schema-typed
Schema for data modeling & validation!npmnpm-badgenpm !GitHub Actionsactions-svgactions-home !Coverage Statussoverage-svgsoverage
Table of Contents
- Getting Started - Multiple verification - Custom verification
- [Multi-field cross validation](#multi-field-cross-validation)
- [Asynchronous check](#asynchronous-check)
- Validate nested objects
- Combine
- SchemaModel- [`static combine(...models)`](#static-combinemodels)
- [`check(data: object)`](#checkdata-object)
- [`checkAsync(data: object)`](#checkasyncdata-object)
- [`checkForField(fieldName: string, data: object)`](#checkforfieldfieldname-string-data-object)
- [`checkForFieldAsync(fieldName: string, data: object)`](#checkforfieldasyncfieldname-string-data-object)
- MixedType()- [`isRequired(errorMessage?: string, trim: boolean = true)`](#isrequirederrormessage-string-trim-boolean--true)
- [`isRequiredOrEmpty(errorMessage?: string, trim: boolean = true)`](#isrequiredoremptyerrormessage-string-trim-boolean--true)
- [`addRule(onValid: Function, errorMessage?: string, priority: boolean)`](#addruleonvalid-function-errormessage-string-priority-boolean)
- [`addAsyncRule(onValid: Function, errorMessage?: string, priority: boolean)`](#addasyncruleonvalid-function-errormessage-string-priority-boolean)
- [`when(condition: (schemaSpec: SchemaDeclaration<DataType, ErrorMsgType>) => Type)`](#whencondition-schemaspec-schemadeclarationdatatype-errormsgtype--type)
- [`check(value: ValueType, data?: DataType):CheckResult`](#checkvalue-valuetype-data-datatypecheckresult)
- [`checkAsync(value: ValueType, data?: DataType):Promise<CheckResult>`](#checkasyncvalue-valuetype-data-datatypepromisecheckresult)
- StringType(errorMessage?: string)- [`isEmail(errorMessage?: string)`](#isemailerrormessage-string)
- [`isURL(errorMessage?: string)`](#isurlerrormessage-string)
- [`isOneOf(items: string[], errorMessage?: string)`](#isoneofitems-string-errormessage-string)
- [`containsLetter(errorMessage?: string)`](#containslettererrormessage-string)
- [`containsUppercaseLetter(errorMessage?: string)`](#containsuppercaselettererrormessage-string)
- [`containsLowercaseLetter(errorMessage?: string)`](#containslowercaselettererrormessage-string)
- [`containsLetterOnly(errorMessage?: string)`](#containsletteronlyerrormessage-string)
- [`containsNumber(errorMessage?: string)`](#containsnumbererrormessage-string)
- [`pattern(regExp: RegExp, errorMessage?: string)`](#patternregexp-regexp-errormessage-string)
- [`rangeLength(minLength: number, maxLength: number, errorMessage?: string)`](#rangelengthminlength-number-maxlength-number-errormessage-string)
- [`minLength(minLength: number, errorMessage?: string)`](#minlengthminlength-number-errormessage-string)
- [`maxLength(maxLength: number, errorMessage?: string)`](#maxlengthmaxlength-number-errormessage-string)
- NumberType(errorMessage?: string)- [`isInteger(errorMessage?: string)`](#isintegererrormessage-string)
- [`isOneOf(items: number[], errorMessage?: string)`](#isoneofitems-number-errormessage-string)
- [`pattern(regExp: RegExp, errorMessage?: string)`](#patternregexp-regexp-errormessage-string-1)
- [`range(minLength: number, maxLength: number, errorMessage?: string)`](#rangeminlength-number-maxlength-number-errormessage-string)
- [`min(min: number, errorMessage?: string)`](#minmin-number-errormessage-string)
- [`max(max: number, errorMessage?: string)`](#maxmax-number-errormessage-string)
- ArrayType(errorMessage?: string)- [`isRequiredOrEmpty(errorMessage?: string)`](#isrequiredoremptyerrormessage-string)
- [`rangeLength(minLength: number, maxLength: number, errorMessage?: string)`](#rangelengthminlength-number-maxlength-number-errormessage-string-1)
- [`minLength(minLength: number, errorMessage?: string)`](#minlengthminlength-number-errormessage-string-1)
- [`maxLength(maxLength: number, errorMessage?: string)`](#maxlengthmaxlength-number-errormessage-string-1)
- [`unrepeatable(errorMessage?: string)`](#unrepeatableerrormessage-string)
- [`of(type: object)`](#oftype-object)
- DateType(errorMessage?: string)- [`range(min: Date, max: Date, errorMessage?: string)`](#rangemin-date-max-date-errormessage-string)
- [`min(min: Date, errorMessage?: string)`](#minmin-date-errormessage-string)
- [`max(max: Date, errorMessage?: string)`](#maxmax-date-errormessage-string)
- ObjectType(errorMessage?: string)- [`shape(fields: object)`](#shapefields-object)
- BooleanType(errorMessage?: string)Installation
npm install schema-typed --save
Usage
Getting Started
import { SchemaModel, StringType, DateType, NumberType, ObjectType, ArrayType } 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, 'Over the age limit'),
tags: ArrayType().of(StringType('The tag should be a string').isRequired()),
role: ObjectType().shape({
name: StringType().isRequired('Name required'),
permissions: ArrayType().isRequired('Permissions required')
})
});
const checkResult = model.check({
username: 'foobar',
email: 'foo@bar.com',
age: 40,
tags: ['Sports', 'Games', 10],
role: { name: 'administrator' }
});
console.log(checkResult);
checkResult
return structure is:{
username: { hasError: false },
email: { hasError: false },
age: { hasError: true, errorMessage: 'Over the age limit' },
tags: {
hasError: true,
array: [
{ hasError: false },
{ hasError: false },
{ hasError: true, errorMessage: 'The tag should be a string' }
]
},
role: {
hasError: true,
object: {
name: { hasError: false },
permissions: { hasError: true, errorMessage: 'Permissions required' }
}
}
};
Multiple verification
StringType()
.minLength(6, "Can't be less than 6 characters")
.maxLength(30, 'Cannot be greater than 30 characters')
.isRequired('This field required');
Custom verification
Customize a rule with theaddRule
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'
}
};
**/
Multi-field cross validation
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'
}
}
**/
Asynchronous check
For example, verify that the mailbox is duplicatedfunction 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')
.addAsyncRule((value, data) => {
return asyncCheckEmail(value);
}, 'Email address already exists')
.isRequired('This field cannot be empty')
});
model.checkAsync({ email: 'foo@domain.com' }).then(checkResult => {
console.log(checkResult);
/**
{
email: {
hasError: true,
errorMessage: 'Email address already exists'
}
};
**/
});
Validate nested objects
Validate nested objects, which can be defined using theObjectType().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')
})
});
const user = {
id: 1,
name: '',
info: { email: 'schema-type', age: 17 }
};
model.check(data);
/**
{
"id": { "hasError": false },
"name": { "hasError": true, "errorMessage": "This field required" },
"info": {
"hasError": true,
"object": {
"email": { "hasError": true, "errorMessage": "Should be an email" },
"age": { "hasError": true, "errorMessage": "Age should be greater than 18 years old" }
}
}
}
*/
Combine
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
});
API
SchemaModel
SchemaModel is a JavaScript schema builder for data model creation and validation.static combine(...models)
A static method for merging multiple 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);
check(data: object)
Check whether the data conforms to the model shape definition. Return a check result.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'
});
checkAsync(data: object)
Asynchronously check whether the data conforms to the model shape definition. Return a check result.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
});
checkForField(fieldName: string, data: object)
Check whether a field in the data conforms to the model shape definition. Return a check result.const model = SchemaModel({
username: StringType().isRequired('This field required'),
email: StringType().isEmail('Please input the correct email address')
});
const data = {
username: 'root'
};
model.checkForField('username', data);
checkForFieldAsync(fieldName: string, data: object)
Asynchronously check whether a field in the data conforms to the model shape definition. Return a check result.const model = SchemaModel({
username: StringType()
.isRequired('This field required')
.addAsyncRule(value => {
return new Promise(resolve => {
// Asynchronous processing logic
});
}, 'Username already exists'),
email: StringType().isEmail('Please input the correct email address')
});
const data = {
username: 'root'
};
model.checkForFieldAsync('username', data).then(result => {
// Data verification result
});
MixedType()
Creates a type that matches all types. All types inherit from this base type.isRequired(errorMessage?: string, trim: boolean = true)
MixedType().isRequired('This field required');
isRequiredOrEmpty(errorMessage?: string, trim: boolean = true)
MixedType().isRequiredOrEmpty('This field required');
addRule(onValid: Function, errorMessage?: string, priority: boolean)
MixedType().addRule((value, data) => {
return /^[1-9][0-9]{3}\s?[a-zA-Z]{2}$/.test(value);
}, 'Please enter a legal character.');
addAsyncRule(onValid: Function, errorMessage?: string, priority: boolean)
MixedType().addAsyncRule((value, data) => {
return new Promise(resolve => {
// Asynchronous processing logic
});
}, 'Please enter a legal character.');
when(condition: (schemaSpec: SchemaDeclaration<DataType, ErrorMsgType>) => Type)
Define data verification rules based on conditions.const model = SchemaModel({
age: NumberType().min(18, 'error'),
contact: MixedType().when(schema => {
const checkResult = schema.age.check();
return checkResult.hasError
? StringType().isRequired('Please provide contact information')
: StringType();
})
});
/**
{
age: { hasError: false },
contact: { hasError: false }
}
*/
model.check({ age: 18, contact: '' });
/*
{
age: { hasError: true, errorMessage: 'error' },
contact: {
hasError: true,
errorMessage: 'Please provide contact information'
}
}
*/
model.check({ age: 17, contact: '' });
check(value: ValueType, data?: DataType):CheckResult
const type = MixedType().addRule(v => {
if (typeof v === 'number') {
return true;
}
return false;
}, 'Please enter a valid number');
type.check('1'); // { hasError: true, errorMessage: 'Please enter a valid number' }
type.check(1); // { hasError: false }
checkAsync(value: ValueType, data?: DataType):Promise<CheckResult>
const type = MixedType().addRule(v => {
return new Promise(resolve => {
setTimeout(() => {
if (typeof v === 'number') {
resolve(true);
} else {
resolve(false);
}
}, 500);
});
}, 'Please enter a valid number');
type.checkAsync('1').then(checkResult => {
// { hasError: true, errorMessage: 'Please enter a valid number' }
});
type.checkAsync(1).then(checkResult => {
// { hasError: false }
});
StringType(errorMessage?: string)
Define a string type. Supports all the same methods as MixedType.isEmail(errorMessage?: string)
StringType().isEmail('Please input the correct email address');
isURL(errorMessage?: string)
StringType().isURL('Please enter the correct URL address');
isOneOf(items: string[], errorMessage?: string)
StringType().isOneOf(['Javascript', 'CSS'], 'Can only type `Javascript` and `CSS`');
containsLetter(errorMessage?: string)
StringType().containsLetter('Must contain English characters');
containsUppercaseLetter(errorMessage?: string)
StringType().containsUppercaseLetter('Must contain uppercase English characters');
containsLowercaseLetter(errorMessage?: string)
StringType().containsLowercaseLetter('Must contain lowercase English characters');
containsLetterOnly(errorMessage?: string)
StringType().containsLetterOnly('English characters that can only be included');
containsNumber(errorMessage?: string)
StringType().containsNumber('Must contain numbers');
pattern(regExp: RegExp, errorMessage?: string)
StringType().pattern(/^[1-9][0-9]{3}\s?[a-zA-Z]{2}$/, 'Please enter legal characters');
rangeLength(minLength: number, maxLength: number, errorMessage?: string)
StringType().rangeLength(6, 30, 'The number of characters can only be between 6 and 30');
minLength(minLength: number, errorMessage?: string)
StringType().minLength(6, 'Minimum 6 characters required');
maxLength(maxLength: number, errorMessage?: string)
StringType().maxLength(30, 'The maximum is only 30 characters.');
NumberType(errorMessage?: string)
Define a number type. Supports all the same methods as MixedType.isInteger(errorMessage?: string)
NumberType().isInteger('It can only be an integer');
isOneOf(items: number[], errorMessage?: string)
NumberType().isOneOf([5, 10, 15], 'Can only be `5`, `10`, `15`');
pattern(regExp: RegExp, errorMessage?: string)
NumberType().pattern(/^[1-9][0-9]{3}$/, 'Please enter a legal character.');
range(minLength: number, maxLength: number, errorMessage?: string)
NumberType().range(18, 40, 'Please enter a number between 18 - 40');
min(min: number, errorMessage?: string)
NumberType().min(18, 'Minimum 18');
max(max: number, errorMessage?: string)
NumberType().max(40, 'Maximum 40');
ArrayType(errorMessage?: string)
Define a array type. Supports all the same methods as MixedType.isRequiredOrEmpty(errorMessage?: string)
ArrayType().isRequiredOrEmpty('This field required');
rangeLength(minLength: number, maxLength: number, errorMessage?: string)
ArrayType().rangeLength(1, 3, 'Choose at least one, but no more than three');
minLength(minLength: number, errorMessage?: string)
ArrayType().minLength(1, 'Choose at least one');
maxLength(maxLength: number, errorMessage?: string)
ArrayType().maxLength(3, "Can't exceed three");
unrepeatable(errorMessage?: string)
ArrayType().unrepeatable('Duplicate options cannot appear');
of(type: object)
ArrayType().of(StringType('The tag should be a string').isRequired());
DateType(errorMessage?: string)
Define a date type. Supports all the same methods as MixedType.range(min: Date, max: Date, errorMessage?: string)
DateType().range(
new Date('08/01/2017'),
new Date('08/30/2017'),
'Date should be between 08/01/2017 - 08/30/2017'
);
min(min: Date, errorMessage?: string)
DateType().min(new Date('08/01/2017'), 'Minimum date 08/01/2017');
max(max: Date, errorMessage?: string)
DateType().max(new Date('08/30/2017'), 'Maximum date 08/30/2017');
ObjectType(errorMessage?: string)
Define a object type. Supports all the same methods as MixedType.shape(fields: object)
ObjectType().shape({
email: StringType().isEmail('Should be an email'),
age: NumberType().min(18, 'Age should be greater than 18 years old')
});
BooleanType(errorMessage?: string)
Define a boolean type. Supports all the same methods as MixedType.⚠️ Notes
Default check priority:- 1.isRequired
- 2.All other checks are executed in sequence
If the third argument to addRule is
true
, the priority of the check is as follows:- 1.addRule
- 2.isRequired
- 3.Predefined rules (if there is no isRequired, value is empty, the rule is not executed)