water8394 / flink-recommandSystem-demo
:helicopter::rocket:基于Flink实现的商品实时推荐系统。flink统计商品热度，放入redis缓存，分析日志信息，将画像标签和实时记录放入Hbase。在用户发起推荐请求后，根据用户画像重排序热度榜，并结合协同过滤和标签两个推荐模块为新生成的榜单的每一个产品添加关联产品，最后返回新的用户列表。
:helicopter::rocket: A real-time product recommendation system built on Flink. Flink calculates product popularity and puts it into the Redis cache; it analyzes log information and puts user profile tags and real-time records into HBase. After a user initiates a recommendation request, the popularity ranking is re-ranked according to the user profile, and the two recommendation modules, collaborative filtering and tags, are combined to add associated products to each product in the newly generated ranking. Finally, a new user list is returned. Machine translation by Claude Sonnet 5.5. A wrong translation? Report an error
Read the English README on GitHub (README_EN.md, a file of the repository)
- Stars
- 4,478 stars
- Forks
- 1,476 forks
- Language
- Java
- License
- APACHE-2.0
- Created
- May 15, 2019
- Last push
- Oct 26, 2026
- Updated
- Nov 11, 2026
Admitted to the Repository Index on Nov 10, 2026: 4,477 stars on 2026-11-10.
Star History
183 days recorded, May 13, 2026 – Nov 11, 2026 (UTC). Net change +43 stars.
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[](https://awesomerepos.com/water8394/flink-recommandSystem-demo) Timeline
It gained stars on 37 of the 183 days recorded since May 13, 2026.
Its largest 7 days were Jul 24, 2026 to Jul 30, 2026: 5 stars.
In the 30 days to Nov 11, 2026 it got 12 stars, 1100% more than in the 30 days before.
It had 4,435 stars before May 13, 2026 and has 4,478 stars now: 522 fewer than 5,000.
- Created on the Repository Host
- Largest star day recorded: +2 stars
- +2 stars in one day
- +2 stars in one day
- Release v2.0.0
- Latest push
- Entered the Repository Index: 4,477 stars on 2026-11-10
The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.
Forks and pushes
From 2 Observations, Nov 11, 2026 – Nov 12, 2026. Forks 0. AwesomeRepos saw a new push on 0 of 1 days.
- Nov 12, 2026: no new push
A filled day: the last push time changed since the Observation before it.
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Maintenance
2 of 4 checks (2 without data)-
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Yes: A push in the last 90 days
Last push on 2026-10-26, 17 days ago. Source
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No data: Commits in the last 13 weeks
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Releases
2 of 3 checks (1 without data)-
Yes: A release in the last 365 days
Newest release v2.0.0 on 2026-10-26, 17 days ago. 1 release in the last 365 days. Source
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Yes: The newest release tag is a semantic version
The newest release tag is v2.0.0. Source
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No data: A changelog file at the root
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Security practice
0 of 1 check (1 without data)-
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Community files
1 of 3 checks (2 without data)-
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GitHub finds the licence APACHE-2.0. Source
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Observations
Latest Observation, Nov 12, 2026: 4,478 stars, 1,476 forks, last push Oct 26, 2026, not archived. One of 2 Observations since Nov 11, 2026.