Coder Social home page Coder Social logo

Implement keyset pagination about data HOT 4 CLOSED

yiisoft avatar yiisoft commented on July 18, 2024 7
Implement keyset pagination

from data.

Comments (4)

samdark avatar samdark commented on July 18, 2024

Note that widgets are in a separate package: https://github.com/yiisoft/yii-dataview

from data.

kamarton avatar kamarton commented on July 18, 2024

This is simple way of scanning from database. There are problematic cases that require special planning:

not has unique key or unique key is not sort key

Records:

date color
2019-01-01 red
2019-01-02 green
2019-01-02 orange
2019-01-02 black
2019-01-03 white

Scan pages:

SELECT * FROM ... WHERE 1 ORDER BY date LIMIT 2
// result: red, green
SELECT * FROM ... WHERE date > '2019-01-02' ORDER BY date LIMIT 2
// result: white
// missed records: orange, black

For proper operation, you need an optional key that is unique with the sort key.

date number color
2019-01-01 1 red
2019-01-02 1 green
2019-01-02 2 orange
2019-01-02 3 black
2019-01-03 1 white

Scan pages:

SELECT * FROM ... WHERE 1 ORDER BY date, number LIMIT 2
// result: red, green
SELECT * FROM ... WHERE date > '2019-01-02' or (date = '2019-01-02' and number > 1) ORDER BY date, number LIMIT 2
// result: orange, black
SELECT * FROM ... WHERE date > '2019-01-02' or (date = '2019-01-02' and number > 3) ORDER BY date, number LIMIT 2
// result: white
// missed records: -

Scanning is slow (too many records, complicated filtering conditions)

Records

id large_text created_at
1 apple 2019-01-01 00:00:00
2 apple 2019-01-01 00:00:01
3 peach 2019-01-01 00:00:02
... 1000000000 not apple 2019-01-31 23:59:59
1000000001 apple 2019-02-01 00:00:00
...

Scan pages:

SELECT * FROM ... WHERE larege_text like `%apple%` order by created_at LIMIT 3
// after 10 mins
// result: 1, 2, 1000000001

With date restriction:

SELECT * FROM ... WHERE larege_text like '%apple%' and date <= '2019-01-01' order by created_at LIMIT 3
// result: 1, 2
SELECT * FROM ... WHERE larege_text like '%apple%' and date <= '2019-01-01' and id > 2 order by created_at LIMIT 3
// result: -
SELECT * FROM ... WHERE larege_text like '%apple%' and date >= '2019-01-02' and date < '2019-01-03' order by created_at LIMIT 3
// result: -
...
SELECT * FROM ... WHERE larege_text like '%apple%' and date >= '2019-02-01' and date < '2019-02-02' order by created_at LIMIT 3
// result: 1000000001

In this case, the web request may return to the user and display currently scanning: xxxx-xx-xx date. Because the user knows he is only interested in the previous week, he can interrupt the process because he no longer makes sense.

from data.

samdark avatar samdark commented on July 18, 2024

Here's draft implementation btw. (not finished): https://github.com/yiisoft/data/pull/3/files#diff-05676246c23f4c54406cfb8f18b388cbR1

from data.

samdark avatar samdark commented on July 18, 2024

Implemented.

from data.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.