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schema-typed
Advanced tools
Schema for data modeling & validation
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npm install schema-typed --save
import { SchemaModel, StringType, DateType, NumberType } from 'schema-typed';
const model = SchemaModel({
username: StringType().isRequired('Username required'),
email: StringType().isEmail('Email required'),
age: NumberType('Age should be a number').range(
18,
30,
'Age should be between 18 and 30 years old'
)
});
const checkResult = model.check({
username: 'foobar',
email: 'foo@bar.com',
age: 40
});
console.log(checkResult);
checkResult
return structure is:
{
username: { hasError: false },
email: { hasError: false },
age: { hasError: true, errorMessage: 'Age should be between 18 and 30 years old' }
}
StringType()
.minLength(6, "Can't be less than 6 characters")
.maxLength(30, 'Cannot be greater than 30 characters')
.isRequired('This field required');
Customize a rule with the addRule
function.
If you are validating a string type of data, you can set a regular expression for custom validation by the pattern
method.
const model = SchemaModel({
field1: StringType().addRule((value, data) => {
return /^[1-9][0-9]{3}\s?[a-zA-Z]{2}$/.test(value);
}, 'Please enter legal characters'),
field2: StringType().pattern(/^[1-9][0-9]{3}\s?[a-zA-Z]{2}$/, 'Please enter legal characters')
});
model.check({ field1: '', field2: '' });
/**
{
field1: {
hasError: true,
errorMessage: 'Please enter legal characters'
},
field2: {
hasError: true,
errorMessage: 'Please enter legal characters'
}
};
**/
E.g: verify that the two passwords are the same.
const model = SchemaModel({
password1: StringType().isRequired('This field required'),
password2: StringType().addRule((value, data) => {
if (value !== data.password1) {
return false;
}
return true;
}, 'The passwords are inconsistent twice')
});
model.check({ password1: '123456', password2: 'root' });
/**
{
password1: { hasError: false },
password2: {
hasError: true,
errorMessage: 'The passwords are inconsistent twice'
}
};
**/
For example, verify that the mailbox is duplicated
function asyncCheckEmail(email) {
return new Promise(resolve => {
setTimeout(() => {
if (email === 'foo@domain.com') {
resolve(false);
} else {
resolve(true);
}
}, 500);
});
}
const model = SchemaModel({
email: StringType()
.isEmail('Please input the correct email address')
.addRule((value, data) => {
return asyncCheckEmail(value);
}, 'Email address already exists')
.isRequired('This field cannot be empty')
});
model.checkAsync({ email: 'foo@domain.com' }).then(result => {
console.log(result);
});
/**
{
email: {
hasError: true,
errorMessage: 'Email address already exists'
}
};
**/
Validate nested objects, which can be defined using the ObjectType().shape
method. E.g:
const model = SchemaModel({
id: NumberType().isRequired('This field required'),
name: StringType().isRequired('This field required'),
info: ObjectType().shape({
email: StringType().isEmail('Should be an email'),
age: NumberType().min(18, 'Age should be greater than 18 years old')
});
});
It is more recommended to flatten the object.
import { flaser } from 'object-flaser';
const model = SchemaModel({
id: NumberType().isRequired('This field required'),
name: StringType().isRequired('This field required'),
'info.email': StringType().isEmail('Should be an email'),
'info.age': NumberType().min(18, 'Age should be greater than 18 years old')
});
const user = flaser({
id: 1,
name: 'schema-type',
info: {
email: 'schema-type@gmail.com',
age: 17
}
});
model.check(data);
SchemaModel
provides a static method combine
that can be combined with multiple SchemaModel
to return a new SchemaModel
.
const model1 = SchemaModel({
username: StringType().isRequired('This field required'),
email: StringType().isEmail('Should be an email')
});
const model2 = SchemaModel({
username: StringType().minLength(7, "Can't be less than 7 characters"),
age: NumberType().range(18, 30, 'Age should be greater than 18 years old')
});
const model3 = SchemaModel({
groupId: NumberType().isRequired('This field required')
});
const model4 = SchemaModel.combine(model1, model2, model3);
model4.check({
username: 'foobar',
email: 'foo@bar.com',
age: 40,
groupId: 1
});
static
combine(...models)const model1 = SchemaModel({
username: StringType().isRequired('This field required')
});
const model2 = SchemaModel({
email: StringType().isEmail('Please input the correct email address')
});
const model3 = SchemaModel.combine(model1, model2);
const model = SchemaModel({
username: StringType().isRequired('This field required'),
email: StringType().isEmail('Please input the correct email address')
});
model.check({
username: 'root',
email: 'root@email.com'
});
const model = SchemaModel({
username: StringType()
.isRequired('This field required')
.addRule(value => {
return new Promise(resolve => {
// Asynchronous processing logic
});
}, 'Username already exists'),
email: StringType().isEmail('Please input the correct email address')
});
model
.checkAsync({
username: 'root',
email: 'root@email.com'
})
.then(result => {
// Data verification result
});
const model = SchemaModel({
username: StringType().isRequired('This field required'),
email: StringType().isEmail('Please input the correct email address')
});
model.checkForField('username', 'root');
const model = SchemaModel({
username: StringType()
.isRequired('This field required')
.addRule(value => {
return new Promise(resolve => {
// Asynchronous processing logic
});
}, 'Username already exists'),
email: StringType().isEmail('Please input the correct email address')
});
model.checkForFieldAsync('username', 'root').then(result => {
// Data verification result
});
StringType().isRequired('This field required');
StringType().isEmail('Please input the correct email address');
StringType().isURL('Please enter the correct URL address');
StringType().isOneOf(['Javascript', 'CSS'], 'Can only type `Javascript` and `CSS`');
StringType().containsLetter('Must contain English characters');
StringType().containsUppercaseLetter('Must contain uppercase English characters');
StringType().containsLowercaseLetter('Must contain lowercase English characters');
StringType().containsLetterOnly('English characters that can only be included');
StringType().containsNumber('Must contain numbers');
StringType().pattern(/^[1-9][0-9]{3}\s?[a-zA-Z]{2}$/, 'Please enter legal characters');
StringType().rangeLength(6, 30, 'The number of characters can only be between 6 and 30');
StringType().minLength(6, 'Minimum 6 characters required');
StringType().maxLength(30, 'The maximum is only 30 characters.');
StringType().addRule((value, data) => {
return /^[1-9][0-9]{3}\s?[a-zA-Z]{2}$/.test(value);
}, 'Please enter a legal character.');
NumberType().isRequired('This field required');
NumberType().isInteger('It can only be an integer');
NumberType().isOneOf([5, 10, 15], 'Can only be `5`, `10`, `15`');
NumberType().pattern(/^[1-9][0-9]{3}$/, 'Please enter a legal character.');
NumberType().range(18, 40, 'Please enter a number between 18 - 40');
NumberType().min(18, 'Minimum 18');
NumberType().max(40, 'Maximum 40');
NumberType().addRule((value, data) => {
return value % 5 === 0;
}, 'Please enter a valid number');
ArrayType().isRequired('This field required');
ArrayType().rangeLength(1, 3, 'Choose at least one, but no more than three');
ArrayType().minLength(1, 'Choose at least one');
ArrayType().maxLength(3, "Can't exceed three");
ArrayType().unrepeatable('Duplicate options cannot appear');
ArrayType().of(StringType().isEmail(), 'wrong format');
ArrayType().addRule((value, data) => {
return value.length % 2 === 0;
}, 'Good things are in pairs');
DateType().isRequired('This field required');
DateType().range(
new Date('08/01/2017'),
new Date('08/30/2017'),
'Date should be between 08/01/2017 - 08/30/2017'
);
DateType().min(new Date('08/01/2017'), 'Minimum date 08/01/2017');
DateType().max(new Date('08/30/2017'), 'Maximum date 08/30/2017');
DateType().addRule((value, data) => {
return value.getDay() === 2;
}, 'Can only choose Tuesday');
ObjectType().isRequired('This field required');
ObjectType().shape({
email: StringType().isEmail('Should be an email'),
age: NumberType().min(18, 'Age should be greater than 18 years old')
});
ObjectType().addRule((value, data) => {
if (value.id || value.email) {
return true;
}
return false;
}, 'Id and email must have one that cannot be empty');
BooleanType().isRequired('This field required');
ObjectType().addRule((value, data) => {
if (typeof value === 'undefined' && A === 10) {
return false;
}
return true;
}, 'This value is required when A is equal to 10');
Default check priority:
If the third argument to addRule is true
, the priority of the check is as follows:
FAQs
Schema for data modeling & validation
We found that schema-typed demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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