' },
street: { type: 'CharVarying' },
};
get users() {
return User.$.queryBy.addressId(this.id);
}
};
// Creating
user = User.males.build({ firstName: 'John', lastName: 'Doe' });
user.gender === 'male';
user.name === 'John Doe';
user = await user.save();
user = await User.create({
firstName: 'John',
lastName: 'Doe',
gender: 'male',
});
address = await user.addresses.create({
street: 'Bakerstr.'
});
// Searching
users = await User.males.all;
user = await User.withFirstName('John').first;
addresses = await User.addresses.all;
users = await User.queryBy.lastName('Doe').all;
users = await User.males.order({ lastName: 'asc' }).all;
Initializes new record without saving it to the database.
user = User.build({ firstName: 'John', lastName: 'Doe' });
user.isNew === true;
user.name === 'John Doe';
Returns a Promise
which returns the created record on success or the initialized if sth. goes wrong.
user = await User.create({
firstName: 'John',
lastName: 'Doe',
});
An record can be build
or create
d from scopes. These records are created with scope values as default.
address = user.addresses.build();
address.userId === user.id;
user = User.males.build();
user.gender === 'male';
user = User.withFirstName('John').build();
user.firstName === 'John';
user = User.withFirstName('John').queryBy({ lastName: 'Doe' }).build();
user.name === 'John Doe';
user = User.where({ gender: 'male'}).build();
user.gender === 'male';
Special query syntax is dependent on used connector. But all connectors and the cache supports basic attribute filtering and the special queries $and, $or and .unqueried
User.queryBy({ gender: 'male' });
User.queryBy({ age: 21 });
User.queryBy({ name: 'John', gender: 'male' });
User.queryBy({ $or: [
{ firstName: 'John' },
{ firstName: 'Foo' },
]});
User.queryBy({ $and: [
{ firstName: 'John' },
{ lastName: 'Doe' },
]});
User.queryBy({ $not: [
{ gender: 'male' },
{ gender: 'female' },
]});
User.males.queryBy({ name: 'John' });
User.males.unfiltered.females;
The fetched data can be sorted before fetching then. The orderBy
function takes an object with property names as keys and the sort direction as value. Valid values are asc
and desc
. The order can be resetted by calling .unordered
.
User.orderBy({ name: 'asc' });
User.orderBy({ name: 'desc' });
User.orderBy({ name: 'asc', age: 'desc' });
User.males.orderBy({ name: 'asc' });
User.orderBy({ name: 'asc' }).unordered;
An defined amont of matching records can be skipped with .skipBy(amount)
and be resetted with .unskipped
. The current skipped amount of records can be fetched with .skip
.
Please note: .skipBy(amount)
and .unskipped
will return a scoped model and will not modify the existing one.
Default value is 0
.
User.count; //=> 10
User.skip; //=> 0
User.skipBy(3).count; //=> 7
User.skip; //=> 0 !
User = User.skipBy(15);
User.skip; //=> 15
User.skipBy(5).unskipped.count; //=> 10
The resultset can be limited with .limitBy(amount)
and be resetted with .unlimited
. The current limit can be fetched with .limit
.
Please note: .limitBy(amount)
and .unlimited
will return a scoped model and will not modify the existing one.
Default value is Number.MAX_SAFE_INTEGER
.
User.count; //=> 10
User.limit; //=> Number.MAX_SAFE_INTEGER
User.limitBy(3).count; //=> 3
User.limit; //=> Number.MAX_SAFE_INTEGER !
User = User.limitBy(15);
User.limit; //=> 15
User.limitBy(5).unlimited.count; //=> 10
Scopes are predefined search queries on a Model.
class User extends NextModel<UserSchema>() {
static get males() {
return this.queryBy.gender('male');
}
static get females() {
return this.queryBy.gender('female');
}
static withFirstName(firstName) {
return this.queryBy.firstName(firstName);
}
};
Now you can use these scopes to search/filter records.
User.males;
User.withFirstName('John');
Scopes can be chained with other scopes or search queries.
User.males.witFirsthName('John');
User.withFirstName('John').queryBy.gender('transgender');
profile = User.males.build();
profile.gender === 'male';
User.males.young;
User.males.young.query({ ... });
If you want to read the data of the samples of the previous section you can fetch if with the following functions. Each fetching function will return a Promise
to read the data.
Returns all data of the query. Results can be limited by skipBy and limitBy.
users = await User.all;
users = await User.males.all;
users = await User.queryBy({ firstName: 'John' }).all;
Returns the first record which matches the query. Use orderBy to sort matching records before fetching the first one.
user = await User.first;
user = await User.males.first;
user = await User.queryBy({ firstName: 'John' }).first;
user = await User.orderBy({ lastName: 'asc' }).first;
Returns the count of the matching records. Ignores orderBy, skip and limit and always returns complete count of matching records.
count = await User.count;
count = await User.males.count;
count = await User.queryBy({ name: 'John' }).count;
When there is a need to change/delete multiple records at once its recommended to use the following methods if possible. They provide a much better performance compared to do it record by record.
.updateAll(attrs)
updates all matching records with the passed attributes.
users = await User.queryBy({ firstName: 'John' }).updateAll({ gender: 'male' });
users = await User.updateAll({ encryptedPassword: undefined });
Deletes and returns all matching records..
deletedUsers = await User.deleteAll();
deletedUsers = await User.query({ firstName: 'John', lastName: 'Doe' }).deleteAll();
Class Properties are static getters which can be defined with the class. Some of them can be modified by Queries which creates a new Class.
The model name needs to be defined for every model. The name should be singular camelcase, starting with an uppercase char. If the .modelName
is not passed its reflected from its Class Name.
class User extends NextModel<UserSchema>() {};
User.modelName; //=> 'User'
class User extends NextModel<UserSchema>() {
static get modelName() {
return 'User';
}
};
class UserAddress extends NextModel<AddressSchema>() {
static get modelName() {
return 'UserAddress';
}
};
A schema describes all (database stored) properties. Foreign keys from relations like belongsTo are automatically added to the schema. The existing types and their names are depending on the used Database connector.
class User extends NextModel<UserSchema>() {
static get schema() {
return {
id: { type: 'integer' },
name: { type: 'string' },
};
}
};
A connector is the bridge between models and the database. NextModel comes with an DefaultConnector which reads and writes on an simpe js object.
Available connectors:
- WIP knex (mySQL, postgres, sqlite3, ...)
- WIP local-storage (Client side for Browser usage)
const Connector = require('next-model-knex-connector');
const connector = new Connector(options);
class User extends NextModel<UserSchema>() {
static get connector() {
return connector;
}
};
Define an base model with connector to prevent adding connector to all Models.
Please note: In this case its better to call the @Model
Decorator just on the final models and not on the base model, else you need to define the modelName on each model because its reflected from the base model.
class BaseModel<S extends Identifiable> extends NextModel<S>() {
static get connector() {
return connector;
}
};
class User extends BaseModel<UserSchema> {
...
};
class Address extends BaseModel<AddressSchema> {
...
};
Defines the name of the primary key. It also gets automatically added to the schema with type 'integer'
if the identifier is not present at the schema. The identifier values must be serialized to an unique value with toString()
Default values is id
.
class User extends NextModel<UserSchema>() {
static get identifier() {
return 'key';
}
get id(): string {
return this.key;
}
set id(key: string) {
return this.key = key;
}
};
You also can define your identifier on the schema to change the default type.
class User extends NextModel<UserSchema>() {
static get identifier(): string {
return 'uid';
}
get id(): string {
return this.uid;
}
set id(uid: string) {
return this.uid = uid;
}
static get schema(): Schema {
return {
uid: { type: 'uuid' },
...
};
}
};
Validators is an object with keys of type string and values which are Promises to check if an instance is valid. An Validator gets the model instance and returns an promised boolean. The values can also be Arrays of Validators. These validators are checked with isValid.
class User extends NextModel {
static get validators: Validators {
return {
ageCheck: (user) => Promise.resolve(user.age > 0),
};
}
};
new User({ age: 28 }).isValid().then(isValid => ...) //=> true
new User({ age: -1 }).isValid().then(isValid => ...) //=> flase
Validators can be skipped by .skipValidator(key)
by passing the key of the validator. Multiple keys could be skipped by .skipValidators(keys)
or be defining the getter .skippedValidators
.
UncheckedUser = User.skipValidator('ageCheck');
new User({ age: -1 }).isValid().then(isValid => ...) //=> true
The .keys
will return all possible attributes you can pass to build new model Instances. The keys depend on schema.
class Foo extends NextModel{
static get schema(): Schema {
return {
bar: { type: 'string' },
};
}
};
Foo.keys //=> ['bar']
A default scope can be defined by adding a getter for .filter
. You need call unfiltered to search without this scope.
class User extends NextModel<UserSchema>() {
static get filter() {
return {
deletedAt: null,
};
}
};
user = await User.first;
User.unqueried.where( ... );
Adds an default Order to all queries unless its overwritten.
class User extends NextModel<UserSchema>() {
static get order() {
return [{
name: 'asc',
}];
}
};
Adds an default amount of skipped records on every query. This can be changed by skipBy and removed by .unskipped
.
class User extends NextModel<UserSchema>() {
static get limit(): number {
return 10;
}
};
Limits all queries made to this model to an specific amount. This can be changed by limitBy and removed by .unlimited
.
class User extends NextModel<UserSchema>() {
static get limit(): number {
return 100;
}
};
An record is new unless the record is saved to the database. NextModel checks if the identifier property is set for this attribute.
address = Address.build();
address.isNew === true;
address = await address.save();
address.isNew === false;
The opposite of isNew. Returns false unless the record is not saved to the database.
address = Address.build();
address.isPersistent === false;
address = await address.save();
address.isPersistent === true;
Returns an object which contains all properties defined by schema.
class Address extends NextModel<AddressSchema>() {
static get schema() {
return {
street: { type: 'string' },
city: { type: 'string' },
};
}
};
address = Address.build({
street: '1st street',
city: 'New York',
fetchGeoCoord: false,
});
address.foo = 'bar';
address.attributes === {
street: '1st street',
city: 'New York',
fetchGeoCoord: false
};
When you change a fresh build or created Class instance this property changes to true.
address = Address.build({
street: '1st street',
city: 'New York',
});
address.isChanged === false;
address.street = '2nd street';
address.isChanged === true;
This property does not change when the value is same after assignment.
address = Address.build({
street: '1st street',
city: 'New York',
});
address.isChanged === false;
address.street = '1st street';
address.isChanged === false;
The changes
property contains an object
of changes per property which has changed. Each entry contains an from
and to
property. Just the last value is saved at the to
property if the property is changed multiple times. The changes are cleared once its set again to its initial value, or if the record got saved.
address = Address.build({
street: '1st street',
city: 'New York',
});
address.changes === {};
address.street = '2nd street';
address.changes === {
street: { from: '1st street', to: '2nd street' },
};
address.street = '3rd street';
address.changes === {
street: { from: '1st street', to: '3nd street' },
};
address.street = '1st street';
address.changes === {};
address = Address.build({
street: '1st street',
city: 'New York',
});
address.changes === {};
address.street = '2nd street';
address.changes === {
street: { from: '1st street', to: '2nd street' },
};
address = await address.save();
address.changes === {}
Custom attributes can be defined as on every other js class.
class User extends NextModel<UserSchema>() {
static get schema() {
return {
firstname: { type: 'string' },
lastname: { type: 'string' },
}
}
get name() {
return `${this.firstName} ${this.lastName}`;
}
}
user = User.build({
firstname: 'Foo',
lastname: 'Bar'
});
user.name === 'Foo Bar';
You can assign a new value to an schema defined property. This does not automatically save the data to the database. All assigned attributes will be tracked by changes
address.assign({
street: '1st Street',
city: 'New York',
});
Saves the record to database. Returns a Promise
with the created record including its newly created id. An already existing record gets updated.
address = Address.build({street: '1st street'});
address = await address.save();
address.isNew === false;
address.street = 'changed';
address = await address.save();
Removes the record from database. Returns a Promise
with the deleted record.
address.isNew === false;
address = await address.delete();
address.isNew === true;
Refetches the record from database. All temporary attributes and changes will be lost. Returns a Promise
with the reloaded record.
address.isNew === false;
address.street = 'changed';
address.notAnDatabaseColumn = 'foo';
address = address.reload();
address.name === '1st Street';
address.notAnDatabaseColumn === undefined;
Reverts an unsaved change with #revertChange(key)
or reverts all unsaved changed with #revertChanges()
.
address = Address.build({
street: '1st street',
city: 'New York',
});
address.changes === {};
address.street = '2nd street';
address.changes === {
street: { from: '1st street', to: '2nd street' },
};
address.revertChange('street');
address.changes === {};
address = Address.build({
street: '1st street',
city: 'New York',
});
address.changes === {};
address.street = '2nd street';
address.city = 'San Francisco',
address.changes === {
street: { from: '1st street', to: '2nd street' },
street: { from: 'New York', to: 'San Francisco' },
};
address.revertChanges();
address.changes === {};
Checks if the current instance is valid. Promises to return boolean value.
class User extends NextModel<UserSchema>() {
static get validators(): Validators {
return {
ageCheck: (user) => Promise.resolve(user.age > 0),
};
}
};
isValid = await new User({ age: 28 }).isValid //=> true
isValid = await new User({ age: -1 }).isValid //=> flase
UncheckedUser = User.skipValidator('ageCheck');
isValid = await new User({ age: -1 }).isValid //=> true
class User extends NextModel<UserSchema>() {
static ageCheck(user): Promise<boolean> {
return Promise.resolve(user.age > 0);
}
static get validators(): Validators {
return {
ageCheck: this.ageCheck,
};
}
};
See history for more details.
1.0.0
2018-xx-xx Complete rewrite in typescript0.4.1
2017-04-05 Bugfix: before and after callback0.4.0
2017-02-28 Added platform specific callbacks0.3.0
2017-02-27 Tracked property changes0.2.0
2017-02-25 Improved browser compatibility0.1.0
2017-02-23 Added Browser compatibility0.0.4
2017-02-16 Added callbacks forbuild
,create
,save
anddelete
0.0.3
2017-02-12 Added CI0.0.2
2017-02-05 Published knex connector0.0.1
2017-01-23 Initial commit with query and scoping functions