Accept query parameters in express or similar libraries and convert them into syntax easily recognised by the Sequelize Library. Useful for when building quick and simple API's for accepting varied user queries and searches.
- Handles basic operations to build queries from query parameters.
- Basic pagination support to tag on
offsetandlimitto your queries. - Basic & Multiple-Column Sorting support. Query and sort your results by 1-or-more columns.
- Parses string input to integers, floats, booleans and dates.
- Accepts non-string values (though from express it will likely come through as a string type anyway).
- Allows specified DATETIME fields to be compared on the DATE-part only.
- Blacklisting.
- Aliasing.
- Custom handlers for specific column/query-key names.
| operation | query string | query object |
|---|---|---|
| equal | ?foo=bar |
{ foo: "bar" } |
| unequal | ?foo=!bar |
{ foo: { [Op.ne]: "bar" } } |
| between | ?age=|20|30 |
{ age: { [Op.gte]: 20, [Op.lte]: 30 } |
| is null | ?foo= |
{ foo: { [Op.is]: null } } |
| is not null | ?foo=! |
{ foo: { [Op.not]: null } } |
| greater than | ?foo=>10 |
{ foo: { [Op.gt]: 10 } } |
| greater than or equal to | ?foo=>=10 |
{ foo: { [Op.gte]: 10 } } |
| less than | ?foo=<10 |
{ foo: { [Op.lt]: 10 } } |
| less than or equal to | ?foo=<=10 |
{ foo: { [Op.lte]: 10 } } |
| starts with | ?foo=^bar |
{ foo: { [Op.startsWith]: "bar" } } |
| ends with | ?foo=$bar |
{ foo: { [Op.endsWith]: "bar" } } |
| contains | ?foo=~bar |
{ foo: { [Op.like]: '%bar%' } } |
| in array | ?foo=$inbar|baz |
{ foo: { [Op.in]: ['bar', 'baz'] }} |
| not in array | ?foo=$nin!bar|baz |
{ foo: { [Op.notIn]: ['bar', 'baz'] }} |
You can see the configuration section to see how the operations can be configured
Note: I use [Op.gte] & [Op.lte] instead of [Op.between] to handle dates and other types better. I will investigate if the latter is a better option.
By setting a column/property value into the Blacklist, you are telling the parser to simply ignore the key-value pair and not include it in the final output. With Aliasing, you can convert a specific incoming key-value pair to match the name of a known column. For example, converting incoming personsAge=12 to age=12. Both of these can be configured in the initialise options.
const sequelizeDateQS = new SequelizeQS({
blacklist: ['createdAt'],
alias: {
'personsAge': 'age'
}
});You can now easily (as of v1.1.0) have specific Date-type columns converted to compare on the Date only instead of including the Timestamp. DATEONLY fields in Sqlite are still working as they did before though!
To prevent breaking changes from prior versions and to also not rely on guess working with the code, you will need to specify what columns in your Sequelize model are actual Date columns you want to be handled in this way. You must also enable this feature by setting the dateOnlyCompare property in the options to true.
const sequelizeDateQS = new SequelizeQS({
dateOnlyCompare: true,
dateFields: ['createdAt', 'updatedAt', 'lastLogin']
});Now when we compare on the lastLogin column, our query can come out like;
SELECT count(*) AS `count` FROM `customers` AS `customers` WHERE date(`lastLogin`) LIKE '2021-%';By default, dateOnlyCompare will be false and the initial array value for dateFields will contain the original timestamp columns that sequelize typically adds to your models by default (createdAt & updatedAt).
A big improvement over the initial version is the ability to have the parser handle specific columns/query string properties in a specific way. This is configured through the initial options when setting up the parser.
Please note, that the value your custom function must return is one that would be interpreted by the Sequelize library. You can see an example below for more details;
const { Op } = require('sequelize');
const minimumAgeHandler = (column, value, options) => {
return {
'age': {
[Op.gte]: value
}
}
};
const sequelizeDateQS = new SequelizeQS({
customHandlers: {
minAge: minimumAgeHandler
}
});This library contains some basics for parsing pagination and setting default values. There is checks in place to ensure no negative pages are set and also that not too many records are pulled down. The default maximum page size is 100 but this can be configured in the options. You can also omit page and limit from the parameters and no paging will take place. Though, setting 1 or both will have an effect or enabling pagination.
| Param name | Default Value |
|---|---|
| page | 1 |
| limit | 25 |
You can see the configuration section to see how to adjust defaults for parameters
You can also configure your options to sort the results of your query by 1 or more columns.
| operation | query string | query object |
|---|---|---|
| single column in asc | ?sort=name |
order: [ [ 'name', 'ASC' ] ] |
| single column in desc | ?sort=!name |
order: [ [ 'name', 'DESC' ] ] |
| multiple columns | ?sort=age|name |
order: [ [ 'age', 'ASC' ], [ 'name', 'ASC' ] ] |
| multiple columns with desc | ?sort=age|!name |
order: [ [ 'age', 'ASC' ], [ 'name', 'DESC' ] ] |
Please not that you will need Sequelize for this to work.
npm i --save sequelize
npm i --save sequelizeqp
const SequelizeQS = require('sequelizeqp');
const sequelizeParser = SequelizeQS();You can pass additional configuration options into the constructor for the parser. This will change how the parser operations. As of Version 1.1, this have been a little more fleshed out. However, This is currently pretty experimental and does not have all the options available. You should be cautious with the order of operations otherwise you might get some unintended results!
| property | decription | default |
|---|---|---|
| ops | The available operations. | ['$in', '$nin', '$', '!', '|', '^', '~', '>=', '>', '<=', '<'] |
| alias | The alias matching for properties and db columns. | { } |
| blacklist | The list of columns that should be ignored and not compared on | [ ] |
| customHandlers | List of available custom handlers for specific columns | { } |
| dateOnlyCompare | Tells the parser to convert recognised datetime fields to date-only for comparisons |
false |
| dateFields | List of date columns in your model that are datetime type fields | ['createdAt', 'updatedAt'] |
| defaultPaginationLimit | Limit to default too when no limit is set or maximum size has been exceeded. | 25 |
| maximumPageSize | The maximum page size allowed. | 100 |
fetch me the first page of 25 where the age of the customer is between 20 & 30 and the order total is more or equal to £100
var parser = SequelizeQS();
var query = parser.parse({
page: 1,
limit: 25,
age: '|20|30',
orderTotal: '>=100'
});
// if using express:
// var query = parser.parse(req.query);
await models.customers.findAll(query);There is a lot of questions out there that point to a libary like this being desired. However, equally there is calls that a library like this should not be required and to "put in the work" for each of your queries. Recently, I've found myself building small API's in express with MongoDB that included a react front-end in a CRM style front-end/web-application. There is a great small library for processing parameters into a mongoose query here that I drew a lot of inspiration from. I found myself working with MySQL and Sequelize and could not find a library to do the queries I needed, so to save time now and in the future, I built this library for myself. Sharing is caring, so I want to make this library publicly available for anyone else who is seeking a solution like this.
This library was primarily built for myself when building multiple small API's and finding myself duplicating the code for querying & pagination. I do have plans to extend some of the features to include more complex AND & OR operations, though this might take time for me to complete. Feel free to fork and submit a PR if you want to contribute to these features.
Some features that I have thought about but not necessarily implemented include;
- complex queries with AND & OR operators.
white & blacklist for specific parameter names.custom functions that execute when a specific parameter is included.- advanced sorting by functions (e.g. ordering by max(age))
DATE-only comparison.
Collaborating in a significant way will get you added to the collaborators list with higher access to make commits/changes.
- Stuart Harrison - @stuartaharrison
This project is licenced under the GNU GPLv3 licence. Primarily to enable full-oper source and contribution but to keep closed sources from being generated.